Complex.java
- /*
- * Licensed to the Apache Software Foundation (ASF) under one or more
- * contributor license agreements. See the NOTICE file distributed with
- * this work for additional information regarding copyright ownership.
- * The ASF licenses this file to You under the Apache License, Version 2.0
- * (the "License"); you may not use this file except in compliance with
- * the License. You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
- package org.apache.commons.numbers.complex;
- import java.io.Serializable;
- import java.util.ArrayList;
- import java.util.List;
- import java.util.function.DoubleUnaryOperator;
- /**
- * Cartesian representation of a complex number. The complex number is expressed
- * in the form \( a + ib \) where \( a \) and \( b \) are real numbers and \( i \)
- * is the imaginary unit which satisfies the equation \( i^2 = -1 \). For the
- * complex number \( a + ib \), \( a \) is called the <em>real part</em> and
- * \( b \) is called the <em>imaginary part</em>.
- *
- * <p>This class is immutable. All arithmetic will create a new instance for the
- * result.</p>
- *
- * <p>Arithmetic in this class conforms to the C99 standard for complex numbers
- * defined in ISO/IEC 9899, Annex G. Methods have been named using the equivalent
- * method in ISO C99. The behavior for special cases is listed as defined in C99.</p>
- *
- * <p>For functions \( f \) which obey the conjugate equality \( conj(f(z)) = f(conj(z)) \),
- * the specifications for the upper half-plane imply the specifications for the lower
- * half-plane.</p>
- *
- * <p>For functions that are either odd, \( f(z) = -f(-z) \), or even, \( f(z) = f(-z) \),
- * the specifications for the first quadrant imply the specifications for the other three
- * quadrants.</p>
- *
- * <p>Special cases of <a href="http://mathworld.wolfram.com/BranchCut.html">branch cuts</a>
- * for multivalued functions adopt the principle value convention from C99. Specials cases
- * from C99 that raise the "invalid" or "divide-by-zero"
- * <a href="https://en.cppreference.com/w/c/numeric/fenv/FE_exceptions">floating-point
- * exceptions</a> return the documented value without an explicit mechanism to notify
- * of the exception case, that is no exceptions are thrown during computations in-line with
- * the convention of the corresponding single-valued functions in
- * {@link Math Math}.
- * These cases are documented in the method special cases as "invalid" or "divide-by-zero"
- * floating-point operation.
- * Note: Invalid floating-point exception cases will result in a complex number where the
- * cardinality of NaN component parts has increased as a real or imaginary part could
- * not be computed and is set to NaN.
- *
- * @see <a href="http://www.open-std.org/JTC1/SC22/WG14/www/standards">
- * ISO/IEC 9899 - Programming languages - C</a>
- */
- public final class Complex implements Serializable {
- /**
- * A complex number representing \( i \), the square root of \( -1 \).
- *
- * <p>\( (0 + i 1) \).
- */
- public static final Complex I = new Complex(0, 1);
- /**
- * A complex number representing one.
- *
- * <p>\( (1 + i 0) \).
- */
- public static final Complex ONE = new Complex(1, 0);
- /**
- * A complex number representing zero.
- *
- * <p>\( (0 + i 0) \).
- */
- public static final Complex ZERO = new Complex(0, 0);
- /** A complex number representing {@code NaN + i NaN}. */
- private static final Complex NAN = new Complex(Double.NaN, Double.NaN);
- /** π/2. */
- private static final double PI_OVER_2 = 0.5 * Math.PI;
- /** π/4. */
- private static final double PI_OVER_4 = 0.25 * Math.PI;
- /** Natural logarithm of 2 (ln(2)). */
- private static final double LN_2 = Math.log(2);
- /** Base 10 logarithm of 10 divided by 2 (log10(e)/2). */
- private static final double LOG_10E_O_2 = Math.log10(Math.E) / 2;
- /** Base 10 logarithm of 2 (log10(2)). */
- private static final double LOG10_2 = Math.log10(2);
- /** {@code 1/2}. */
- private static final double HALF = 0.5;
- /** {@code sqrt(2)}. */
- private static final double ROOT2 = 1.4142135623730951;
- /** {@code 1.0 / sqrt(2)}.
- * This is pre-computed to the closest double from the exact result.
- * It is 1 ULP different from 1.0 / Math.sqrt(2) but equal to Math.sqrt(2) / 2.
- */
- private static final double ONE_OVER_ROOT2 = 0.7071067811865476;
- /** The bit representation of {@code -0.0}. */
- private static final long NEGATIVE_ZERO_LONG_BITS = Double.doubleToLongBits(-0.0);
- /** Exponent offset in IEEE754 representation. */
- private static final int EXPONENT_OFFSET = 1023;
- /**
- * Largest double-precision floating-point number such that
- * {@code 1 + EPSILON} is numerically equal to 1. This value is an upper
- * bound on the relative error due to rounding real numbers to double
- * precision floating-point numbers.
- *
- * <p>In IEEE 754 arithmetic, this is 2<sup>-53</sup>.
- * Copied from o.a.c.numbers.Precision.
- *
- * @see <a href="http://en.wikipedia.org/wiki/Machine_epsilon">Machine epsilon</a>
- */
- private static final double EPSILON = Double.longBitsToDouble((EXPONENT_OFFSET - 53L) << 52);
- /** Mask to remove the sign bit from a long. */
- private static final long UNSIGN_MASK = 0x7fff_ffff_ffff_ffffL;
- /** Mask to extract the 52-bit mantissa from a long representation of a double. */
- private static final long MANTISSA_MASK = 0x000f_ffff_ffff_ffffL;
- /** The multiplier used to split the double value into hi and low parts. This must be odd
- * and a value of 2^s + 1 in the range {@code p/2 <= s <= p-1} where p is the number of
- * bits of precision of the floating point number. Here {@code s = 27}.*/
- private static final double MULTIPLIER = 1.34217729E8;
- /**
- * Crossover point to switch computation for asin/acos factor A.
- * This has been updated from the 1.5 value used by Hull et al to 10
- * as used in boost::math::complex.
- * @see <a href="https://svn.boost.org/trac/boost/ticket/7290">Boost ticket 7290</a>
- */
- private static final double A_CROSSOVER = 10.0;
- /** Crossover point to switch computation for asin/acos factor B. */
- private static final double B_CROSSOVER = 0.6471;
- /**
- * The safe maximum double value {@code x} to avoid loss of precision in asin/acos.
- * Equal to sqrt(M) / 8 in Hull, et al (1997) with M the largest normalised floating-point value.
- */
- private static final double SAFE_MAX = Math.sqrt(Double.MAX_VALUE) / 8;
- /**
- * The safe minimum double value {@code x} to avoid loss of precision/underflow in asin/acos.
- * Equal to sqrt(u) * 4 in Hull, et al (1997) with u the smallest normalised floating-point value.
- */
- private static final double SAFE_MIN = Math.sqrt(Double.MIN_NORMAL) * 4;
- /**
- * The safe maximum double value {@code x} to avoid loss of precision in atanh.
- * Equal to sqrt(M) / 2 with M the largest normalised floating-point value.
- */
- private static final double SAFE_UPPER = Math.sqrt(Double.MAX_VALUE) / 2;
- /**
- * The safe minimum double value {@code x} to avoid loss of precision/underflow in atanh.
- * Equal to sqrt(u) * 2 with u the smallest normalised floating-point value.
- */
- private static final double SAFE_LOWER = Math.sqrt(Double.MIN_NORMAL) * 2;
- /** The safe maximum double value {@code x} to avoid overflow in sqrt. */
- private static final double SQRT_SAFE_UPPER = Double.MAX_VALUE / 8;
- /**
- * A safe maximum double value {@code m} where {@code e^m} is not infinite.
- * This can be used when functions require approximations of sinh(x) or cosh(x)
- * when x is large using exp(x):
- * <pre>
- * sinh(x) = (e^x - e^-x) / 2 = sign(x) * e^|x| / 2
- * cosh(x) = (e^x + e^-x) / 2 = e^|x| / 2 </pre>
- *
- * <p>This value can be used to approximate e^x using a product:
- *
- * <pre>
- * e^x = product_n (e^m) * e^(x-nm)
- * n = (int) x/m
- * e.g. e^2000 = e^m * e^m * e^(2000 - 2m) </pre>
- *
- * <p>The value should be below ln(max_value) ~ 709.783.
- * The value m is set to an integer for less error when subtracting m and chosen as
- * even (m=708) as it is used as a threshold in tanh with m/2.
- *
- * <p>The value is used to compute e^x multiplied by a small number avoiding
- * overflow (sinh/cosh) or a small number divided by e^x without underflow due to
- * infinite e^x (tanh). The following conditions are used:
- * <pre>
- * 0.5 * e^m * Double.MIN_VALUE * e^m * e^m = Infinity
- * 2.0 / e^m / e^m = 0.0 </pre>
- */
- private static final double SAFE_EXP = 708;
- /**
- * The value of Math.exp(SAFE_EXP): e^708.
- * To be used in overflow/underflow safe products of e^m to approximate e^x where {@code x > m}.
- */
- private static final double EXP_M = Math.exp(SAFE_EXP);
- /** 54 shifted 20-bits to align with the exponent of the upper 32-bits of a double. */
- private static final int EXP_54 = 0x36_00000;
- /** Represents an exponent of 500 in unbiased form shifted 20-bits to align with the upper 32-bits of a double. */
- private static final int EXP_500 = 0x5f3_00000;
- /** Represents an exponent of 1024 in unbiased form (infinite or nan)
- * shifted 20-bits to align with the upper 32-bits of a double. */
- private static final int EXP_1024 = 0x7ff_00000;
- /** Represents an exponent of -500 in unbiased form shifted 20-bits to align with the upper 32-bits of a double. */
- private static final int EXP_NEG_500 = 0x20b_00000;
- /** 2^600. */
- private static final double TWO_POW_600 = 0x1.0p+600;
- /** 2^-600. */
- private static final double TWO_POW_NEG_600 = 0x1.0p-600;
- /** Serializable version identifier. */
- private static final long serialVersionUID = 20180201L;
- /**
- * The size of the buffer for {@link #toString()}.
- *
- * <p>The longest double will require a sign, a maximum of 17 digits, the decimal place
- * and the exponent, e.g. for max value this is 24 chars: -1.7976931348623157e+308.
- * Set the buffer size to twice this and round up to a power of 2 thus
- * allowing for formatting characters. The size is 64.
- */
- private static final int TO_STRING_SIZE = 64;
- /** The minimum number of characters in the format. This is 5, e.g. {@code "(0,0)"}. */
- private static final int FORMAT_MIN_LEN = 5;
- /** {@link #toString() String representation}. */
- private static final char FORMAT_START = '(';
- /** {@link #toString() String representation}. */
- private static final char FORMAT_END = ')';
- /** {@link #toString() String representation}. */
- private static final char FORMAT_SEP = ',';
- /** The minimum number of characters before the separator. This is 2, e.g. {@code "(0"}. */
- private static final int BEFORE_SEP = 2;
- /** The imaginary part. */
- private final double imaginary;
- /** The real part. */
- private final double real;
- /**
- * Define a constructor for a Complex.
- * This is used in functions that implement trigonomic identities.
- */
- @FunctionalInterface
- private interface ComplexConstructor {
- /**
- * Create a complex number given the real and imaginary parts.
- *
- * @param real Real part.
- * @param imaginary Imaginary part.
- * @return {@code Complex} object.
- */
- Complex create(double real, double imaginary);
- }
- /**
- * Private default constructor.
- *
- * @param real Real part.
- * @param imaginary Imaginary part.
- */
- private Complex(double real, double imaginary) {
- this.real = real;
- this.imaginary = imaginary;
- }
- /**
- * Create a complex number given the real and imaginary parts.
- *
- * @param real Real part.
- * @param imaginary Imaginary part.
- * @return {@code Complex} number.
- */
- public static Complex ofCartesian(double real, double imaginary) {
- return new Complex(real, imaginary);
- }
- /**
- * Creates a complex number from its polar representation using modulus {@code rho} (\( \rho \))
- * and phase angle {@code theta} (\( \theta \)).
- *
- * \[ \begin{aligned}
- * x &= \rho \cos(\theta) \\
- * y &= \rho \sin(\theta) \end{aligned} \]
- *
- * <p>Requires that {@code rho} is non-negative and non-NaN and {@code theta} is finite;
- * otherwise returns a complex with NaN real and imaginary parts. A {@code rho} value of
- * {@code -0.0} is considered negative and an invalid modulus.
- *
- * <p>A non-NaN complex number constructed using this method will satisfy the following
- * to within floating-point error when {@code theta} is in the range
- * \( -\pi\ \lt \theta \leq \pi \):
- *
- * <pre>
- * Complex.ofPolar(rho, theta).abs() == rho
- * Complex.ofPolar(rho, theta).arg() == theta</pre>
- *
- * <p>If {@code rho} is infinite then the resulting parts may be infinite or NaN
- * following the rules for double arithmetic, for example:</p>
- *
- * <ul>
- * <li>{@code ofPolar(}\( -0.0 \){@code , }\( 0 \){@code ) = }\( \text{NaN} + i \text{NaN} \)
- * <li>{@code ofPolar(}\( 0.0 \){@code , }\( 0 \){@code ) = }\( 0 + i 0 \)
- * <li>{@code ofPolar(}\( 1 \){@code , }\( 0 \){@code ) = }\( 1 + i 0 \)
- * <li>{@code ofPolar(}\( 1 \){@code , }\( \pi \){@code ) = }\( -1 + i \sin(\pi) \)
- * <li>{@code ofPolar(}\( \infty \){@code , }\( \pi \){@code ) = }\( -\infty + i \infty \)
- * <li>{@code ofPolar(}\( \infty \){@code , }\( 0 \){@code ) = }\( -\infty + i \text{NaN} \)
- * <li>{@code ofPolar(}\( \infty \){@code , }\( -\frac{\pi}{4} \){@code ) = }\( \infty - i \infty \)
- * <li>{@code ofPolar(}\( \infty \){@code , }\( 5\frac{\pi}{4} \){@code ) = }\( -\infty - i \infty \)
- * </ul>
- *
- * <p>This method is the functional equivalent of the C++ method {@code std::polar}.
- *
- * @param rho The modulus of the complex number.
- * @param theta The argument of the complex number.
- * @return {@code Complex} number.
- * @see <a href="http://mathworld.wolfram.com/PolarCoordinates.html">Polar Coordinates</a>
- */
- public static Complex ofPolar(double rho, double theta) {
- // Require finite theta and non-negative, non-nan rho
- if (!Double.isFinite(theta) || negative(rho) || Double.isNaN(rho)) {
- return NAN;
- }
- final double x = rho * Math.cos(theta);
- final double y = rho * Math.sin(theta);
- return new Complex(x, y);
- }
- /**
- * Create a complex cis number. This is also known as the complex exponential:
- *
- * \[ \text{cis}(x) = e^{ix} = \cos(x) + i \sin(x) \]
- *
- * @param x {@code double} to build the cis number.
- * @return {@code Complex} cis number.
- * @see <a href="http://mathworld.wolfram.com/Cis.html">Cis</a>
- */
- public static Complex ofCis(double x) {
- return new Complex(Math.cos(x), Math.sin(x));
- }
- /**
- * Returns a {@code Complex} instance representing the specified string {@code s}.
- *
- * <p>If {@code s} is {@code null}, then a {@code NullPointerException} is thrown.
- *
- * <p>The string must be in a format compatible with that produced by
- * {@link #toString() Complex.toString()}.
- * The format expects a start and end parentheses surrounding two numeric parts split
- * by a separator. Leading and trailing spaces are allowed around each numeric part.
- * Each numeric part is parsed using {@link Double#parseDouble(String)}. The parts
- * are interpreted as the real and imaginary parts of the complex number.
- *
- * <p>Examples of valid strings and the equivalent {@code Complex} are shown below:
- *
- * <pre>
- * "(0,0)" = Complex.ofCartesian(0, 0)
- * "(0.0,0.0)" = Complex.ofCartesian(0, 0)
- * "(-0.0, 0.0)" = Complex.ofCartesian(-0.0, 0)
- * "(-1.23, 4.56)" = Complex.ofCartesian(-1.23, 4.56)
- * "(1e300,-1.1e-2)" = Complex.ofCartesian(1e300, -1.1e-2)</pre>
- *
- * @param s String representation.
- * @return {@code Complex} number.
- * @throws NullPointerException if the string is null.
- * @throws NumberFormatException if the string does not contain a parsable complex number.
- * @see Double#parseDouble(String)
- * @see #toString()
- */
- public static Complex parse(String s) {
- final int len = s.length();
- if (len < FORMAT_MIN_LEN) {
- throw new NumberFormatException(
- parsingExceptionMsg("Input too short, expected format",
- FORMAT_START + "x" + FORMAT_SEP + "y" + FORMAT_END, s));
- }
- // Confirm start: '('
- if (s.charAt(0) != FORMAT_START) {
- throw new NumberFormatException(
- parsingExceptionMsg("Expected start delimiter", FORMAT_START, s));
- }
- // Confirm end: ')'
- if (s.charAt(len - 1) != FORMAT_END) {
- throw new NumberFormatException(
- parsingExceptionMsg("Expected end delimiter", FORMAT_END, s));
- }
- // Confirm separator ',' is between at least 2 characters from
- // either end: "(x,x)"
- // Count back from the end ignoring the last 2 characters.
- final int sep = s.lastIndexOf(FORMAT_SEP, len - 3);
- if (sep < BEFORE_SEP) {
- throw new NumberFormatException(
- parsingExceptionMsg("Expected separator between two numbers", FORMAT_SEP, s));
- }
- // Should be no more separators
- if (s.indexOf(FORMAT_SEP, sep + 1) != -1) {
- throw new NumberFormatException(
- parsingExceptionMsg("Incorrect number of parts, expected only 2 using separator",
- FORMAT_SEP, s));
- }
- // Try to parse the parts
- final String rePart = s.substring(1, sep);
- final double re;
- try {
- re = Double.parseDouble(rePart);
- } catch (final NumberFormatException ex) {
- throw new NumberFormatException(
- parsingExceptionMsg("Could not parse real part", rePart, s));
- }
- final String imPart = s.substring(sep + 1, len - 1);
- final double im;
- try {
- im = Double.parseDouble(imPart);
- } catch (final NumberFormatException ex) {
- throw new NumberFormatException(
- parsingExceptionMsg("Could not parse imaginary part", imPart, s));
- }
- return ofCartesian(re, im);
- }
- /**
- * Creates an exception message.
- *
- * @param message Message prefix.
- * @param error Input that caused the error.
- * @param s String representation.
- * @return A message.
- */
- private static String parsingExceptionMsg(String message,
- Object error,
- String s) {
- final StringBuilder sb = new StringBuilder(100)
- .append(message)
- .append(" '").append(error)
- .append("' for input \"").append(s).append('"');
- return sb.toString();
- }
- /**
- * Gets the real part \( a \) of this complex number \( (a + i b) \).
- *
- * @return The real part.
- */
- public double getReal() {
- return real;
- }
- /**
- * Gets the real part \( a \) of this complex number \( (a + i b) \).
- *
- * <p>This method is the equivalent of the C++ method {@code std::complex::real}.
- *
- * @return The real part.
- * @see #getReal()
- */
- public double real() {
- return getReal();
- }
- /**
- * Gets the imaginary part \( b \) of this complex number \( (a + i b) \).
- *
- * @return The imaginary part.
- */
- public double getImaginary() {
- return imaginary;
- }
- /**
- * Gets the imaginary part \( b \) of this complex number \( (a + i b) \).
- *
- * <p>This method is the equivalent of the C++ method {@code std::complex::imag}.
- *
- * @return The imaginary part.
- * @see #getImaginary()
- */
- public double imag() {
- return getImaginary();
- }
- /**
- * Returns the absolute value of this complex number. This is also called complex norm, modulus,
- * or magnitude.
- *
- * <p>\[ \text{abs}(x + i y) = \sqrt{(x^2 + y^2)} \]
- *
- * <p>Special cases:
- *
- * <ul>
- * <li>{@code abs(x + iy) == abs(y + ix) == abs(x - iy)}.
- * <li>If {@code z} is ±∞ + iy for any y, returns +∞.
- * <li>If {@code z} is x + iNaN for non-infinite x, returns NaN.
- * <li>If {@code z} is x + i0, returns |x|.
- * </ul>
- *
- * <p>The cases ensure that if either component is infinite then the result is positive
- * infinity. If either component is NaN and this is not {@link #isInfinite() infinite} then
- * the result is NaN.
- *
- * <p>This method follows the
- * <a href="http://www.iso-9899.info/wiki/The_Standard">ISO C Standard</a>, Annex G,
- * in calculating the returned value without intermediate overflow or underflow.
- *
- * <p>The computed result will be within 1 ulp of the exact result.
- *
- * @return The absolute value.
- * @see #isInfinite()
- * @see #isNaN()
- * @see <a href="http://mathworld.wolfram.com/ComplexModulus.html">Complex modulus</a>
- */
- public double abs() {
- return abs(real, imaginary);
- }
- /**
- * Returns the absolute value of the complex number.
- * <pre>abs(x + i y) = sqrt(x^2 + y^2)</pre>
- *
- * <p>This should satisfy the special cases of the hypot function in ISO C99 F.9.4.3:
- * "The hypot functions compute the square root of the sum of the squares of x and y,
- * without undue overflow or underflow."
- *
- * <ul>
- * <li>hypot(x, y), hypot(y, x), and hypot(x, −y) are equivalent.
- * <li>hypot(x, ±0) is equivalent to |x|.
- * <li>hypot(±∞, y) returns +∞, even if y is a NaN.
- * </ul>
- *
- * <p>This method is called by all methods that require the absolute value of the complex
- * number, e.g. abs(), sqrt() and log().
- *
- * @param real Real part.
- * @param imaginary Imaginary part.
- * @return The absolute value.
- */
- private static double abs(double real, double imaginary) {
- // Specialised implementation of hypot.
- // See NUMBERS-143
- return hypot(real, imaginary);
- }
- /**
- * Returns the argument of this complex number.
- *
- * <p>The argument is the angle phi between the positive real axis and
- * the point representing this number in the complex plane.
- * The value returned is between \( -\pi \) (not inclusive)
- * and \( \pi \) (inclusive), with negative values returned for numbers with
- * negative imaginary parts.
- *
- * <p>If either real or imaginary part (or both) is NaN, then the result is NaN.
- * Infinite parts are handled as {@linkplain Math#atan2} handles them,
- * essentially treating finite parts as zero in the presence of an
- * infinite coordinate and returning a multiple of \( \frac{\pi}{4} \) depending on
- * the signs of the infinite parts.
- *
- * <p>This code follows the
- * <a href="http://www.iso-9899.info/wiki/The_Standard">ISO C Standard</a>, Annex G,
- * in calculating the returned value using the {@code atan2(y, x)} method for complex
- * \( x + iy \).
- *
- * @return The argument of this complex number.
- * @see Math#atan2(double, double)
- */
- public double arg() {
- // Delegate
- return Math.atan2(imaginary, real);
- }
- /**
- * Returns the squared norm value of this complex number. This is also called the absolute
- * square.
- *
- * <p>\[ \text{norm}(x + i y) = x^2 + y^2 \]
- *
- * <p>If either component is infinite then the result is positive infinity. If either
- * component is NaN and this is not {@link #isInfinite() infinite} then the result is NaN.
- *
- * <p>Note: This method may not return the same value as the square of {@link #abs()} as
- * that method uses an extended precision computation.
- *
- * <p>{@code norm()} can be used as a faster alternative than {@code abs()} for ranking by
- * magnitude. If used for ranking any overflow to infinity will create an equal ranking for
- * values that may be still distinguished by {@code abs()}.
- *
- * @return The square norm value.
- * @see #isInfinite()
- * @see #isNaN()
- * @see #abs()
- * @see <a href="http://mathworld.wolfram.com/AbsoluteSquare.html">Absolute square</a>
- */
- public double norm() {
- if (isInfinite()) {
- return Double.POSITIVE_INFINITY;
- }
- return real * real + imaginary * imaginary;
- }
- /**
- * Returns {@code true} if either the real <em>or</em> imaginary component of the complex number is NaN
- * <em>and</em> the complex number is not infinite.
- *
- * <p>Note that:
- * <ul>
- * <li>There is more than one complex number that can return {@code true}.
- * <li>Different representations of NaN can be distinguished by the
- * {@link #equals(Object) Complex.equals(Object)} method.
- * </ul>
- *
- * @return {@code true} if this instance contains NaN and no infinite parts.
- * @see Double#isNaN(double)
- * @see #isInfinite()
- * @see #equals(Object) Complex.equals(Object)
- */
- public boolean isNaN() {
- if (Double.isNaN(real) || Double.isNaN(imaginary)) {
- return !isInfinite();
- }
- return false;
- }
- /**
- * Returns {@code true} if either real or imaginary component of the complex number is infinite.
- *
- * <p>Note: A complex number with at least one infinite part is regarded
- * as an infinity (even if its other part is a NaN).
- *
- * @return {@code true} if this instance contains an infinite value.
- * @see Double#isInfinite(double)
- */
- public boolean isInfinite() {
- return Double.isInfinite(real) || Double.isInfinite(imaginary);
- }
- /**
- * Returns {@code true} if both real and imaginary component of the complex number are finite.
- *
- * @return {@code true} if this instance contains finite values.
- * @see Double#isFinite(double)
- */
- public boolean isFinite() {
- return Double.isFinite(real) && Double.isFinite(imaginary);
- }
- /**
- * Returns the
- * <a href="http://mathworld.wolfram.com/ComplexConjugate.html">conjugate</a>
- * \( \overline{z} \) of this complex number \( z \).
- *
- * <p>\[ \begin{aligned}
- * z &= a + i b \\
- * \overline{z} &= a - i b \end{aligned}\]
- *
- * @return The conjugate (\( \overline{z} \)) of this complex number.
- */
- public Complex conj() {
- return new Complex(real, -imaginary);
- }
- /**
- * Returns a {@code Complex} whose value is the negation of both the real and imaginary parts
- * of complex number \( z \).
- *
- * <p>\[ \begin{aligned}
- * z &= a + i b \\
- * -z &= -a - i b \end{aligned} \]
- *
- * @return \( -z \).
- */
- public Complex negate() {
- return new Complex(-real, -imaginary);
- }
- /**
- * Returns the projection of this complex number onto the Riemann sphere.
- *
- * <p>\( z \) projects to \( z \), except that all complex infinities (even those
- * with one infinite part and one NaN part) project to positive infinity on the real axis.
- *
- * If \( z \) has an infinite part, then {@code z.proj()} shall be equivalent to:
- *
- * <pre>return Complex.ofCartesian(Double.POSITIVE_INFINITY, Math.copySign(0.0, z.imag());</pre>
- *
- * @return \( z \) projected onto the Riemann sphere.
- * @see #isInfinite()
- * @see <a href="http://pubs.opengroup.org/onlinepubs/9699919799/functions/cproj.html">
- * IEEE and ISO C standards: cproj</a>
- */
- public Complex proj() {
- if (isInfinite()) {
- return new Complex(Double.POSITIVE_INFINITY, Math.copySign(0.0, imaginary));
- }
- return this;
- }
- /**
- * Returns a {@code Complex} whose value is {@code (this + addend)}.
- * Implements the formula:
- *
- * <p>\[ (a + i b) + (c + i d) = (a + c) + i (b + d) \]
- *
- * @param addend Value to be added to this complex number.
- * @return {@code this + addend}.
- * @see <a href="http://mathworld.wolfram.com/ComplexAddition.html">Complex Addition</a>
- */
- public Complex add(Complex addend) {
- return new Complex(real + addend.real,
- imaginary + addend.imaginary);
- }
- /**
- * Returns a {@code Complex} whose value is {@code (this + addend)},
- * with {@code addend} interpreted as a real number.
- * Implements the formula:
- *
- * <p>\[ (a + i b) + c = (a + c) + i b \]
- *
- * <p>This method is included for compatibility with ISO C99 which defines arithmetic between
- * real-only and complex numbers.</p>
- *
- * <p>Note: This method preserves the sign of the imaginary component \( b \) if it is {@code -0.0}.
- * The sign would be lost if adding \( (c + i 0) \) using
- * {@link #add(Complex) add(Complex.ofCartesian(addend, 0))} since
- * {@code -0.0 + 0.0 = 0.0}.
- *
- * @param addend Value to be added to this complex number.
- * @return {@code this + addend}.
- * @see #add(Complex)
- * @see #ofCartesian(double, double)
- */
- public Complex add(double addend) {
- return new Complex(real + addend, imaginary);
- }
- /**
- * Returns a {@code Complex} whose value is {@code (this + addend)},
- * with {@code addend} interpreted as an imaginary number.
- * Implements the formula:
- *
- * <p>\[ (a + i b) + i d = a + i (b + d) \]
- *
- * <p>This method is included for compatibility with ISO C99 which defines arithmetic between
- * imaginary-only and complex numbers.</p>
- *
- * <p>Note: This method preserves the sign of the real component \( a \) if it is {@code -0.0}.
- * The sign would be lost if adding \( (0 + i d) \) using
- * {@link #add(Complex) add(Complex.ofCartesian(0, addend))} since
- * {@code -0.0 + 0.0 = 0.0}.
- *
- * @param addend Value to be added to this complex number.
- * @return {@code this + addend}.
- * @see #add(Complex)
- * @see #ofCartesian(double, double)
- */
- public Complex addImaginary(double addend) {
- return new Complex(real, imaginary + addend);
- }
- /**
- * Returns a {@code Complex} whose value is {@code (this - subtrahend)}.
- * Implements the formula:
- *
- * <p>\[ (a + i b) - (c + i d) = (a - c) + i (b - d) \]
- *
- * @param subtrahend Value to be subtracted from this complex number.
- * @return {@code this - subtrahend}.
- * @see <a href="http://mathworld.wolfram.com/ComplexSubtraction.html">Complex Subtraction</a>
- */
- public Complex subtract(Complex subtrahend) {
- return new Complex(real - subtrahend.real,
- imaginary - subtrahend.imaginary);
- }
- /**
- * Returns a {@code Complex} whose value is {@code (this - subtrahend)},
- * with {@code subtrahend} interpreted as a real number.
- * Implements the formula:
- *
- * <p>\[ (a + i b) - c = (a - c) + i b \]
- *
- * <p>This method is included for compatibility with ISO C99 which defines arithmetic between
- * real-only and complex numbers.</p>
- *
- * @param subtrahend Value to be subtracted from this complex number.
- * @return {@code this - subtrahend}.
- * @see #subtract(Complex)
- */
- public Complex subtract(double subtrahend) {
- return new Complex(real - subtrahend, imaginary);
- }
- /**
- * Returns a {@code Complex} whose value is {@code (this - subtrahend)},
- * with {@code subtrahend} interpreted as an imaginary number.
- * Implements the formula:
- *
- * <p>\[ (a + i b) - i d = a + i (b - d) \]
- *
- * <p>This method is included for compatibility with ISO C99 which defines arithmetic between
- * imaginary-only and complex numbers.</p>
- *
- * @param subtrahend Value to be subtracted from this complex number.
- * @return {@code this - subtrahend}.
- * @see #subtract(Complex)
- */
- public Complex subtractImaginary(double subtrahend) {
- return new Complex(real, imaginary - subtrahend);
- }
- /**
- * Returns a {@code Complex} whose value is {@code (minuend - this)},
- * with {@code minuend} interpreted as a real number.
- * Implements the formula:
- * \[ c - (a + i b) = (c - a) - i b \]
- *
- * <p>This method is included for compatibility with ISO C99 which defines arithmetic between
- * real-only and complex numbers.</p>
- *
- * <p>Note: This method inverts the sign of the imaginary component \( b \) if it is {@code 0.0}.
- * The sign would not be inverted if subtracting from \( c + i 0 \) using
- * {@link #subtract(Complex) Complex.ofCartesian(minuend, 0).subtract(this)} since
- * {@code 0.0 - 0.0 = 0.0}.
- *
- * @param minuend Value this complex number is to be subtracted from.
- * @return {@code minuend - this}.
- * @see #subtract(Complex)
- * @see #ofCartesian(double, double)
- */
- public Complex subtractFrom(double minuend) {
- return new Complex(minuend - real, -imaginary);
- }
- /**
- * Returns a {@code Complex} whose value is {@code (this - subtrahend)},
- * with {@code minuend} interpreted as an imaginary number.
- * Implements the formula:
- * \[ i d - (a + i b) = -a + i (d - b) \]
- *
- * <p>This method is included for compatibility with ISO C99 which defines arithmetic between
- * imaginary-only and complex numbers.</p>
- *
- * <p>Note: This method inverts the sign of the real component \( a \) if it is {@code 0.0}.
- * The sign would not be inverted if subtracting from \( 0 + i d \) using
- * {@link #subtract(Complex) Complex.ofCartesian(0, minuend).subtract(this)} since
- * {@code 0.0 - 0.0 = 0.0}.
- *
- * @param minuend Value this complex number is to be subtracted from.
- * @return {@code this - subtrahend}.
- * @see #subtract(Complex)
- * @see #ofCartesian(double, double)
- */
- public Complex subtractFromImaginary(double minuend) {
- return new Complex(-real, minuend - imaginary);
- }
- /**
- * Returns a {@code Complex} whose value is {@code this * factor}.
- * Implements the formula:
- *
- * <p>\[ (a + i b)(c + i d) = (ac - bd) + i (ad + bc) \]
- *
- * <p>Recalculates to recover infinities as specified in C99 standard G.5.1.
- *
- * @param factor Value to be multiplied by this complex number.
- * @return {@code this * factor}.
- * @see <a href="http://mathworld.wolfram.com/ComplexMultiplication.html">Complex Muliplication</a>
- */
- public Complex multiply(Complex factor) {
- return multiply(real, imaginary, factor.real, factor.imaginary);
- }
- /**
- * Returns a {@code Complex} whose value is:
- * <pre>
- * (a + i b)(c + i d) = (ac - bd) + i (ad + bc)</pre>
- *
- * <p>Recalculates to recover infinities as specified in C99 standard G.5.1.
- *
- * @param re1 Real component of first number.
- * @param im1 Imaginary component of first number.
- * @param re2 Real component of second number.
- * @param im2 Imaginary component of second number.
- * @return (a + b i)(c + d i).
- */
- private static Complex multiply(double re1, double im1, double re2, double im2) {
- double a = re1;
- double b = im1;
- double c = re2;
- double d = im2;
- final double ac = a * c;
- final double bd = b * d;
- final double ad = a * d;
- final double bc = b * c;
- double x = ac - bd;
- double y = ad + bc;
- // --------------
- // NaN can occur if:
- // - any of (a,b,c,d) are NaN (for NaN or Infinite complex numbers)
- // - a multiplication of infinity by zero (ac,bd,ad,bc).
- // - a subtraction of infinity from infinity (e.g. ac - bd)
- // Note that (ac,bd,ad,bc) can be infinite due to overflow.
- //
- // Detect a NaN result and perform correction.
- //
- // Modification from the listing in ISO C99 G.5.1 (6)
- // Do not correct infinity multiplied by zero. This is left as NaN.
- // --------------
- if (Double.isNaN(x) && Double.isNaN(y)) {
- // Recover infinities that computed as NaN+iNaN ...
- boolean recalc = false;
- if ((Double.isInfinite(a) || Double.isInfinite(b)) &&
- isNotZero(c, d)) {
- // This complex is infinite.
- // "Box" the infinity and change NaNs in the other factor to 0.
- a = boxInfinity(a);
- b = boxInfinity(b);
- c = changeNaNtoZero(c);
- d = changeNaNtoZero(d);
- recalc = true;
- }
- if ((Double.isInfinite(c) || Double.isInfinite(d)) &&
- isNotZero(a, b)) {
- // The other complex is infinite.
- // "Box" the infinity and change NaNs in the other factor to 0.
- c = boxInfinity(c);
- d = boxInfinity(d);
- a = changeNaNtoZero(a);
- b = changeNaNtoZero(b);
- recalc = true;
- }
- if (!recalc && (Double.isInfinite(ac) || Double.isInfinite(bd) ||
- Double.isInfinite(ad) || Double.isInfinite(bc))) {
- // The result overflowed to infinity.
- // Recover infinities from overflow by changing NaNs to 0 ...
- a = changeNaNtoZero(a);
- b = changeNaNtoZero(b);
- c = changeNaNtoZero(c);
- d = changeNaNtoZero(d);
- recalc = true;
- }
- if (recalc) {
- x = Double.POSITIVE_INFINITY * (a * c - b * d);
- y = Double.POSITIVE_INFINITY * (a * d + b * c);
- }
- }
- return new Complex(x, y);
- }
- /**
- * Box values for the real or imaginary component of an infinite complex number.
- * Any infinite value will be returned as one. Non-infinite values will be returned as zero.
- * The sign is maintained.
- *
- * <pre>
- * inf = 1
- * -inf = -1
- * x = 0
- * -x = -0
- * </pre>
- *
- * @param component the component
- * @return The boxed value
- */
- private static double boxInfinity(double component) {
- return Math.copySign(Double.isInfinite(component) ? 1.0 : 0.0, component);
- }
- /**
- * Checks if the complex number is not zero.
- *
- * @param real the real component
- * @param imaginary the imaginary component
- * @return true if the complex is not zero
- */
- private static boolean isNotZero(double real, double imaginary) {
- // The use of equals is deliberate.
- // This method must distinguish NaN from zero thus ruling out:
- // (real != 0.0 || imaginary != 0.0)
- return !(real == 0.0 && imaginary == 0.0);
- }
- /**
- * Change NaN to zero preserving the sign; otherwise return the value.
- *
- * @param value the value
- * @return The new value
- */
- private static double changeNaNtoZero(double value) {
- return Double.isNaN(value) ? Math.copySign(0.0, value) : value;
- }
- /**
- * Returns a {@code Complex} whose value is {@code this * factor}, with {@code factor}
- * interpreted as a real number.
- * Implements the formula:
- *
- * <p>\[ (a + i b) c = (ac) + i (bc) \]
- *
- * <p>This method is included for compatibility with ISO C99 which defines arithmetic between
- * real-only and complex numbers.</p>
- *
- * <p>Note: This method should be preferred over using
- * {@link #multiply(Complex) multiply(Complex.ofCartesian(factor, 0))}. Multiplication
- * can generate signed zeros if either {@code this} complex has zeros for the real
- * and/or imaginary component, or if the factor is zero. The summation of signed zeros
- * in {@link #multiply(Complex)} may create zeros in the result that differ in sign
- * from the equivalent call to multiply by a real-only number.
- *
- * @param factor Value to be multiplied by this complex number.
- * @return {@code this * factor}.
- * @see #multiply(Complex)
- */
- public Complex multiply(double factor) {
- return new Complex(real * factor, imaginary * factor);
- }
- /**
- * Returns a {@code Complex} whose value is {@code this * factor}, with {@code factor}
- * interpreted as an imaginary number.
- * Implements the formula:
- *
- * <p>\[ (a + i b) id = (-bd) + i (ad) \]
- *
- * <p>This method can be used to compute the multiplication of this complex number \( z \)
- * by \( i \) using a factor with magnitude 1.0. This should be used in preference to
- * {@link #multiply(Complex) multiply(Complex.I)} with or without {@link #negate() negation}:</p>
- *
- * \[ \begin{aligned}
- * iz &= (-b + i a) \\
- * -iz &= (b - i a) \end{aligned} \]
- *
- * <p>This method is included for compatibility with ISO C99 which defines arithmetic between
- * imaginary-only and complex numbers.</p>
- *
- * <p>Note: This method should be preferred over using
- * {@link #multiply(Complex) multiply(Complex.ofCartesian(0, factor))}. Multiplication
- * can generate signed zeros if either {@code this} complex has zeros for the real
- * and/or imaginary component, or if the factor is zero. The summation of signed zeros
- * in {@link #multiply(Complex)} may create zeros in the result that differ in sign
- * from the equivalent call to multiply by an imaginary-only number.
- *
- * @param factor Value to be multiplied by this complex number.
- * @return {@code this * factor}.
- * @see #multiply(Complex)
- */
- public Complex multiplyImaginary(double factor) {
- return new Complex(-imaginary * factor, real * factor);
- }
- /**
- * Returns a {@code Complex} whose value is {@code (this / divisor)}.
- * Implements the formula:
- *
- * <p>\[ \frac{a + i b}{c + i d} = \frac{(ac + bd) + i (bc - ad)}{c^2+d^2} \]
- *
- * <p>Re-calculates NaN result values to recover infinities as specified in C99 standard G.5.1.
- *
- * @param divisor Value by which this complex number is to be divided.
- * @return {@code this / divisor}.
- * @see <a href="http://mathworld.wolfram.com/ComplexDivision.html">Complex Division</a>
- */
- public Complex divide(Complex divisor) {
- return divide(real, imaginary, divisor.real, divisor.imaginary);
- }
- /**
- * Returns a {@code Complex} whose value is:
- * <pre>
- * <code>
- * a + i b (ac + bd) + i (bc - ad)
- * ------- = -----------------------
- * c + i d c<sup>2</sup> + d<sup>2</sup>
- * </code>
- * </pre>
- *
- * <p>Recalculates to recover infinities as specified in C99
- * standard G.5.1. Method is fully in accordance with
- * C++11 standards for complex numbers.</p>
- *
- * <p>Note: In the event of divide by zero this method produces the same result
- * as dividing by a real-only zero using {@link #divide(double)}.
- *
- * @param re1 Real component of first number.
- * @param im1 Imaginary component of first number.
- * @param re2 Real component of second number.
- * @param im2 Imaginary component of second number.
- * @return (a + i b) / (c + i d).
- * @see <a href="http://mathworld.wolfram.com/ComplexDivision.html">Complex Division</a>
- * @see #divide(double)
- */
- private static Complex divide(double re1, double im1, double re2, double im2) {
- double a = re1;
- double b = im1;
- double c = re2;
- double d = im2;
- int ilogbw = 0;
- // Get the exponent to scale the divisor parts to the range [1, 2).
- final int exponent = getScale(c, d);
- if (exponent <= Double.MAX_EXPONENT) {
- ilogbw = exponent;
- c = Math.scalb(c, -ilogbw);
- d = Math.scalb(d, -ilogbw);
- }
- final double denom = c * c + d * d;
- // Note: Modification from the listing in ISO C99 G.5.1 (8):
- // Avoid overflow if a or b are very big.
- // Since (c, d) in the range [1, 2) the sum (ac + bd) could overflow
- // when (a, b) are both above (Double.MAX_VALUE / 4). The same applies to
- // (bc - ad) with large negative values.
- // Use the maximum exponent as an approximation to the magnitude.
- if (getMaxExponent(a, b) > Double.MAX_EXPONENT - 2) {
- ilogbw -= 2;
- a /= 4;
- b /= 4;
- }
- double x = Math.scalb((a * c + b * d) / denom, -ilogbw);
- double y = Math.scalb((b * c - a * d) / denom, -ilogbw);
- // Recover infinities and zeros that computed as NaN+iNaN
- // the only cases are nonzero/zero, infinite/finite, and finite/infinite, ...
- if (Double.isNaN(x) && Double.isNaN(y)) {
- if (denom == 0.0 &&
- (!Double.isNaN(a) || !Double.isNaN(b))) {
- // nonzero/zero
- // This case produces the same result as divide by a real-only zero
- // using Complex.divide(+/-0.0)
- x = Math.copySign(Double.POSITIVE_INFINITY, c) * a;
- y = Math.copySign(Double.POSITIVE_INFINITY, c) * b;
- } else if ((Double.isInfinite(a) || Double.isInfinite(b)) &&
- Double.isFinite(c) && Double.isFinite(d)) {
- // infinite/finite
- a = boxInfinity(a);
- b = boxInfinity(b);
- x = Double.POSITIVE_INFINITY * (a * c + b * d);
- y = Double.POSITIVE_INFINITY * (b * c - a * d);
- } else if ((Double.isInfinite(c) || Double.isInfinite(d)) &&
- Double.isFinite(a) && Double.isFinite(b)) {
- // finite/infinite
- c = boxInfinity(c);
- d = boxInfinity(d);
- x = 0.0 * (a * c + b * d);
- y = 0.0 * (b * c - a * d);
- }
- }
- return new Complex(x, y);
- }
- /**
- * Returns a {@code Complex} whose value is {@code (this / divisor)},
- * with {@code divisor} interpreted as a real number.
- * Implements the formula:
- *
- * <p>\[ \frac{a + i b}{c} = \frac{a}{c} + i \frac{b}{c} \]
- *
- * <p>This method is included for compatibility with ISO C99 which defines arithmetic between
- * real-only and complex numbers.</p>
- *
- * <p>Note: This method should be preferred over using
- * {@link #divide(Complex) divide(Complex.ofCartesian(divisor, 0))}. Division
- * can generate signed zeros if {@code this} complex has zeros for the real
- * and/or imaginary component, or the divisor is infinite. The summation of signed zeros
- * in {@link #divide(Complex)} may create zeros in the result that differ in sign
- * from the equivalent call to divide by a real-only number.
- *
- * @param divisor Value by which this complex number is to be divided.
- * @return {@code this / divisor}.
- * @see #divide(Complex)
- */
- public Complex divide(double divisor) {
- return new Complex(real / divisor, imaginary / divisor);
- }
- /**
- * Returns a {@code Complex} whose value is {@code (this / divisor)},
- * with {@code divisor} interpreted as an imaginary number.
- * Implements the formula:
- *
- * <p>\[ \frac{a + i b}{id} = \frac{b}{d} - i \frac{a}{d} \]
- *
- * <p>This method is included for compatibility with ISO C99 which defines arithmetic between
- * imaginary-only and complex numbers.</p>
- *
- * <p>Note: This method should be preferred over using
- * {@link #divide(Complex) divide(Complex.ofCartesian(0, divisor))}. Division
- * can generate signed zeros if {@code this} complex has zeros for the real
- * and/or imaginary component, or the divisor is infinite. The summation of signed zeros
- * in {@link #divide(Complex)} may create zeros in the result that differ in sign
- * from the equivalent call to divide by an imaginary-only number.
- *
- * <p>Warning: This method will generate a different result from
- * {@link #divide(Complex) divide(Complex.ofCartesian(0, divisor))} if the divisor is zero.
- * In this case the divide method using a zero-valued Complex will produce the same result
- * as dividing by a real-only zero. The output from dividing by imaginary zero will create
- * infinite and NaN values in the same component parts as the output from
- * {@code this.divide(Complex.ZERO).multiplyImaginary(1)}, however the sign
- * of some infinite values may be negated.
- *
- * @param divisor Value by which this complex number is to be divided.
- * @return {@code this / divisor}.
- * @see #divide(Complex)
- * @see #divide(double)
- */
- public Complex divideImaginary(double divisor) {
- return new Complex(imaginary / divisor, -real / divisor);
- }
- /**
- * Returns the
- * <a href="http://mathworld.wolfram.com/ExponentialFunction.html">
- * exponential function</a> of this complex number.
- *
- * <p>\[ \exp(z) = e^z \]
- *
- * <p>The exponential function of \( z \) is an entire function in the complex plane.
- * Special cases:
- *
- * <ul>
- * <li>{@code z.conj().exp() == z.exp().conj()}.
- * <li>If {@code z} is ±0 + i0, returns 1 + i0.
- * <li>If {@code z} is x + i∞ for finite x, returns NaN + iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is x + iNaN for finite x, returns NaN + iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is +∞ + i0, returns +∞ + i0.
- * <li>If {@code z} is −∞ + iy for finite y, returns +0 cis(y) (see {@link #ofCis(double)}).
- * <li>If {@code z} is +∞ + iy for finite nonzero y, returns +∞ cis(y).
- * <li>If {@code z} is −∞ + i∞, returns ±0 ± i0 (where the signs of the real and imaginary parts of the result are unspecified).
- * <li>If {@code z} is +∞ + i∞, returns ±∞ + iNaN (where the sign of the real part of the result is unspecified; "invalid" floating-point operation).
- * <li>If {@code z} is −∞ + iNaN, returns ±0 ± i0 (where the signs of the real and imaginary parts of the result are unspecified).
- * <li>If {@code z} is +∞ + iNaN, returns ±∞ + iNaN (where the sign of the real part of the result is unspecified).
- * <li>If {@code z} is NaN + i0, returns NaN + i0.
- * <li>If {@code z} is NaN + iy for all nonzero numbers y, returns NaN + iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is NaN + iNaN, returns NaN + iNaN.
- * </ul>
- *
- * <p>Implements the formula:
- *
- * <p>\[ \exp(x + iy) = e^x (\cos(y) + i \sin(y)) \]
- *
- * @return The exponential of this complex number.
- * @see <a href="http://functions.wolfram.com/ElementaryFunctions/Exp/">Exp</a>
- */
- public Complex exp() {
- if (Double.isInfinite(real)) {
- // Set the scale factor applied to cis(y)
- final double zeroOrInf;
- if (real < 0) {
- if (!Double.isFinite(imaginary)) {
- // (−∞ + i∞) or (−∞ + iNaN) returns (±0 ± i0) (where the signs of the
- // real and imaginary parts of the result are unspecified).
- // Here we preserve the conjugate equality.
- return new Complex(0, Math.copySign(0, imaginary));
- }
- // (−∞ + iy) returns +0 cis(y), for finite y
- zeroOrInf = 0;
- } else {
- // (+∞ + i0) returns +∞ + i0.
- if (imaginary == 0) {
- return this;
- }
- // (+∞ + i∞) or (+∞ + iNaN) returns (±∞ + iNaN) and raises the invalid
- // floating-point exception (where the sign of the real part of the
- // result is unspecified).
- if (!Double.isFinite(imaginary)) {
- return new Complex(real, Double.NaN);
- }
- // (+∞ + iy) returns (+∞ cis(y)), for finite nonzero y.
- zeroOrInf = real;
- }
- return new Complex(zeroOrInf * Math.cos(imaginary),
- zeroOrInf * Math.sin(imaginary));
- } else if (Double.isNaN(real)) {
- // (NaN + i0) returns (NaN + i0)
- // (NaN + iy) returns (NaN + iNaN) and optionally raises the invalid floating-point exception
- // (NaN + iNaN) returns (NaN + iNaN)
- return imaginary == 0 ? this : NAN;
- } else if (!Double.isFinite(imaginary)) {
- // (x + i∞) or (x + iNaN) returns (NaN + iNaN) and raises the invalid
- // floating-point exception, for finite x.
- return NAN;
- }
- // real and imaginary are finite.
- // Compute e^a * (cos(b) + i sin(b)).
- // Special case:
- // (±0 + i0) returns (1 + i0)
- final double exp = Math.exp(real);
- if (imaginary == 0) {
- return new Complex(exp, imaginary);
- }
- return new Complex(exp * Math.cos(imaginary),
- exp * Math.sin(imaginary));
- }
- /**
- * Returns the
- * <a href="http://mathworld.wolfram.com/NaturalLogarithm.html">
- * natural logarithm</a> of this complex number.
- *
- * <p>The natural logarithm of \( z \) is unbounded along the real axis and
- * in the range \( [-\pi, \pi] \) along the imaginary axis. The imaginary part of the
- * natural logarithm has a branch cut along the negative real axis \( (-infty,0] \).
- * Special cases:
- *
- * <ul>
- * <li>{@code z.conj().log() == z.log().conj()}.
- * <li>If {@code z} is −0 + i0, returns −∞ + iπ ("divide-by-zero" floating-point operation).
- * <li>If {@code z} is +0 + i0, returns −∞ + i0 ("divide-by-zero" floating-point operation).
- * <li>If {@code z} is x + i∞ for finite x, returns +∞ + iπ/2.
- * <li>If {@code z} is x + iNaN for finite x, returns NaN + iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is −∞ + iy for finite positive-signed y, returns +∞ + iπ.
- * <li>If {@code z} is +∞ + iy for finite positive-signed y, returns +∞ + i0.
- * <li>If {@code z} is −∞ + i∞, returns +∞ + i3π/4.
- * <li>If {@code z} is +∞ + i∞, returns +∞ + iπ/4.
- * <li>If {@code z} is ±∞ + iNaN, returns +∞ + iNaN.
- * <li>If {@code z} is NaN + iy for finite y, returns NaN + iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is NaN + i∞, returns +∞ + iNaN.
- * <li>If {@code z} is NaN + iNaN, returns NaN + iNaN.
- * </ul>
- *
- * <p>Implements the formula:
- *
- * <p>\[ \ln(z) = \ln |z| + i \arg(z) \]
- *
- * <p>where \( |z| \) is the absolute and \( \arg(z) \) is the argument.
- *
- * <p>The implementation is based on the method described in:</p>
- * <blockquote>
- * T E Hull, Thomas F Fairgrieve and Ping Tak Peter Tang (1994)
- * Implementing complex elementary functions using exception handling.
- * ACM Transactions on Mathematical Software, Vol 20, No 2, pp 215-244.
- * </blockquote>
- *
- * @return The natural logarithm of this complex number.
- * @see Math#log(double)
- * @see #abs()
- * @see #arg()
- * @see <a href="http://functions.wolfram.com/ElementaryFunctions/Log/">Log</a>
- */
- public Complex log() {
- return log(Math::log, HALF, LN_2, Complex::ofCartesian);
- }
- /**
- * Returns the base 10
- * <a href="http://mathworld.wolfram.com/CommonLogarithm.html">
- * common logarithm</a> of this complex number.
- *
- * <p>The common logarithm of \( z \) is unbounded along the real axis and
- * in the range \( [-\pi, \pi] \) along the imaginary axis. The imaginary part of the
- * common logarithm has a branch cut along the negative real axis \( (-infty,0] \).
- * Special cases are as defined in the {@link #log() natural logarithm}:
- *
- * <p>Implements the formula:
- *
- * <p>\[ \log_{10}(z) = \log_{10} |z| + i \arg(z) \]
- *
- * <p>where \( |z| \) is the absolute and \( \arg(z) \) is the argument.
- *
- * @return The base 10 logarithm of this complex number.
- * @see Math#log10(double)
- * @see #abs()
- * @see #arg()
- */
- public Complex log10() {
- return log(Math::log10, LOG_10E_O_2, LOG10_2, Complex::ofCartesian);
- }
- /**
- * Returns the logarithm of this complex number using the provided function.
- * Implements the formula:
- *
- * <pre>
- * log(x + i y) = log(|x + i y|) + i arg(x + i y)</pre>
- *
- * <p>Warning: The argument {@code logOf2} must be equal to {@code log(2)} using the
- * provided log function otherwise scaling using powers of 2 in the case of overflow
- * will be incorrect. This is provided as an internal optimisation.
- *
- * @param log Log function.
- * @param logOfeOver2 The log function applied to e, then divided by 2.
- * @param logOf2 The log function applied to 2.
- * @param constructor Constructor for the returned complex.
- * @return The logarithm of this complex number.
- * @see #abs()
- * @see #arg()
- */
- private Complex log(DoubleUnaryOperator log, double logOfeOver2, double logOf2, ComplexConstructor constructor) {
- // Handle NaN
- if (Double.isNaN(real) || Double.isNaN(imaginary)) {
- // Return NaN unless infinite
- if (isInfinite()) {
- return constructor.create(Double.POSITIVE_INFINITY, Double.NaN);
- }
- // No-use of the input constructor
- return NAN;
- }
- // Returns the real part:
- // log(sqrt(x^2 + y^2))
- // log(x^2 + y^2) / 2
- // Compute with positive values
- double x = Math.abs(real);
- double y = Math.abs(imaginary);
- // Find the larger magnitude.
- if (x < y) {
- final double tmp = x;
- x = y;
- y = tmp;
- }
- if (x == 0) {
- // Handle zero: raises the ‘‘divide-by-zero’’ floating-point exception.
- return constructor.create(Double.NEGATIVE_INFINITY,
- negative(real) ? Math.copySign(Math.PI, imaginary) : imaginary);
- }
- double re;
- // This alters the implementation of Hull et al (1994) which used a standard
- // precision representation of |z|: sqrt(x*x + y*y).
- // This formula should use the same definition of the magnitude returned
- // by Complex.abs() which is a high precision computation with scaling.
- // The checks for overflow thus only require ensuring the output of |z|
- // will not overflow or underflow.
- if (x > HALF && x < ROOT2) {
- // x^2+y^2 close to 1. Use log1p(x^2+y^2 - 1) / 2.
- re = Math.log1p(x2y2m1(x, y)) * logOfeOver2;
- } else {
- // Check for over/underflow in |z|
- // When scaling:
- // log(a / b) = log(a) - log(b)
- // So initialize the result with the log of the scale factor.
- re = 0;
- if (x > Double.MAX_VALUE / 2) {
- // Potential overflow.
- if (isPosInfinite(x)) {
- // Handle infinity
- return constructor.create(x, arg());
- }
- // Scale down.
- x /= 2;
- y /= 2;
- // log(2)
- re = logOf2;
- } else if (y < Double.MIN_NORMAL) {
- // Potential underflow.
- if (y == 0) {
- // Handle real only number
- return constructor.create(log.applyAsDouble(x), arg());
- }
- // Scale up sub-normal numbers to make them normal by scaling by 2^54,
- // i.e. more than the mantissa digits.
- x *= 0x1.0p54;
- y *= 0x1.0p54;
- // log(2^-54) = -54 * log(2)
- re = -54 * logOf2;
- }
- re += log.applyAsDouble(abs(x, y));
- }
- // All ISO C99 edge cases for the imaginary are satisfied by the Math library.
- return constructor.create(re, arg());
- }
- /**
- * Returns the complex power of this complex number raised to the power of {@code x}.
- * Implements the formula:
- *
- * <p>\[ z^x = e^{x \ln(z)} \]
- *
- * <p>If this complex number is zero then this method returns zero if {@code x} is positive
- * in the real component and zero in the imaginary component;
- * otherwise it returns NaN + iNaN.
- *
- * @param x The exponent to which this complex number is to be raised.
- * @return This complex number raised to the power of {@code x}.
- * @see #log()
- * @see #multiply(Complex)
- * @see #exp()
- * @see <a href="http://mathworld.wolfram.com/ComplexExponentiation.html">Complex exponentiation</a>
- * @see <a href="http://functions.wolfram.com/ElementaryFunctions/Power/">Power</a>
- */
- public Complex pow(Complex x) {
- if (real == 0 &&
- imaginary == 0) {
- // This value is zero. Test the other.
- if (x.real > 0 &&
- x.imaginary == 0) {
- // 0 raised to positive number is 0
- return ZERO;
- }
- // 0 raised to anything else is NaN
- return NAN;
- }
- return log().multiply(x).exp();
- }
- /**
- * Returns the complex power of this complex number raised to the power of {@code x},
- * with {@code x} interpreted as a real number.
- * Implements the formula:
- *
- * <p>\[ z^x = e^{x \ln(z)} \]
- *
- * <p>If this complex number is zero then this method returns zero if {@code x} is positive;
- * otherwise it returns NaN + iNaN.
- *
- * @param x The exponent to which this complex number is to be raised.
- * @return This complex number raised to the power of {@code x}.
- * @see #log()
- * @see #multiply(double)
- * @see #exp()
- * @see #pow(Complex)
- * @see <a href="http://functions.wolfram.com/ElementaryFunctions/Power/">Power</a>
- */
- public Complex pow(double x) {
- if (real == 0 &&
- imaginary == 0) {
- // This value is zero. Test the other.
- if (x > 0) {
- // 0 raised to positive number is 0
- return ZERO;
- }
- // 0 raised to anything else is NaN
- return NAN;
- }
- return log().multiply(x).exp();
- }
- /**
- * Returns the
- * <a href="http://mathworld.wolfram.com/SquareRoot.html">
- * square root</a> of this complex number.
- *
- * <p>\[ \sqrt{x + iy} = \frac{1}{2} \sqrt{2} \left( \sqrt{ \sqrt{x^2 + y^2} + x } + i\ \text{sgn}(y) \sqrt{ \sqrt{x^2 + y^2} - x } \right) \]
- *
- * <p>The square root of \( z \) is in the range \( [0, +\infty) \) along the real axis and
- * is unbounded along the imaginary axis. The imaginary part of the square root has a
- * branch cut along the negative real axis \( (-infty,0) \). Special cases:
- *
- * <ul>
- * <li>{@code z.conj().sqrt() == z.sqrt().conj()}.
- * <li>If {@code z} is ±0 + i0, returns +0 + i0.
- * <li>If {@code z} is x + i∞ for all x (including NaN), returns +∞ + i∞.
- * <li>If {@code z} is x + iNaN for finite x, returns NaN + iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is −∞ + iy for finite positive-signed y, returns +0 + i∞.
- * <li>If {@code z} is +∞ + iy for finite positive-signed y, returns +∞ + i0.
- * <li>If {@code z} is −∞ + iNaN, returns NaN ± i∞ (where the sign of the imaginary part of the result is unspecified).
- * <li>If {@code z} is +∞ + iNaN, returns +∞ + iNaN.
- * <li>If {@code z} is NaN + iy for finite y, returns NaN + iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is NaN + iNaN, returns NaN + iNaN.
- * </ul>
- *
- * <p>Implements the following algorithm to compute \( \sqrt{x + iy} \):
- * <ol>
- * <li>Let \( t = \sqrt{2 (|x| + |x + iy|)} \)
- * <li>if \( x \geq 0 \) return \( \frac{t}{2} + i \frac{y}{t} \)
- * <li>else return \( \frac{|y|}{t} + i\ \text{sgn}(y) \frac{t}{2} \)
- * </ol>
- * where:
- * <ul>
- * <li>\( |x| =\ \){@link Math#abs(double) abs}(x)
- * <li>\( |x + y i| =\ \){@link Complex#abs}
- * <li>\( \text{sgn}(y) =\ \){@link Math#copySign(double,double) copySign}(1.0, y)
- * </ul>
- *
- * <p>The implementation is overflow and underflow safe based on the method described in:</p>
- * <blockquote>
- * T E Hull, Thomas F Fairgrieve and Ping Tak Peter Tang (1994)
- * Implementing complex elementary functions using exception handling.
- * ACM Transactions on Mathematical Software, Vol 20, No 2, pp 215-244.
- * </blockquote>
- *
- * @return The square root of this complex number.
- * @see <a href="http://functions.wolfram.com/ElementaryFunctions/Sqrt/">Sqrt</a>
- */
- public Complex sqrt() {
- return sqrt(real, imaginary);
- }
- /**
- * Returns the square root of the complex number {@code sqrt(x + i y)}.
- *
- * @param real Real component.
- * @param imaginary Imaginary component.
- * @return The square root of the complex number.
- */
- private static Complex sqrt(double real, double imaginary) {
- // Handle NaN
- if (Double.isNaN(real) || Double.isNaN(imaginary)) {
- // Check for infinite
- if (Double.isInfinite(imaginary)) {
- return new Complex(Double.POSITIVE_INFINITY, imaginary);
- }
- if (Double.isInfinite(real)) {
- if (real == Double.NEGATIVE_INFINITY) {
- return new Complex(Double.NaN, Math.copySign(Double.POSITIVE_INFINITY, imaginary));
- }
- return new Complex(Double.POSITIVE_INFINITY, Double.NaN);
- }
- return NAN;
- }
- // Compute with positive values and determine sign at the end
- final double x = Math.abs(real);
- final double y = Math.abs(imaginary);
- // Compute
- final double t;
- // This alters the implementation of Hull et al (1994) which used a standard
- // precision representation of |z|: sqrt(x*x + y*y).
- // This formula should use the same definition of the magnitude returned
- // by Complex.abs() which is a high precision computation with scaling.
- // Worry about overflow if 2 * (|z| + |x|) will overflow.
- // Worry about underflow if |z| or |x| are sub-normal components.
- if (inRegion(x, y, Double.MIN_NORMAL, SQRT_SAFE_UPPER)) {
- // No over/underflow
- t = Math.sqrt(2 * (abs(x, y) + x));
- } else {
- // Potential over/underflow. First check infinites and real/imaginary only.
- // Check for infinite
- if (isPosInfinite(y)) {
- return new Complex(Double.POSITIVE_INFINITY, imaginary);
- } else if (isPosInfinite(x)) {
- if (real == Double.NEGATIVE_INFINITY) {
- return new Complex(0, Math.copySign(Double.POSITIVE_INFINITY, imaginary));
- }
- return new Complex(Double.POSITIVE_INFINITY, Math.copySign(0, imaginary));
- } else if (y == 0) {
- // Real only
- final double sqrtAbs = Math.sqrt(x);
- if (real < 0) {
- return new Complex(0, Math.copySign(sqrtAbs, imaginary));
- }
- return new Complex(sqrtAbs, imaginary);
- } else if (x == 0) {
- // Imaginary only. This sets the two components to the same magnitude.
- // Note: In polar coordinates this does not happen:
- // real = sqrt(abs()) * Math.cos(arg() / 2)
- // imag = sqrt(abs()) * Math.sin(arg() / 2)
- // arg() / 2 = pi/4 and cos and sin should both return sqrt(2)/2 but
- // are different by 1 ULP.
- final double sqrtAbs = Math.sqrt(y) * ONE_OVER_ROOT2;
- return new Complex(sqrtAbs, Math.copySign(sqrtAbs, imaginary));
- } else {
- // Over/underflow.
- // Full scaling is not required as this is done in the hypotenuse function.
- // Keep the number as big as possible for maximum precision in the second sqrt.
- // Note if we scale by an even power of 2, we can re-scale by sqrt of the number.
- // a = sqrt(b)
- // a = sqrt(b/4) * sqrt(4)
- final double rescale;
- final double sx;
- final double sy;
- if (Math.max(x, y) > SQRT_SAFE_UPPER) {
- // Overflow. Scale down by 16 and rescale by sqrt(16).
- sx = x / 16;
- sy = y / 16;
- rescale = 4;
- } else {
- // Sub-normal numbers. Make them normal by scaling by 2^54,
- // i.e. more than the mantissa digits, and rescale by sqrt(2^54) = 2^27.
- sx = x * 0x1.0p54;
- sy = y * 0x1.0p54;
- rescale = 0x1.0p-27;
- }
- t = rescale * Math.sqrt(2 * (abs(sx, sy) + sx));
- }
- }
- if (real >= 0) {
- return new Complex(t / 2, imaginary / t);
- }
- return new Complex(y / t, Math.copySign(t / 2, imaginary));
- }
- /**
- * Returns the
- * <a href="http://mathworld.wolfram.com/Sine.html">
- * sine</a> of this complex number.
- *
- * <p>\[ \sin(z) = \frac{1}{2} i \left( e^{-iz} - e^{iz} \right) \]
- *
- * <p>This is an odd function: \( \sin(z) = -\sin(-z) \).
- * The sine is an entire function and requires no branch cuts.
- *
- * <p>This is implemented using real \( x \) and imaginary \( y \) parts:
- *
- * <p>\[ \sin(x + iy) = \sin(x)\cosh(y) + i \cos(x)\sinh(y) \]
- *
- * <p>As per the C99 standard this function is computed using the trigonomic identity:
- *
- * <p>\[ \sin(z) = -i \sinh(iz) \]
- *
- * @return The sine of this complex number.
- * @see <a href="http://functions.wolfram.com/ElementaryFunctions/Sin/">Sin</a>
- */
- public Complex sin() {
- // Define in terms of sinh
- // sin(z) = -i sinh(iz)
- // Multiply this number by I, compute sinh, then multiply by back
- return sinh(-imaginary, real, Complex::multiplyNegativeI);
- }
- /**
- * Returns the
- * <a href="http://mathworld.wolfram.com/Cosine.html">
- * cosine</a> of this complex number.
- *
- * <p>\[ \cos(z) = \frac{1}{2} \left( e^{iz} + e^{-iz} \right) \]
- *
- * <p>This is an even function: \( \cos(z) = \cos(-z) \).
- * The cosine is an entire function and requires no branch cuts.
- *
- * <p>This is implemented using real \( x \) and imaginary \( y \) parts:
- *
- * <p>\[ \cos(x + iy) = \cos(x)\cosh(y) - i \sin(x)\sinh(y) \]
- *
- * <p>As per the C99 standard this function is computed using the trigonomic identity:
- *
- * <p>\[ cos(z) = cosh(iz) \]
- *
- * @return The cosine of this complex number.
- * @see <a href="http://functions.wolfram.com/ElementaryFunctions/Cos/">Cos</a>
- */
- public Complex cos() {
- // Define in terms of cosh
- // cos(z) = cosh(iz)
- // Multiply this number by I and compute cosh.
- return cosh(-imaginary, real, Complex::ofCartesian);
- }
- /**
- * Returns the
- * <a href="http://mathworld.wolfram.com/Tangent.html">
- * tangent</a> of this complex number.
- *
- * <p>\[ \tan(z) = \frac{i(e^{-iz} - e^{iz})}{e^{-iz} + e^{iz}} \]
- *
- * <p>This is an odd function: \( \tan(z) = -\tan(-z) \).
- * The tangent is an entire function and requires no branch cuts.
- *
- * <p>This is implemented using real \( x \) and imaginary \( y \) parts:</p>
- * \[ \tan(x + iy) = \frac{\sin(2x)}{\cos(2x)+\cosh(2y)} + i \frac{\sinh(2y)}{\cos(2x)+\cosh(2y)} \]
- *
- * <p>As per the C99 standard this function is computed using the trigonomic identity:</p>
- * \[ \tan(z) = -i \tanh(iz) \]
- *
- * @return The tangent of this complex number.
- * @see <a href="http://functions.wolfram.com/ElementaryFunctions/Tan/">Tangent</a>
- */
- public Complex tan() {
- // Define in terms of tanh
- // tan(z) = -i tanh(iz)
- // Multiply this number by I, compute tanh, then multiply by back
- return tanh(-imaginary, real, Complex::multiplyNegativeI);
- }
- /**
- * Returns the
- * <a href="http://mathworld.wolfram.com/InverseSine.html">
- * inverse sine</a> of this complex number.
- *
- * <p>\[ \sin^{-1}(z) = - i \left(\ln{iz + \sqrt{1 - z^2}}\right) \]
- *
- * <p>The inverse sine of \( z \) is unbounded along the imaginary axis and
- * in the range \( [-\pi, \pi] \) along the real axis. Special cases are handled
- * as if the operation is implemented using \( \sin^{-1}(z) = -i \sinh^{-1}(iz) \).
- *
- * <p>The inverse sine is a multivalued function and requires a branch cut in
- * the complex plane; the cut is conventionally placed at the line segments
- * \( (\infty,-1) \) and \( (1,\infty) \) of the real axis.
- *
- * <p>This is implemented using real \( x \) and imaginary \( y \) parts:
- *
- * <p>\[ \begin{aligned}
- * \sin^{-1}(z) &= \sin^{-1}(B) + i\ \text{sgn}(y)\ln \left(A + \sqrt{A^2-1} \right) \\
- * A &= \frac{1}{2} \left[ \sqrt{(x+1)^2+y^2} + \sqrt{(x-1)^2+y^2} \right] \\
- * B &= \frac{1}{2} \left[ \sqrt{(x+1)^2+y^2} - \sqrt{(x-1)^2+y^2} \right] \end{aligned} \]
- *
- * <p>where \( \text{sgn}(y) \) is the sign function implemented using
- * {@link Math#copySign(double,double) copySign(1.0, y)}.
- *
- * <p>The implementation is based on the method described in:</p>
- * <blockquote>
- * T E Hull, Thomas F Fairgrieve and Ping Tak Peter Tang (1997)
- * Implementing the complex Arcsine and Arccosine Functions using Exception Handling.
- * ACM Transactions on Mathematical Software, Vol 23, No 3, pp 299-335.
- * </blockquote>
- *
- * <p>The code has been adapted from the <a href="https://www.boost.org/">Boost</a>
- * {@code c++} implementation {@code <boost/math/complex/asin.hpp>}.
- *
- * @return The inverse sine of this complex number.
- * @see <a href="http://functions.wolfram.com/ElementaryFunctions/ArcSin/">ArcSin</a>
- */
- public Complex asin() {
- return asin(real, imaginary, Complex::ofCartesian);
- }
- /**
- * Returns the inverse sine of the complex number.
- *
- * <p>This function exists to allow implementation of the identity
- * {@code asinh(z) = -i asin(iz)}.
- *
- * <p>Adapted from {@code <boost/math/complex/asin.hpp>}. This method only (and not
- * invoked methods within) is distributed under the Boost Software License V1.0.
- * The original notice is shown below and the licence is shown in full in LICENSE:
- * <pre>
- * (C) Copyright John Maddock 2005.
- * Distributed under the Boost Software License, Version 1.0. (See accompanying
- * file LICENSE or copy at https://www.boost.org/LICENSE_1_0.txt)
- * </pre>
- *
- * @param real Real part.
- * @param imaginary Imaginary part.
- * @param constructor Constructor.
- * @return The inverse sine of this complex number.
- */
- private static Complex asin(final double real, final double imaginary,
- final ComplexConstructor constructor) {
- // Compute with positive values and determine sign at the end
- final double x = Math.abs(real);
- final double y = Math.abs(imaginary);
- // The result (without sign correction)
- final double re;
- final double im;
- // Handle C99 special cases
- if (Double.isNaN(x)) {
- if (isPosInfinite(y)) {
- re = x;
- im = y;
- } else {
- // No-use of the input constructor
- return NAN;
- }
- } else if (Double.isNaN(y)) {
- if (x == 0) {
- re = 0;
- im = y;
- } else if (isPosInfinite(x)) {
- re = y;
- im = x;
- } else {
- // No-use of the input constructor
- return NAN;
- }
- } else if (isPosInfinite(x)) {
- re = isPosInfinite(y) ? PI_OVER_4 : PI_OVER_2;
- im = x;
- } else if (isPosInfinite(y)) {
- re = 0;
- im = y;
- } else {
- // Special case for real numbers:
- if (y == 0 && x <= 1) {
- return constructor.create(Math.asin(real), imaginary);
- }
- final double xp1 = x + 1;
- final double xm1 = x - 1;
- if (inRegion(x, y, SAFE_MIN, SAFE_MAX)) {
- final double yy = y * y;
- final double r = Math.sqrt(xp1 * xp1 + yy);
- final double s = Math.sqrt(xm1 * xm1 + yy);
- final double a = 0.5 * (r + s);
- final double b = x / a;
- if (b <= B_CROSSOVER) {
- re = Math.asin(b);
- } else {
- final double apx = a + x;
- if (x <= 1) {
- re = Math.atan(x / Math.sqrt(0.5 * apx * (yy / (r + xp1) + (s - xm1))));
- } else {
- re = Math.atan(x / (y * Math.sqrt(0.5 * (apx / (r + xp1) + apx / (s + xm1)))));
- }
- }
- if (a <= A_CROSSOVER) {
- final double am1;
- if (x < 1) {
- am1 = 0.5 * (yy / (r + xp1) + yy / (s - xm1));
- } else {
- am1 = 0.5 * (yy / (r + xp1) + (s + xm1));
- }
- im = Math.log1p(am1 + Math.sqrt(am1 * (a + 1)));
- } else {
- im = Math.log(a + Math.sqrt(a * a - 1));
- }
- } else {
- // Hull et al: Exception handling code from figure 4
- if (y <= (EPSILON * Math.abs(xm1))) {
- if (x < 1) {
- re = Math.asin(x);
- im = y / Math.sqrt(xp1 * (1 - x));
- } else {
- re = PI_OVER_2;
- if ((Double.MAX_VALUE / xp1) > xm1) {
- // xp1 * xm1 won't overflow:
- im = Math.log1p(xm1 + Math.sqrt(xp1 * xm1));
- } else {
- im = LN_2 + Math.log(x);
- }
- }
- } else if (y <= SAFE_MIN) {
- // Hull et al: Assume x == 1.
- // True if:
- // E^2 > 8*sqrt(u)
- //
- // E = Machine epsilon: (1 + epsilon) = 1
- // u = Double.MIN_NORMAL
- re = PI_OVER_2 - Math.sqrt(y);
- im = Math.sqrt(y);
- } else if (EPSILON * y - 1 >= x) {
- // Possible underflow:
- re = x / y;
- im = LN_2 + Math.log(y);
- } else if (x > 1) {
- re = Math.atan(x / y);
- final double xoy = x / y;
- im = LN_2 + Math.log(y) + 0.5 * Math.log1p(xoy * xoy);
- } else {
- final double a = Math.sqrt(1 + y * y);
- // Possible underflow:
- re = x / a;
- im = 0.5 * Math.log1p(2 * y * (y + a));
- }
- }
- }
- return constructor.create(changeSign(re, real),
- changeSign(im, imaginary));
- }
- /**
- * Returns the
- * <a href="http://mathworld.wolfram.com/InverseCosine.html">
- * inverse cosine</a> of this complex number.
- *
- * <p>\[ \cos^{-1}(z) = \frac{\pi}{2} + i \left(\ln{iz + \sqrt{1 - z^2}}\right) \]
- *
- * <p>The inverse cosine of \( z \) is in the range \( [0, \pi) \) along the real axis and
- * unbounded along the imaginary axis. Special cases:
- *
- * <ul>
- * <li>{@code z.conj().acos() == z.acos().conj()}.
- * <li>If {@code z} is ±0 + i0, returns π/2 − i0.
- * <li>If {@code z} is ±0 + iNaN, returns π/2 + iNaN.
- * <li>If {@code z} is x + i∞ for finite x, returns π/2 − i∞.
- * <li>If {@code z} is x + iNaN, returns NaN + iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is −∞ + iy for positive-signed finite y, returns π − i∞.
- * <li>If {@code z} is +∞ + iy for positive-signed finite y, returns +0 − i∞.
- * <li>If {@code z} is −∞ + i∞, returns 3π/4 − i∞.
- * <li>If {@code z} is +∞ + i∞, returns π/4 − i∞.
- * <li>If {@code z} is ±∞ + iNaN, returns NaN ± i∞ where the sign of the imaginary part of the result is unspecified.
- * <li>If {@code z} is NaN + iy for finite y, returns NaN + iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is NaN + i∞, returns NaN − i∞.
- * <li>If {@code z} is NaN + iNaN, returns NaN + iNaN.
- * </ul>
- *
- * <p>The inverse cosine is a multivalued function and requires a branch cut in
- * the complex plane; the cut is conventionally placed at the line segments
- * \( (-\infty,-1) \) and \( (1,\infty) \) of the real axis.
- *
- * <p>This function is implemented using real \( x \) and imaginary \( y \) parts:
- *
- * <p>\[ \begin{aligned}
- * \cos^{-1}(z) &= \cos^{-1}(B) - i\ \text{sgn}(y) \ln\left(A + \sqrt{A^2-1}\right) \\
- * A &= \frac{1}{2} \left[ \sqrt{(x+1)^2+y^2} + \sqrt{(x-1)^2+y^2} \right] \\
- * B &= \frac{1}{2} \left[ \sqrt{(x+1)^2+y^2} - \sqrt{(x-1)^2+y^2} \right] \end{aligned} \]
- *
- * <p>where \( \text{sgn}(y) \) is the sign function implemented using
- * {@link Math#copySign(double,double) copySign(1.0, y)}.
- *
- * <p>The implementation is based on the method described in:</p>
- * <blockquote>
- * T E Hull, Thomas F Fairgrieve and Ping Tak Peter Tang (1997)
- * Implementing the complex Arcsine and Arccosine Functions using Exception Handling.
- * ACM Transactions on Mathematical Software, Vol 23, No 3, pp 299-335.
- * </blockquote>
- *
- * <p>The code has been adapted from the <a href="https://www.boost.org/">Boost</a>
- * {@code c++} implementation {@code <boost/math/complex/acos.hpp>}.
- *
- * @return The inverse cosine of this complex number.
- * @see <a href="http://functions.wolfram.com/ElementaryFunctions/ArcCos/">ArcCos</a>
- */
- public Complex acos() {
- return acos(real, imaginary, Complex::ofCartesian);
- }
- /**
- * Returns the inverse cosine of the complex number.
- *
- * <p>This function exists to allow implementation of the identity
- * {@code acosh(z) = +-i acos(z)}.
- *
- * <p>Adapted from {@code <boost/math/complex/acos.hpp>}. This method only (and not
- * invoked methods within) is distributed under the Boost Software License V1.0.
- * The original notice is shown below and the licence is shown in full in LICENSE:
- * <pre>
- * (C) Copyright John Maddock 2005.
- * Distributed under the Boost Software License, Version 1.0. (See accompanying
- * file LICENSE or copy at https://www.boost.org/LICENSE_1_0.txt)
- * </pre>
- *
- * @param real Real part.
- * @param imaginary Imaginary part.
- * @param constructor Constructor.
- * @return The inverse cosine of the complex number.
- */
- private static Complex acos(final double real, final double imaginary,
- final ComplexConstructor constructor) {
- // Compute with positive values and determine sign at the end
- final double x = Math.abs(real);
- final double y = Math.abs(imaginary);
- // The result (without sign correction)
- final double re;
- final double im;
- // Handle C99 special cases
- if (isPosInfinite(x)) {
- if (isPosInfinite(y)) {
- re = PI_OVER_4;
- im = y;
- } else if (Double.isNaN(y)) {
- // sign of the imaginary part of the result is unspecified
- return constructor.create(imaginary, real);
- } else {
- re = 0;
- im = Double.POSITIVE_INFINITY;
- }
- } else if (Double.isNaN(x)) {
- if (isPosInfinite(y)) {
- return constructor.create(x, -imaginary);
- }
- // No-use of the input constructor
- return NAN;
- } else if (isPosInfinite(y)) {
- re = PI_OVER_2;
- im = y;
- } else if (Double.isNaN(y)) {
- return constructor.create(x == 0 ? PI_OVER_2 : y, y);
- } else {
- // Special case for real numbers:
- if (y == 0 && x <= 1) {
- return constructor.create(x == 0 ? PI_OVER_2 : Math.acos(real), -imaginary);
- }
- final double xp1 = x + 1;
- final double xm1 = x - 1;
- if (inRegion(x, y, SAFE_MIN, SAFE_MAX)) {
- final double yy = y * y;
- final double r = Math.sqrt(xp1 * xp1 + yy);
- final double s = Math.sqrt(xm1 * xm1 + yy);
- final double a = 0.5 * (r + s);
- final double b = x / a;
- if (b <= B_CROSSOVER) {
- re = Math.acos(b);
- } else {
- final double apx = a + x;
- if (x <= 1) {
- re = Math.atan(Math.sqrt(0.5 * apx * (yy / (r + xp1) + (s - xm1))) / x);
- } else {
- re = Math.atan((y * Math.sqrt(0.5 * (apx / (r + xp1) + apx / (s + xm1)))) / x);
- }
- }
- if (a <= A_CROSSOVER) {
- final double am1;
- if (x < 1) {
- am1 = 0.5 * (yy / (r + xp1) + yy / (s - xm1));
- } else {
- am1 = 0.5 * (yy / (r + xp1) + (s + xm1));
- }
- im = Math.log1p(am1 + Math.sqrt(am1 * (a + 1)));
- } else {
- im = Math.log(a + Math.sqrt(a * a - 1));
- }
- } else {
- // Hull et al: Exception handling code from figure 6
- if (y <= (EPSILON * Math.abs(xm1))) {
- if (x < 1) {
- re = Math.acos(x);
- im = y / Math.sqrt(xp1 * (1 - x));
- } else {
- // This deviates from Hull et al's paper as per
- // https://svn.boost.org/trac/boost/ticket/7290
- if ((Double.MAX_VALUE / xp1) > xm1) {
- // xp1 * xm1 won't overflow:
- re = y / Math.sqrt(xm1 * xp1);
- im = Math.log1p(xm1 + Math.sqrt(xp1 * xm1));
- } else {
- re = y / x;
- im = LN_2 + Math.log(x);
- }
- }
- } else if (y <= SAFE_MIN) {
- // Hull et al: Assume x == 1.
- // True if:
- // E^2 > 8*sqrt(u)
- //
- // E = Machine epsilon: (1 + epsilon) = 1
- // u = Double.MIN_NORMAL
- re = Math.sqrt(y);
- im = Math.sqrt(y);
- } else if (EPSILON * y - 1 >= x) {
- re = PI_OVER_2;
- im = LN_2 + Math.log(y);
- } else if (x > 1) {
- re = Math.atan(y / x);
- final double xoy = x / y;
- im = LN_2 + Math.log(y) + 0.5 * Math.log1p(xoy * xoy);
- } else {
- re = PI_OVER_2;
- final double a = Math.sqrt(1 + y * y);
- im = 0.5 * Math.log1p(2 * y * (y + a));
- }
- }
- }
- return constructor.create(negative(real) ? Math.PI - re : re,
- negative(imaginary) ? im : -im);
- }
- /**
- * Returns the
- * <a href="http://mathworld.wolfram.com/InverseTangent.html">
- * inverse tangent</a> of this complex number.
- *
- * <p>\[ \tan^{-1}(z) = \frac{i}{2} \ln \left( \frac{i + z}{i - z} \right) \]
- *
- * <p>The inverse hyperbolic tangent of \( z \) is unbounded along the imaginary axis and
- * in the range \( [-\pi/2, \pi/2] \) along the real axis.
- *
- * <p>The inverse tangent is a multivalued function and requires a branch cut in
- * the complex plane; the cut is conventionally placed at the line segments
- * \( (i \infty,-i] \) and \( [i,i \infty) \) of the imaginary axis.
- *
- * <p>As per the C99 standard this function is computed using the trigonomic identity:
- * \[ \tan^{-1}(z) = -i \tanh^{-1}(iz) \]
- *
- * @return The inverse tangent of this complex number.
- * @see <a href="http://functions.wolfram.com/ElementaryFunctions/ArcTan/">ArcTan</a>
- */
- public Complex atan() {
- // Define in terms of atanh
- // atan(z) = -i atanh(iz)
- // Multiply this number by I, compute atanh, then multiply by back
- return atanh(-imaginary, real, Complex::multiplyNegativeI);
- }
- /**
- * Returns the
- * <a href="http://mathworld.wolfram.com/HyperbolicSine.html">
- * hyperbolic sine</a> of this complex number.
- *
- * <p>\[ \sinh(z) = \frac{1}{2} \left( e^{z} - e^{-z} \right) \]
- *
- * <p>The hyperbolic sine of \( z \) is an entire function in the complex plane
- * and is periodic with respect to the imaginary component with period \( 2\pi i \).
- * Special cases:
- *
- * <ul>
- * <li>{@code z.conj().sinh() == z.sinh().conj()}.
- * <li>This is an odd function: \( \sinh(z) = -\sinh(-z) \).
- * <li>If {@code z} is +0 + i0, returns +0 + i0.
- * <li>If {@code z} is +0 + i∞, returns ±0 + iNaN (where the sign of the real part of the result is unspecified; "invalid" floating-point operation).
- * <li>If {@code z} is +0 + iNaN, returns ±0 + iNaN (where the sign of the real part of the result is unspecified).
- * <li>If {@code z} is x + i∞ for positive finite x, returns NaN + iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is x + iNaN for finite nonzero x, returns NaN + iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is +∞ + i0, returns +∞ + i0.
- * <li>If {@code z} is +∞ + iy for positive finite y, returns +∞ cis(y) (see {@link #ofCis(double)}.
- * <li>If {@code z} is +∞ + i∞, returns ±∞ + iNaN (where the sign of the real part of the result is unspecified; "invalid" floating-point operation).
- * <li>If {@code z} is +∞ + iNaN, returns ±∞ + iNaN (where the sign of the real part of the result is unspecified).
- * <li>If {@code z} is NaN + i0, returns NaN + i0.
- * <li>If {@code z} is NaN + iy for all nonzero numbers y, returns NaN + iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is NaN + iNaN, returns NaN + iNaN.
- * </ul>
- *
- * <p>This is implemented using real \( x \) and imaginary \( y \) parts:
- *
- * <p>\[ \sinh(x + iy) = \sinh(x)\cos(y) + i \cosh(x)\sin(y) \]
- *
- * @return The hyperbolic sine of this complex number.
- * @see <a href="http://functions.wolfram.com/ElementaryFunctions/Sinh/">Sinh</a>
- */
- public Complex sinh() {
- return sinh(real, imaginary, Complex::ofCartesian);
- }
- /**
- * Returns the hyperbolic sine of the complex number.
- *
- * <p>This function exists to allow implementation of the identity
- * {@code sin(z) = -i sinh(iz)}.<p>
- *
- * @param real Real part.
- * @param imaginary Imaginary part.
- * @param constructor Constructor.
- * @return The hyperbolic sine of the complex number.
- */
- private static Complex sinh(double real, double imaginary, ComplexConstructor constructor) {
- if (Double.isInfinite(real) && !Double.isFinite(imaginary)) {
- return constructor.create(real, Double.NaN);
- }
- if (real == 0) {
- // Imaginary-only sinh(iy) = i sin(y).
- if (Double.isFinite(imaginary)) {
- // Maintain periodic property with respect to the imaginary component.
- // sinh(+/-0.0) * cos(+/-x) = +/-0 * cos(x)
- return constructor.create(changeSign(real, Math.cos(imaginary)),
- Math.sin(imaginary));
- }
- // If imaginary is inf/NaN the sign of the real part is unspecified.
- // Returning the same real value maintains the conjugate equality.
- // It is not possible to also maintain the odd function (hence the unspecified sign).
- return constructor.create(real, Double.NaN);
- }
- if (imaginary == 0) {
- // Real-only sinh(x).
- return constructor.create(Math.sinh(real), imaginary);
- }
- final double x = Math.abs(real);
- if (x > SAFE_EXP) {
- // Approximate sinh/cosh(x) using exp^|x| / 2
- return coshsinh(x, real, imaginary, true, constructor);
- }
- // No overflow of sinh/cosh
- return constructor.create(Math.sinh(real) * Math.cos(imaginary),
- Math.cosh(real) * Math.sin(imaginary));
- }
- /**
- * Returns the
- * <a href="http://mathworld.wolfram.com/HyperbolicCosine.html">
- * hyperbolic cosine</a> of this complex number.
- *
- * <p>\[ \cosh(z) = \frac{1}{2} \left( e^{z} + e^{-z} \right) \]
- *
- * <p>The hyperbolic cosine of \( z \) is an entire function in the complex plane
- * and is periodic with respect to the imaginary component with period \( 2\pi i \).
- * Special cases:
- *
- * <ul>
- * <li>{@code z.conj().cosh() == z.cosh().conj()}.
- * <li>This is an even function: \( \cosh(z) = \cosh(-z) \).
- * <li>If {@code z} is +0 + i0, returns 1 + i0.
- * <li>If {@code z} is +0 + i∞, returns NaN ± i0 (where the sign of the imaginary part of the result is unspecified; "invalid" floating-point operation).
- * <li>If {@code z} is +0 + iNaN, returns NaN ± i0 (where the sign of the imaginary part of the result is unspecified).
- * <li>If {@code z} is x + i∞ for finite nonzero x, returns NaN + iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is x + iNaN for finite nonzero x, returns NaN + iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is +∞ + i0, returns +∞ + i0.
- * <li>If {@code z} is +∞ + iy for finite nonzero y, returns +∞ cis(y) (see {@link #ofCis(double)}).
- * <li>If {@code z} is +∞ + i∞, returns ±∞ + iNaN (where the sign of the real part of the result is unspecified).
- * <li>If {@code z} is +∞ + iNaN, returns +∞ + iNaN.
- * <li>If {@code z} is NaN + i0, returns NaN ± i0 (where the sign of the imaginary part of the result is unspecified).
- * <li>If {@code z} is NaN + iy for all nonzero numbers y, returns NaN + iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is NaN + iNaN, returns NaN + iNaN.
- * </ul>
- *
- * <p>This is implemented using real \( x \) and imaginary \( y \) parts:
- *
- * <p>\[ \cosh(x + iy) = \cosh(x)\cos(y) + i \sinh(x)\sin(y) \]
- *
- * @return The hyperbolic cosine of this complex number.
- * @see <a href="http://functions.wolfram.com/ElementaryFunctions/Cosh/">Cosh</a>
- */
- public Complex cosh() {
- return cosh(real, imaginary, Complex::ofCartesian);
- }
- /**
- * Returns the hyperbolic cosine of the complex number.
- *
- * <p>This function exists to allow implementation of the identity
- * {@code cos(z) = cosh(iz)}.<p>
- *
- * @param real Real part.
- * @param imaginary Imaginary part.
- * @param constructor Constructor.
- * @return The hyperbolic cosine of the complex number.
- */
- private static Complex cosh(double real, double imaginary, ComplexConstructor constructor) {
- // ISO C99: Preserve the even function by mapping to positive
- // f(z) = f(-z)
- if (Double.isInfinite(real) && !Double.isFinite(imaginary)) {
- return constructor.create(Math.abs(real), Double.NaN);
- }
- if (real == 0) {
- // Imaginary-only cosh(iy) = cos(y).
- if (Double.isFinite(imaginary)) {
- // Maintain periodic property with respect to the imaginary component.
- // sinh(+/-0.0) * sin(+/-x) = +/-0 * sin(x)
- return constructor.create(Math.cos(imaginary),
- changeSign(real, Math.sin(imaginary)));
- }
- // If imaginary is inf/NaN the sign of the imaginary part is unspecified.
- // Although not required by C99 changing the sign maintains the conjugate equality.
- // It is not possible to also maintain the even function (hence the unspecified sign).
- return constructor.create(Double.NaN, changeSign(real, imaginary));
- }
- if (imaginary == 0) {
- // Real-only cosh(x).
- // Change sign to preserve conjugate equality and even function.
- // sin(+/-0) * sinh(+/-x) = +/-0 * +/-a (sinh is monotonic and same sign)
- // => change the sign of imaginary using real. Handles special case of infinite real.
- // If real is NaN the sign of the imaginary part is unspecified.
- return constructor.create(Math.cosh(real), changeSign(imaginary, real));
- }
- final double x = Math.abs(real);
- if (x > SAFE_EXP) {
- // Approximate sinh/cosh(x) using exp^|x| / 2
- return coshsinh(x, real, imaginary, false, constructor);
- }
- // No overflow of sinh/cosh
- return constructor.create(Math.cosh(real) * Math.cos(imaginary),
- Math.sinh(real) * Math.sin(imaginary));
- }
- /**
- * Compute cosh or sinh when the absolute real component |x| is large. In this case
- * cosh(x) and sinh(x) can be approximated by exp(|x|) / 2:
- *
- * <pre>
- * cosh(x+iy) real = (e^|x| / 2) * cos(y)
- * cosh(x+iy) imag = (e^|x| / 2) * sin(y) * sign(x)
- * sinh(x+iy) real = (e^|x| / 2) * cos(y) * sign(x)
- * sinh(x+iy) imag = (e^|x| / 2) * sin(y)
- * </pre>
- *
- * @param x Absolute real component |x|.
- * @param real Real part (x).
- * @param imaginary Imaginary part (y).
- * @param sinh Set to true to compute sinh, otherwise cosh.
- * @param constructor Constructor.
- * @return The hyperbolic sine/cosine of the complex number.
- */
- private static Complex coshsinh(double x, double real, double imaginary, boolean sinh,
- ComplexConstructor constructor) {
- // Always require the cos and sin.
- double re = Math.cos(imaginary);
- double im = Math.sin(imaginary);
- // Compute the correct function
- if (sinh) {
- re = changeSign(re, real);
- } else {
- im = changeSign(im, real);
- }
- // Multiply by (e^|x| / 2).
- // Overflow safe computation since sin/cos can be very small allowing a result
- // when e^x overflows: e^x / 2 = (e^m / 2) * e^m * e^(x-2m)
- if (x > SAFE_EXP * 3) {
- // e^x > e^m * e^m * e^m
- // y * (e^m / 2) * e^m * e^m will overflow when starting with Double.MIN_VALUE.
- // Note: Do not multiply by +inf to safeguard against sin(y)=0.0 which
- // will create 0 * inf = nan.
- re *= Double.MAX_VALUE * Double.MAX_VALUE * Double.MAX_VALUE;
- im *= Double.MAX_VALUE * Double.MAX_VALUE * Double.MAX_VALUE;
- } else {
- // Initial part of (e^x / 2) using (e^m / 2)
- re *= EXP_M / 2;
- im *= EXP_M / 2;
- final double xm;
- if (x > SAFE_EXP * 2) {
- // e^x = e^m * e^m * e^(x-2m)
- re *= EXP_M;
- im *= EXP_M;
- xm = x - SAFE_EXP * 2;
- } else {
- // e^x = e^m * e^(x-m)
- xm = x - SAFE_EXP;
- }
- final double exp = Math.exp(xm);
- re *= exp;
- im *= exp;
- }
- return constructor.create(re, im);
- }
- /**
- * Returns the
- * <a href="http://mathworld.wolfram.com/HyperbolicTangent.html">
- * hyperbolic tangent</a> of this complex number.
- *
- * <p>\[ \tanh(z) = \frac{e^z - e^{-z}}{e^z + e^{-z}} \]
- *
- * <p>The hyperbolic tangent of \( z \) is an entire function in the complex plane
- * and is periodic with respect to the imaginary component with period \( \pi i \)
- * and has poles of the first order along the imaginary line, at coordinates
- * \( (0, \pi(\frac{1}{2} + n)) \).
- * Note that the {@code double} floating-point representation is unable to exactly represent
- * \( \pi/2 \) and there is no value for which a pole error occurs. Special cases:
- *
- * <ul>
- * <li>{@code z.conj().tanh() == z.tanh().conj()}.
- * <li>This is an odd function: \( \tanh(z) = -\tanh(-z) \).
- * <li>If {@code z} is +0 + i0, returns +0 + i0.
- * <li>If {@code z} is 0 + i∞, returns 0 + iNaN.
- * <li>If {@code z} is x + i∞ for finite non-zero x, returns NaN + iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is 0 + iNaN, returns 0 + iNAN.
- * <li>If {@code z} is x + iNaN for finite non-zero x, returns NaN + iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is +∞ + iy for positive-signed finite y, returns 1 + i0 sin(2y).
- * <li>If {@code z} is +∞ + i∞, returns 1 ± i0 (where the sign of the imaginary part of the result is unspecified).
- * <li>If {@code z} is +∞ + iNaN, returns 1 ± i0 (where the sign of the imaginary part of the result is unspecified).
- * <li>If {@code z} is NaN + i0, returns NaN + i0.
- * <li>If {@code z} is NaN + iy for all nonzero numbers y, returns NaN + iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is NaN + iNaN, returns NaN + iNaN.
- * </ul>
- *
- * <p>Special cases include the technical corrigendum
- * <a href="http://www.open-std.org/jtc1/sc22/wg14/www/docs/n1892.htm#dr_471">
- * DR 471: Complex math functions cacosh and ctanh</a>.
- *
- * <p>This is defined using real \( x \) and imaginary \( y \) parts:
- *
- * <p>\[ \tan(x + iy) = \frac{\sinh(2x)}{\cosh(2x)+\cos(2y)} + i \frac{\sin(2y)}{\cosh(2x)+\cos(2y)} \]
- *
- * <p>The implementation uses double-angle identities to avoid overflow of {@code 2x}
- * and {@code 2y}.
- *
- * @return The hyperbolic tangent of this complex number.
- * @see <a href="http://functions.wolfram.com/ElementaryFunctions/Tanh/">Tanh</a>
- */
- public Complex tanh() {
- return tanh(real, imaginary, Complex::ofCartesian);
- }
- /**
- * Returns the hyperbolic tangent of this complex number.
- *
- * <p>This function exists to allow implementation of the identity
- * {@code tan(z) = -i tanh(iz)}.<p>
- *
- * @param real Real part.
- * @param imaginary Imaginary part.
- * @param constructor Constructor.
- * @return The hyperbolic tangent of the complex number.
- */
- private static Complex tanh(double real, double imaginary, ComplexConstructor constructor) {
- // Cache the absolute real value
- final double x = Math.abs(real);
- // Handle inf or nan.
- if (!isPosFinite(x) || !Double.isFinite(imaginary)) {
- if (isPosInfinite(x)) {
- if (Double.isFinite(imaginary)) {
- // The sign is copied from sin(2y)
- // The identity sin(2a) = 2 sin(a) cos(a) is used for consistency
- // with the computation below. Only the magnitude is important
- // so drop the 2. When |y| is small sign(sin(2y)) = sign(y).
- final double sign = Math.abs(imaginary) < PI_OVER_2 ?
- imaginary :
- Math.sin(imaginary) * Math.cos(imaginary);
- return constructor.create(Math.copySign(1, real),
- Math.copySign(0, sign));
- }
- // imaginary is infinite or NaN
- return constructor.create(Math.copySign(1, real), Math.copySign(0, imaginary));
- }
- // Remaining cases:
- // (0 + i inf), returns (0 + i NaN)
- // (0 + i NaN), returns (0 + i NaN)
- // (x + i inf), returns (NaN + i NaN) for non-zero x (including infinite)
- // (x + i NaN), returns (NaN + i NaN) for non-zero x (including infinite)
- // (NaN + i 0), returns (NaN + i 0)
- // (NaN + i y), returns (NaN + i NaN) for non-zero y (including infinite)
- // (NaN + i NaN), returns (NaN + i NaN)
- return constructor.create(real == 0 ? real : Double.NaN,
- imaginary == 0 ? imaginary : Double.NaN);
- }
- // Finite components
- // tanh(x+iy) = (sinh(2x) + i sin(2y)) / (cosh(2x) + cos(2y))
- if (real == 0) {
- // Imaginary-only tanh(iy) = i tan(y)
- // Identity: sin 2y / (1 + cos 2y) = tan(y)
- return constructor.create(real, Math.tan(imaginary));
- }
- if (imaginary == 0) {
- // Identity: sinh 2x / (1 + cosh 2x) = tanh(x)
- return constructor.create(Math.tanh(real), imaginary);
- }
- // The double angles can be avoided using the identities:
- // sinh(2x) = 2 sinh(x) cosh(x)
- // sin(2y) = 2 sin(y) cos(y)
- // cosh(2x) = 2 sinh^2(x) + 1
- // cos(2y) = 2 cos^2(y) - 1
- // tanh(x+iy) = (sinh(x)cosh(x) + i sin(y)cos(y)) / (sinh^2(x) + cos^2(y))
- // To avoid a junction when swapping between the double angles and the identities
- // the identities are used in all cases.
- if (x > SAFE_EXP / 2) {
- // Potential overflow in sinh/cosh(2x).
- // Approximate sinh/cosh using exp^x.
- // Ignore cos^2(y) in the divisor as it is insignificant.
- // real = sinh(x)cosh(x) / sinh^2(x) = +/-1
- final double re = Math.copySign(1, real);
- // imag = sin(2y) / 2 sinh^2(x)
- // sinh(x) -> sign(x) * e^|x| / 2 when x is large.
- // sinh^2(x) -> e^2|x| / 4 when x is large.
- // imag = sin(2y) / 2 (e^2|x| / 4) = 2 sin(2y) / e^2|x|
- // = 4 * sin(y) cos(y) / e^2|x|
- // Underflow safe divide as e^2|x| may overflow:
- // imag = 4 * sin(y) cos(y) / e^m / e^(2|x| - m)
- // (|im| is a maximum of 2)
- double im = Math.sin(imaginary) * Math.cos(imaginary);
- if (x > SAFE_EXP) {
- // e^2|x| > e^m * e^m
- // This will underflow 2.0 / e^m / e^m
- im = Math.copySign(0.0, im);
- } else {
- // e^2|x| = e^m * e^(2|x| - m)
- im = 4 * im / EXP_M / Math.exp(2 * x - SAFE_EXP);
- }
- return constructor.create(re, im);
- }
- // No overflow of sinh(2x) and cosh(2x)
- // Note: This does not use the definitional formula but uses the identity:
- // tanh(x+iy) = (sinh(x)cosh(x) + i sin(y)cos(y)) / (sinh^2(x) + cos^2(y))
- final double sinhx = Math.sinh(real);
- final double coshx = Math.cosh(real);
- final double siny = Math.sin(imaginary);
- final double cosy = Math.cos(imaginary);
- final double divisor = sinhx * sinhx + cosy * cosy;
- return constructor.create(sinhx * coshx / divisor,
- siny * cosy / divisor);
- }
- /**
- * Returns the
- * <a href="http://mathworld.wolfram.com/InverseHyperbolicSine.html">
- * inverse hyperbolic sine</a> of this complex number.
- *
- * <p>\[ \sinh^{-1}(z) = \ln \left(z + \sqrt{1 + z^2} \right) \]
- *
- * <p>The inverse hyperbolic sine of \( z \) is unbounded along the real axis and
- * in the range \( [-\pi, \pi] \) along the imaginary axis. Special cases:
- *
- * <ul>
- * <li>{@code z.conj().asinh() == z.asinh().conj()}.
- * <li>This is an odd function: \( \sinh^{-1}(z) = -\sinh^{-1}(-z) \).
- * <li>If {@code z} is +0 + i0, returns 0 + i0.
- * <li>If {@code z} is x + i∞ for positive-signed finite x, returns +∞ + iπ/2.
- * <li>If {@code z} is x + iNaN for finite x, returns NaN + iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is +∞ + iy for positive-signed finite y, returns +∞ + i0.
- * <li>If {@code z} is +∞ + i∞, returns +∞ + iπ/4.
- * <li>If {@code z} is +∞ + iNaN, returns +∞ + iNaN.
- * <li>If {@code z} is NaN + i0, returns NaN + i0.
- * <li>If {@code z} is NaN + iy for finite nonzero y, returns NaN + iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is NaN + i∞, returns ±∞ + iNaN (where the sign of the real part of the result is unspecified).
- * <li>If {@code z} is NaN + iNaN, returns NaN + iNaN.
- * </ul>
- *
- * <p>The inverse hyperbolic sine is a multivalued function and requires a branch cut in
- * the complex plane; the cut is conventionally placed at the line segments
- * \( (-i \infty,-i) \) and \( (i,i \infty) \) of the imaginary axis.
- *
- * <p>This function is computed using the trigonomic identity:
- *
- * <p>\[ \sinh^{-1}(z) = -i \sin^{-1}(iz) \]
- *
- * @return The inverse hyperbolic sine of this complex number.
- * @see <a href="http://functions.wolfram.com/ElementaryFunctions/ArcSinh/">ArcSinh</a>
- */
- public Complex asinh() {
- // Define in terms of asin
- // asinh(z) = -i asin(iz)
- // Note: This is the opposite to the identity defined in the C99 standard:
- // asin(z) = -i asinh(iz)
- // Multiply this number by I, compute asin, then multiply by back
- return asin(-imaginary, real, Complex::multiplyNegativeI);
- }
- /**
- * Returns the
- * <a href="http://mathworld.wolfram.com/InverseHyperbolicCosine.html">
- * inverse hyperbolic cosine</a> of this complex number.
- *
- * <p>\[ \cosh^{-1}(z) = \ln \left(z + \sqrt{z + 1} \sqrt{z - 1} \right) \]
- *
- * <p>The inverse hyperbolic cosine of \( z \) is in the range \( [0, \infty) \) along the
- * real axis and in the range \( [-\pi, \pi] \) along the imaginary axis. Special cases:
- *
- * <ul>
- * <li>{@code z.conj().acosh() == z.acosh().conj()}.
- * <li>If {@code z} is ±0 + i0, returns +0 + iπ/2.
- * <li>If {@code z} is x + i∞ for finite x, returns +∞ + iπ/2.
- * <li>If {@code z} is 0 + iNaN, returns NaN + iπ/2 <sup>[1]</sup>.
- * <li>If {@code z} is x + iNaN for finite non-zero x, returns NaN + iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is −∞ + iy for positive-signed finite y, returns +∞ + iπ.
- * <li>If {@code z} is +∞ + iy for positive-signed finite y, returns +∞ + i0.
- * <li>If {@code z} is −∞ + i∞, returns +∞ + i3π/4.
- * <li>If {@code z} is +∞ + i∞, returns +∞ + iπ/4.
- * <li>If {@code z} is ±∞ + iNaN, returns +∞ + iNaN.
- * <li>If {@code z} is NaN + iy for finite y, returns NaN + iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is NaN + i∞, returns +∞ + iNaN.
- * <li>If {@code z} is NaN + iNaN, returns NaN + iNaN.
- * </ul>
- *
- * <p>Special cases include the technical corrigendum
- * <a href="http://www.open-std.org/jtc1/sc22/wg14/www/docs/n1892.htm#dr_471">
- * DR 471: Complex math functions cacosh and ctanh</a>.
- *
- * <p>The inverse hyperbolic cosine is a multivalued function and requires a branch cut in
- * the complex plane; the cut is conventionally placed at the line segment
- * \( (-\infty,-1) \) of the real axis.
- *
- * <p>This function is computed using the trigonomic identity:
- *
- * <p>\[ \cosh^{-1}(z) = \pm i \cos^{-1}(z) \]
- *
- * <p>The sign of the multiplier is chosen to give {@code z.acosh().real() >= 0}
- * and compatibility with the C99 standard.
- *
- * @return The inverse hyperbolic cosine of this complex number.
- * @see <a href="http://functions.wolfram.com/ElementaryFunctions/ArcCosh/">ArcCosh</a>
- */
- public Complex acosh() {
- // Define in terms of acos
- // acosh(z) = +-i acos(z)
- // Note the special case:
- // acos(+-0 + iNaN) = π/2 + iNaN
- // acosh(0 + iNaN) = NaN + iπ/2
- // will not appropriately multiply by I to maintain positive imaginary if
- // acos() imaginary computes as NaN. So do this explicitly.
- if (Double.isNaN(imaginary) && real == 0) {
- return new Complex(Double.NaN, PI_OVER_2);
- }
- return acos(real, imaginary, (re, im) ->
- // Set the sign appropriately for real >= 0
- negative(im) ?
- // Multiply by I
- new Complex(-im, re) :
- // Multiply by -I
- new Complex(im, -re)
- );
- }
- /**
- * Returns the
- * <a href="http://mathworld.wolfram.com/InverseHyperbolicTangent.html">
- * inverse hyperbolic tangent</a> of this complex number.
- *
- * <p>\[ \tanh^{-1}(z) = \frac{1}{2} \ln \left( \frac{1 + z}{1 - z} \right) \]
- *
- * <p>The inverse hyperbolic tangent of \( z \) is unbounded along the real axis and
- * in the range \( [-\pi/2, \pi/2] \) along the imaginary axis. Special cases:
- *
- * <ul>
- * <li>{@code z.conj().atanh() == z.atanh().conj()}.
- * <li>This is an odd function: \( \tanh^{-1}(z) = -\tanh^{-1}(-z) \).
- * <li>If {@code z} is +0 + i0, returns +0 + i0.
- * <li>If {@code z} is +0 + iNaN, returns +0 + iNaN.
- * <li>If {@code z} is +1 + i0, returns +∞ + i0 ("divide-by-zero" floating-point operation).
- * <li>If {@code z} is x + i∞ for finite positive-signed x, returns +0 + iπ/2.
- * <li>If {@code z} is x+iNaN for nonzero finite x, returns NaN+iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is +∞ + iy for finite positive-signed y, returns +0 + iπ/2.
- * <li>If {@code z} is +∞ + i∞, returns +0 + iπ/2.
- * <li>If {@code z} is +∞ + iNaN, returns +0 + iNaN.
- * <li>If {@code z} is NaN+iy for finite y, returns NaN+iNaN ("invalid" floating-point operation).
- * <li>If {@code z} is NaN + i∞, returns ±0 + iπ/2 (where the sign of the real part of the result is unspecified).
- * <li>If {@code z} is NaN + iNaN, returns NaN + iNaN.
- * </ul>
- *
- * <p>The inverse hyperbolic tangent is a multivalued function and requires a branch cut in
- * the complex plane; the cut is conventionally placed at the line segments
- * \( (\infty,-1] \) and \( [1,\infty) \) of the real axis.
- *
- * <p>This is implemented using real \( x \) and imaginary \( y \) parts:
- *
- * <p>\[ \tanh^{-1}(z) = \frac{1}{4} \ln \left(1 + \frac{4x}{(1-x)^2+y^2} \right) + \\
- * i \frac{1}{2} \left( \tan^{-1} \left(\frac{2y}{1-x^2-y^2} \right) + \frac{\pi}{2} \left(\text{sgn}(x^2+y^2-1)+1 \right) \text{sgn}(y) \right) \]
- *
- * <p>The imaginary part is computed using {@link Math#atan2(double, double)} to ensure the
- * correct quadrant is returned from \( \tan^{-1} \left(\frac{2y}{1-x^2-y^2} \right) \).
- *
- * <p>The code has been adapted from the <a href="https://www.boost.org/">Boost</a>
- * {@code c++} implementation {@code <boost/math/complex/atanh.hpp>}.
- *
- * @return The inverse hyperbolic tangent of this complex number.
- * @see <a href="http://functions.wolfram.com/ElementaryFunctions/ArcTanh/">ArcTanh</a>
- */
- public Complex atanh() {
- return atanh(real, imaginary, Complex::ofCartesian);
- }
- /**
- * Returns the inverse hyperbolic tangent of this complex number.
- *
- * <p>This function exists to allow implementation of the identity
- * {@code atan(z) = -i atanh(iz)}.
- *
- * <p>Adapted from {@code <boost/math/complex/atanh.hpp>}. This method only (and not
- * invoked methods within) is distributed under the Boost Software License V1.0.
- * The original notice is shown below and the licence is shown in full in LICENSE:
- * <pre>
- * (C) Copyright John Maddock 2005.
- * Distributed under the Boost Software License, Version 1.0. (See accompanying
- * file LICENSE or copy at https://www.boost.org/LICENSE_1_0.txt)
- * </pre>
- *
- * @param real Real part.
- * @param imaginary Imaginary part.
- * @param constructor Constructor.
- * @return The inverse hyperbolic tangent of the complex number.
- */
- private static Complex atanh(final double real, final double imaginary,
- final ComplexConstructor constructor) {
- // Compute with positive values and determine sign at the end
- double x = Math.abs(real);
- double y = Math.abs(imaginary);
- // The result (without sign correction)
- double re;
- double im;
- // Handle C99 special cases
- if (Double.isNaN(x)) {
- if (isPosInfinite(y)) {
- // The sign of the real part of the result is unspecified
- return constructor.create(0, Math.copySign(PI_OVER_2, imaginary));
- }
- // No-use of the input constructor.
- // Optionally raises the ‘‘invalid’’ floating-point exception, for finite y.
- return NAN;
- } else if (Double.isNaN(y)) {
- if (isPosInfinite(x)) {
- return constructor.create(Math.copySign(0, real), Double.NaN);
- }
- if (x == 0) {
- return constructor.create(real, Double.NaN);
- }
- // No-use of the input constructor
- return NAN;
- } else {
- // x && y are finite or infinite.
- // Check the safe region.
- // The lower and upper bounds have been copied from boost::math::atanh.
- // They are different from the safe region for asin and acos.
- // x >= SAFE_UPPER: (1-x) == -x
- // x <= SAFE_LOWER: 1 - x^2 = 1
- if (inRegion(x, y, SAFE_LOWER, SAFE_UPPER)) {
- // Normal computation within a safe region.
- // minus x plus 1: (-x+1)
- final double mxp1 = 1 - x;
- final double yy = y * y;
- // The definition of real component is:
- // real = log( ((x+1)^2+y^2) / ((1-x)^2+y^2) ) / 4
- // This simplifies by adding 1 and subtracting 1 as a fraction:
- // = log(1 + ((x+1)^2+y^2) / ((1-x)^2+y^2) - ((1-x)^2+y^2)/((1-x)^2+y^2) ) / 4
- //
- // real(atanh(z)) == log(1 + 4*x / ((1-x)^2+y^2)) / 4
- // imag(atanh(z)) == tan^-1 (2y, (1-x)(1+x) - y^2) / 2
- // imag(atanh(z)) == tan^-1 (2y, (1 - x^2 - y^2) / 2
- // The division is done at the end of the function.
- re = Math.log1p(4 * x / (mxp1 * mxp1 + yy));
- // Modified from boost which does not switch the magnitude of x and y.
- // The denominator for atan2 is 1 - x^2 - y^2.
- // This can be made more precise if |x| > |y|.
- final double numerator = 2 * y;
- final double denominator;
- if (x < y) {
- final double tmp = x;
- x = y;
- y = tmp;
- }
- // 1 - x is precise if |x| >= 1
- if (x >= 1) {
- denominator = (1 - x) * (1 + x) - y * y;
- } else {
- // |x| < 1: Use high precision if possible:
- // 1 - x^2 - y^2 = -(x^2 + y^2 - 1)
- // Modified from boost to use the custom high precision method.
- denominator = -x2y2m1(x, y);
- }
- im = Math.atan2(numerator, denominator);
- } else {
- // This section handles exception cases that would normally cause
- // underflow or overflow in the main formulas.
- // C99. G.7: Special case for imaginary only numbers
- if (x == 0) {
- if (imaginary == 0) {
- return constructor.create(real, imaginary);
- }
- // atanh(iy) = i atan(y)
- return constructor.create(real, Math.atan(imaginary));
- }
- // Real part:
- // real = Math.log1p(4x / ((1-x)^2 + y^2))
- // real = Math.log1p(4x / (1 - 2x + x^2 + y^2))
- // real = Math.log1p(4x / (1 + x(x-2) + y^2))
- // without either overflow or underflow in the squared terms.
- if (x >= SAFE_UPPER) {
- // (1-x) = -x to machine precision:
- // log1p(4x / (x^2 + y^2))
- if (isPosInfinite(x) || isPosInfinite(y)) {
- re = 0;
- } else if (y >= SAFE_UPPER) {
- // Big x and y: divide by x*y
- re = Math.log1p((4 / y) / (x / y + y / x));
- } else if (y > 1) {
- // Big x: divide through by x:
- re = Math.log1p(4 / (x + y * y / x));
- } else {
- // Big x small y, as above but neglect y^2/x:
- re = Math.log1p(4 / x);
- }
- } else if (y >= SAFE_UPPER) {
- if (x > 1) {
- // Big y, medium x, divide through by y:
- final double mxp1 = 1 - x;
- re = Math.log1p((4 * x / y) / (mxp1 * mxp1 / y + y));
- } else {
- // Big y, small x, as above but neglect (1-x)^2/y:
- // Note: log1p(v) == v - v^2/2 + v^3/3 ... Taylor series when v is small.
- // Here v is so small only the first term matters.
- re = 4 * x / y / y;
- }
- } else if (x == 1) {
- // x = 1, small y:
- // Special case when x == 1 as (1-x) is invalid.
- // Simplify the following formula:
- // real = log( sqrt((x+1)^2+y^2) ) / 2 - log( sqrt((1-x)^2+y^2) ) / 2
- // = log( sqrt(4+y^2) ) / 2 - log(y) / 2
- // if: 4+y^2 -> 4
- // = log( 2 ) / 2 - log(y) / 2
- // = (log(2) - log(y)) / 2
- // Multiply by 2 as it will be divided by 4 at the end.
- // C99: if y=0 raises the ‘‘divide-by-zero’’ floating-point exception.
- re = 2 * (LN_2 - Math.log(y));
- } else {
- // Modified from boost which checks y > SAFE_LOWER.
- // if y*y -> 0 it will be ignored so always include it.
- final double mxp1 = 1 - x;
- re = Math.log1p((4 * x) / (mxp1 * mxp1 + y * y));
- }
- // Imaginary part:
- // imag = atan2(2y, (1-x)(1+x) - y^2)
- // if x or y are large, then the formula:
- // atan2(2y, (1-x)(1+x) - y^2)
- // evaluates to +(PI - theta) where theta is negligible compared to PI.
- if (x >= SAFE_UPPER || y >= SAFE_UPPER) {
- im = Math.PI;
- } else if (x <= SAFE_LOWER) {
- // (1-x)^2 -> 1
- if (y <= SAFE_LOWER) {
- // 1 - y^2 -> 1
- im = Math.atan2(2 * y, 1);
- } else {
- im = Math.atan2(2 * y, 1 - y * y);
- }
- } else {
- // Medium x, small y.
- // Modified from boost which checks (y == 0) && (x == 1) and sets re = 0.
- // This is same as the result from calling atan2(0, 0) so exclude this case.
- // 1 - y^2 = 1 so ignore subtracting y^2
- im = Math.atan2(2 * y, (1 - x) * (1 + x));
- }
- }
- }
- re /= 4;
- im /= 2;
- return constructor.create(changeSign(re, real),
- changeSign(im, imaginary));
- }
- /**
- * Compute {@code x^2 + y^2 - 1} in high precision.
- * Assumes that the values x and y can be multiplied without overflow; that
- * {@code x >= y}; and both values are positive.
- *
- * @param x the x value
- * @param y the y value
- * @return {@code x^2 + y^2 - 1}.
- */
- private static double x2y2m1(double x, double y) {
- // Hull et al used (x-1)*(x+1)+y*y.
- // From the paper on page 236:
- // If x == 1 there is no cancellation.
- // If x > 1, there is also no cancellation, but the argument is now accurate
- // only to within a factor of 1 + 3 EPSILSON (note that x – 1 is exact),
- // so that error = 3 EPSILON.
- // If x < 1, there can be serious cancellation:
- // If 4 y^2 < |x^2 – 1| the cancellation is not serious ... the argument is accurate
- // only to within a factor of 1 + 4 EPSILSON so that error = 4 EPSILON.
- // Otherwise there can be serious cancellation and the relative error in the real part
- // could be enormous.
- final double xx = x * x;
- final double yy = y * y;
- // Modify to use high precision before the threshold set by Hull et al.
- // This is to preserve the monotonic output of the computation at the switch.
- // Set the threshold when x^2 + y^2 is above 0.5 thus subtracting 1 results in a number
- // that can be expressed with a higher precision than any number in the range 0.5-1.0
- // due to the variable exponent used below 0.5.
- if (x < 1 && xx + yy > 0.5) {
- // Large relative error.
- // This does not use o.a.c.numbers.LinearCombination.value(x, x, y, y, 1, -1).
- // It is optimised knowing that:
- // - the products are squares
- // - the final term is -1 (which does not require split multiplication and addition)
- // - The answer will not be NaN as the terms are not NaN components
- // - The order is known to be 1 > |x| >= |y|
- // The squares are computed using a split multiply algorithm and
- // the summation using an extended precision summation algorithm.
- // Split x and y as one 26 bits number and one 27 bits number
- final double xHigh = splitHigh(x);
- final double xLow = x - xHigh;
- final double yHigh = splitHigh(y);
- final double yLow = y - yHigh;
- // Accurate split multiplication x * x and y * y
- final double x2Low = squareLow(xLow, xHigh, xx);
- final double y2Low = squareLow(yLow, yHigh, yy);
- return sumx2y2m1(xx, x2Low, yy, y2Low);
- }
- return (x - 1) * (x + 1) + yy;
- }
- /**
- * Implement Dekker's method to split a value into two parts. Multiplying by (2^s + 1) create
- * a big value from which to derive the two split parts.
- * <pre>
- * c = (2^s + 1) * a
- * a_big = c - a
- * a_hi = c - a_big
- * a_lo = a - a_hi
- * a = a_hi + a_lo
- * </pre>
- *
- * <p>The multiplicand must be odd allowing a p-bit value to be split into
- * (p-s)-bit value {@code a_hi} and a non-overlapping (s-1)-bit value {@code a_lo}.
- * Combined they have (p-1) bits of significand but the sign bit of {@code a_lo}
- * contains a bit of information.
- *
- * @param a Value.
- * @return the high part of the value.
- * @see <a href="https://doi.org/10.1007/BF01397083">
- * Dekker (1971) A floating-point technique for extending the available precision</a>
- */
- private static double splitHigh(double a) {
- final double c = MULTIPLIER * a;
- return c - (c - a);
- }
- /**
- * Compute the round-off from the square of a split number with {@code low} and {@code high}
- * components. Uses Dekker's algorithm for split multiplication modified for a square product.
- *
- * <p>Note: This is candidate to be replaced with {@code Math.fma(x, x, -x * x)} to compute
- * the round-off from the square product {@code x * x}. This would remove the requirement
- * to compute the split number and make this method redundant. {@code Math.fma} requires
- * JDK 9 and FMA hardware support.
- *
- * @param low Low part of number.
- * @param high High part of number.
- * @param square Square of the number.
- * @return <code>low * low - (((product - high * high) - low * high) - high * low)</code>
- * @see <a href="http://www-2.cs.cmu.edu/afs/cs/project/quake/public/papers/robust-arithmetic.ps">
- * Shewchuk (1997) Theorum 18</a>
- */
- private static double squareLow(double low, double high, double square) {
- final double lh = low * high;
- return low * low - (((square - high * high) - lh) - lh);
- }
- /**
- * Compute the round-off from the sum of two numbers {@code a} and {@code b} using
- * Dekker's two-sum algorithm. The values are required to be ordered by magnitude:
- * {@code |a| >= |b|}.
- *
- * @param a First part of sum.
- * @param b Second part of sum.
- * @param x Sum.
- * @return <code>b - (x - a)</code>
- * @see <a href="http://www-2.cs.cmu.edu/afs/cs/project/quake/public/papers/robust-arithmetic.ps">
- * Shewchuk (1997) Theorum 6</a>
- */
- private static double fastSumLow(double a, double b, double x) {
- // x = a + b
- // bVirtual = x - a
- // y = b - bVirtual
- return b - (x - a);
- }
- /**
- * Compute the round-off from the sum of two numbers {@code a} and {@code b} using
- * Knuth's two-sum algorithm. The values are not required to be ordered by magnitude.
- *
- * @param a First part of sum.
- * @param b Second part of sum.
- * @param x Sum.
- * @return <code>(a - (x - (x - a))) + (b - (x - a))</code>
- * @see <a href="http://www-2.cs.cmu.edu/afs/cs/project/quake/public/papers/robust-arithmetic.ps">
- * Shewchuk (1997) Theorum 7</a>
- */
- private static double sumLow(double a, double b, double x) {
- // x = a + b
- // bVirtual = x - a
- // aVirtual = x - bVirtual
- // bRoundoff = b - bVirtual
- // aRoundoff = a - aVirtual
- // y = aRoundoff + bRoundoff
- final double bVirtual = x - a;
- return (a - (x - bVirtual)) + (b - bVirtual);
- }
- /**
- * Sum x^2 + y^2 - 1. It is assumed that {@code y <= x < 1}.
- *
- * <p>Implement Shewchuk's expansion-sum algorithm: [x2Low, x2High] + [-1] + [y2Low, y2High].
- *
- * @param x2High High part of x^2.
- * @param x2Low Low part of x^2.
- * @param y2High High part of y^2.
- * @param y2Low Low part of y^2.
- * @return x^2 + y^2 - 1
- * @see <a href="http://www-2.cs.cmu.edu/afs/cs/project/quake/public/papers/robust-arithmetic.ps">
- * Shewchuk (1997) Theorum 12</a>
- */
- private static double sumx2y2m1(double x2High, double x2Low, double y2High, double y2Low) {
- // Let e and f be non-overlapping expansions of components of length m and n.
- // The following algorithm will produce a non-overlapping expansion h where the
- // sum h_i = e + f and components of h are in increasing order of magnitude.
- // Expansion-sum proceeds by a grow-expansion of the first part from one expansion
- // into the other, extending its length by 1. The process repeats for the next part
- // but the grow-expansion starts at the previous merge position + 1.
- // Thus expansion-sum requires mn two-sum operations to merge length m into length n
- // resulting in length m+n-1.
- // Variables numbered from 1 as per Figure 7 (p.12). The output expansion h is placed
- // into e increasing its length for each grow expansion.
- // We have two expansions for x^2 and y^2 and the whole number -1.
- // Expecting (x^2 + y^2) close to 1 we generate first the intermediate expansion
- // (x^2 - 1) moving the result away from 1 where there are sparse floating point
- // representations. This is then added to a similar magnitude y^2. Leaving the -1
- // until last suffers from 1 ulp rounding errors more often and the requirement
- // for a distillation sum to reduce rounding error frequency.
- // Note: Do not use the alternative fast-expansion-sum of the parts sorted by magnitude.
- // The parts can be ordered with a single comparison into:
- // [y2Low, (y2High|x2Low), x2High, -1]
- // The fast-two-sum saves 1 fast-two-sum and 3 two-sum operations (21 additions) and
- // adds a penalty of a single branch condition.
- // However the order in not "strongly non-overlapping" and the fast-expansion-sum
- // output will not be strongly non-overlapping. The sum of the output has 1 ulp error
- // on random cis numbers approximately 1 in 160 events. This can be removed by a
- // distillation two-sum pass over the final expansion as a cost of 1 fast-two-sum and
- // 3 two-sum operations! So we use the expansion sum with the same operations and
- // no branches.
- // q=running sum
- double q = x2Low - 1;
- double e1 = fastSumLow(-1, x2Low, q);
- double e3 = q + x2High;
- double e2 = sumLow(q, x2High, e3);
- final double f1 = y2Low;
- final double f2 = y2High;
- // Grow expansion of f1 into e
- q = f1 + e1;
- e1 = sumLow(f1, e1, q);
- double p = q + e2;
- e2 = sumLow(q, e2, p);
- double e4 = p + e3;
- e3 = sumLow(p, e3, e4);
- // Grow expansion of f2 into e (only required to start at e2)
- q = f2 + e2;
- e2 = sumLow(f2, e2, q);
- p = q + e3;
- e3 = sumLow(q, e3, p);
- final double e5 = p + e4;
- e4 = sumLow(p, e4, e5);
- // Final summation:
- // The sum of the parts is within 1 ulp of the true expansion value e:
- // |e - sum| < ulp(sum).
- // To achieve the exact result requires iteration of a distillation two-sum through
- // the expansion until convergence, i.e. no smaller term changes higher terms.
- // This requires (n-1) iterations for length n. Here we neglect this as
- // although the method is not ensured to be exact is it robust on random
- // cis numbers.
- return e1 + e2 + e3 + e4 + e5;
- }
- /**
- * Returns the n-th roots of this complex number.
- * The nth roots are defined by the formula:
- *
- * <p>\[ z_k = |z|^{\frac{1}{n}} \left( \cos \left(\phi + \frac{2\pi k}{n} \right) + i \sin \left(\phi + \frac{2\pi k}{n} \right) \right) \]
- *
- * <p>for \( k=0, 1, \ldots, n-1 \), where \( |z| \) and \( \phi \)
- * are respectively the {@link #abs() modulus} and
- * {@link #arg() argument} of this complex number.
- *
- * <p>If one or both parts of this complex number is NaN, a list with all
- * all elements set to {@code NaN + i NaN} is returned.</p>
- *
- * @param n Degree of root.
- * @return A list of all {@code n}-th roots of this complex number.
- * @throws IllegalArgumentException if {@code n} is zero.
- * @see <a href="http://functions.wolfram.com/ElementaryFunctions/Root/">Root</a>
- */
- public List<Complex> nthRoot(int n) {
- if (n == 0) {
- throw new IllegalArgumentException("cannot compute zeroth root");
- }
- final List<Complex> result = new ArrayList<>();
- // nth root of abs -- faster / more accurate to use a solver here?
- final double nthRootOfAbs = Math.pow(abs(), 1.0 / n);
- // Compute nth roots of complex number with k = 0, 1, ... n-1
- final double nthPhi = arg() / n;
- final double slice = 2 * Math.PI / n;
- double innerPart = nthPhi;
- for (int k = 0; k < Math.abs(n); k++) {
- // inner part
- final double realPart = nthRootOfAbs * Math.cos(innerPart);
- final double imaginaryPart = nthRootOfAbs * Math.sin(innerPart);
- result.add(ofCartesian(realPart, imaginaryPart));
- innerPart += slice;
- }
- return result;
- }
- /**
- * Test for equality with another object. If the other object is a {@code Complex} then a
- * comparison is made of the real and imaginary parts; otherwise {@code false} is returned.
- *
- * <p>If both the real and imaginary parts of two complex numbers
- * are exactly the same the two {@code Complex} objects are considered to be equal.
- * For this purpose, two {@code double} values are considered to be
- * the same if and only if the method {@link Double #doubleToLongBits(double)}
- * returns the identical {@code long} value when applied to each.
- *
- * <p>Note that in most cases, for two instances of class
- * {@code Complex}, {@code c1} and {@code c2}, the
- * value of {@code c1.equals(c2)} is {@code true} if and only if
- *
- * <pre>
- * {@code c1.getReal() == c2.getReal() && c1.getImaginary() == c2.getImaginary()}</pre>
- *
- * <p>also has the value {@code true}. However, there are exceptions:
- *
- * <ul>
- * <li>
- * Instances that contain {@code NaN} values in the same part
- * are considered to be equal for that part, even though {@code Double.NaN == Double.NaN}
- * has the value {@code false}.
- * </li>
- * <li>
- * Instances that share a {@code NaN} value in one part
- * but have different values in the other part are <em>not</em> considered equal.
- * </li>
- * <li>
- * Instances that contain different representations of zero in the same part
- * are <em>not</em> considered to be equal for that part, even though {@code -0.0 == 0.0}
- * has the value {@code true}.
- * </li>
- * </ul>
- *
- * <p>The behavior is the same as if the components of the two complex numbers were passed
- * to {@link java.util.Arrays#equals(double[], double[]) Arrays.equals(double[], double[])}:
- *
- * <pre>
- * Arrays.equals(new double[]{c1.getReal(), c1.getImaginary()},
- * new double[]{c2.getReal(), c2.getImaginary()}); </pre>
- *
- * @param other Object to test for equality with this instance.
- * @return {@code true} if the objects are equal, {@code false} if object
- * is {@code null}, not an instance of {@code Complex}, or not equal to
- * this instance.
- * @see Double#doubleToLongBits(double)
- * @see java.util.Arrays#equals(double[], double[])
- */
- @Override
- public boolean equals(Object other) {
- if (this == other) {
- return true;
- }
- if (other instanceof Complex) {
- final Complex c = (Complex) other;
- return equals(real, c.real) &&
- equals(imaginary, c.imaginary);
- }
- return false;
- }
- /**
- * Gets a hash code for the complex number.
- *
- * <p>The behavior is the same as if the components of the complex number were passed
- * to {@link java.util.Arrays#hashCode(double[]) Arrays.hashCode(double[])}:
- *
- * <pre>
- * {@code Arrays.hashCode(new double[] {getReal(), getImaginary()})}</pre>
- *
- * @return A hash code value for this object.
- * @see java.util.Arrays#hashCode(double[]) Arrays.hashCode(double[])
- */
- @Override
- public int hashCode() {
- return 31 * (31 + Double.hashCode(real)) + Double.hashCode(imaginary);
- }
- /**
- * Returns a string representation of the complex number.
- *
- * <p>The string will represent the numeric values of the real and imaginary parts.
- * The values are split by a separator and surrounded by parentheses.
- * The string can be {@link #parse(String) parsed} to obtain an instance with the same value.
- *
- * <p>The format for complex number \( x + i y \) is {@code "(x,y)"}, with \( x \) and
- * \( y \) converted as if using {@link Double#toString(double)}.
- *
- * @return A string representation of the complex number.
- * @see #parse(String)
- * @see Double#toString(double)
- */
- @Override
- public String toString() {
- return new StringBuilder(TO_STRING_SIZE)
- .append(FORMAT_START)
- .append(real).append(FORMAT_SEP)
- .append(imaginary)
- .append(FORMAT_END)
- .toString();
- }
- /**
- * Returns {@code true} if the values are equal according to semantics of
- * {@link Double#equals(Object)}.
- *
- * @param x Value
- * @param y Value
- * @return {@code Double.valueof(x).equals(Double.valueOf(y))}.
- */
- private static boolean equals(double x, double y) {
- return Double.doubleToLongBits(x) == Double.doubleToLongBits(y);
- }
- /**
- * Check that a value is negative. It must meet all the following conditions:
- * <ul>
- * <li>it is not {@code NaN},</li>
- * <li>it is negative signed,</li>
- * </ul>
- *
- * <p>Note: This is true for negative zero.</p>
- *
- * @param d Value.
- * @return {@code true} if {@code d} is negative.
- */
- private static boolean negative(double d) {
- return d < 0 || Double.doubleToLongBits(d) == NEGATIVE_ZERO_LONG_BITS;
- }
- /**
- * Check that a value is positive infinity. Used to replace {@link Double#isInfinite()}
- * when the input value is known to be positive (i.e. in the case where it has been
- * set using {@link Math#abs(double)}).
- *
- * @param d Value.
- * @return {@code true} if {@code d} is +inf.
- */
- private static boolean isPosInfinite(double d) {
- return d == Double.POSITIVE_INFINITY;
- }
- /**
- * Check that an absolute value is finite. Used to replace {@link Double#isFinite(double)}
- * when the input value is known to be positive (i.e. in the case where it has been
- * set using {@link Math#abs(double)}).
- *
- * @param d Value.
- * @return {@code true} if {@code d} is +finite.
- */
- private static boolean isPosFinite(double d) {
- return d <= Double.MAX_VALUE;
- }
- /**
- * Create a complex number given the real and imaginary parts, then multiply by {@code -i}.
- * This is used in functions that implement trigonomic identities. It is the functional
- * equivalent of:
- *
- * <pre>
- * z = new Complex(real, imaginary).multiplyImaginary(-1);</pre>
- *
- * @param real Real part.
- * @param imaginary Imaginary part.
- * @return {@code Complex} object.
- */
- private static Complex multiplyNegativeI(double real, double imaginary) {
- return new Complex(imaginary, -real);
- }
- /**
- * Change the sign of the magnitude based on the signed value.
- *
- * <p>If the signed value is negative then the result is {@code -magnitude}; otherwise
- * return {@code magnitude}.
- *
- * <p>A signed value of {@code -0.0} is treated as negative. A signed value of {@code NaN}
- * is treated as positive.
- *
- * <p>This is not the same as {@link Math#copySign(double, double)} as this method
- * will change the sign based on the signed value rather than copy the sign.
- *
- * @param magnitude the magnitude
- * @param signedValue the signed value
- * @return magnitude or -magnitude.
- * @see #negative(double)
- */
- private static double changeSign(double magnitude, double signedValue) {
- return negative(signedValue) ? -magnitude : magnitude;
- }
- /**
- * Returns a scale suitable for use with {@link Math#scalb(double, int)} to normalise
- * the number to the interval {@code [1, 2)}.
- *
- * <p>The scale is typically the largest unbiased exponent used in the representation of the
- * two numbers. In contrast to {@link Math#getExponent(double)} this handles
- * sub-normal numbers by computing the number of leading zeros in the mantissa
- * and shifting the unbiased exponent. The result is that for all finite, non-zero,
- * numbers {@code a, b}, the magnitude of {@code scalb(x, -getScale(a, b))} is
- * always in the range {@code [1, 2)}, where {@code x = max(|a|, |b|)}.
- *
- * <p>This method is a functional equivalent of the c function ilogb(double) adapted for
- * two input arguments.
- *
- * <p>The result is to be used to scale a complex number using {@link Math#scalb(double, int)}.
- * Hence the special case of both zero arguments is handled using the return value for NaN
- * as zero cannot be scaled. This is different from {@link Math#getExponent(double)}
- * or {@link #getMaxExponent(double, double)}.
- *
- * <p>Special cases:
- *
- * <ul>
- * <li>If either argument is NaN or infinite, then the result is
- * {@link Double#MAX_EXPONENT} + 1.
- * <li>If both arguments are zero, then the result is
- * {@link Double#MAX_EXPONENT} + 1.
- * </ul>
- *
- * @param a the first value
- * @param b the second value
- * @return The maximum unbiased exponent of the values to be used for scaling
- * @see Math#getExponent(double)
- * @see Math#scalb(double, int)
- * @see <a href="http://www.cplusplus.com/reference/cmath/ilogb/">ilogb</a>
- */
- private static int getScale(double a, double b) {
- // Only interested in the exponent and mantissa so remove the sign bit
- final long x = Double.doubleToRawLongBits(a) & UNSIGN_MASK;
- final long y = Double.doubleToRawLongBits(b) & UNSIGN_MASK;
- // Only interested in the maximum
- final long bits = Math.max(x, y);
- // Get the unbiased exponent
- int exp = ((int) (bits >>> 52)) - EXPONENT_OFFSET;
- // No case to distinguish nan/inf
- // Handle sub-normal numbers
- if (exp == Double.MIN_EXPONENT - 1) {
- // Special case for zero, return as nan/inf to indicate scaling is not possible
- if (bits == 0) {
- return Double.MAX_EXPONENT + 1;
- }
- // A sub-normal number has an exponent below -1022. The amount below
- // is defined by the number of shifts of the most significant bit in
- // the mantissa that is required to get a 1 at position 53 (i.e. as
- // if it were a normal number with assumed leading bit)
- final long mantissa = bits & MANTISSA_MASK;
- exp -= Long.numberOfLeadingZeros(mantissa << 12);
- }
- return exp;
- }
- /**
- * Returns the largest unbiased exponent used in the representation of the
- * two numbers. Special cases:
- *
- * <ul>
- * <li>If either argument is NaN or infinite, then the result is
- * {@link Double#MAX_EXPONENT} + 1.
- * <li>If both arguments are zero or subnormal, then the result is
- * {@link Double#MIN_EXPONENT} -1.
- * </ul>
- *
- * <p>This is used by {@link #divide(double, double, double, double)} as
- * a simple detection that a number may overflow if multiplied
- * by a value in the interval [1, 2).
- *
- * @param a the first value
- * @param b the second value
- * @return The maximum unbiased exponent of the values.
- * @see Math#getExponent(double)
- * @see #divide(double, double, double, double)
- */
- private static int getMaxExponent(double a, double b) {
- // This could return:
- // Math.getExponent(Math.max(Math.abs(a), Math.abs(b)))
- // A speed test is required to determine performance.
- return Math.max(Math.getExponent(a), Math.getExponent(b));
- }
- /**
- * Checks if both x and y are in the region defined by the minimum and maximum.
- *
- * @param x x value.
- * @param y y value.
- * @param min the minimum (exclusive).
- * @param max the maximum (exclusive).
- * @return true if inside the region.
- */
- private static boolean inRegion(double x, double y, double min, double max) {
- return x < max && x > min && y < max && y > min;
- }
- /**
- * Returns {@code sqrt(x^2 + y^2)} without intermediate overflow or underflow.
- *
- * <p>Special cases:
- * <ul>
- * <li>If either argument is infinite, then the result is positive infinity.
- * <li>If either argument is NaN and neither argument is infinite, then the result is NaN.
- * </ul>
- *
- * <p>The computed result is expected to be within 1 ulp of the exact result.
- *
- * <p>This method is a replacement for {@link Math#hypot(double, double)}. There
- * will be differences between this method and {@code Math.hypot(double, double)} due
- * to the use of a different algorithm to compute the high precision sum of
- * {@code x^2 + y^2}. This method has been tested to have a lower maximum error from
- * the exact result; any differences are expected to be 1 ULP indicating a rounding
- * change in the sum.
- *
- * <p>JDK9 ported the hypot function to Java for bug JDK-7130085 due to the slow performance
- * of the method as a native function. Benchmarks of the Complex class for functions that
- * use hypot confirm this is slow pre-Java 9. This implementation outperforms the new faster
- * {@code Math.hypot(double, double)} on JDK 11 (LTS). See the Commons numbers examples JMH
- * module for benchmarks. Comparisons with alternative implementations indicate
- * performance gains are related to edge case handling and elimination of an unpredictable
- * branch in the computation of {@code x^2 + y^2}.
- *
- * <p>This port was adapted from the "Freely Distributable Math Library" hypot function.
- * This method only (and not invoked methods within) is distributed under the terms of the
- * original notice as shown below:
- * <pre>
- * ====================================================
- * Copyright (C) 1993 by Sun Microsystems, Inc. All rights reserved.
- *
- * Developed at SunSoft, a Sun Microsystems, Inc. business.
- * Permission to use, copy, modify, and distribute this
- * software is freely granted, provided that this notice
- * is preserved.
- * ====================================================
- * </pre>
- *
- * <p>Note: The fdlibm c code makes use of the language ability to read and write directly
- * to the upper and lower 32-bits of the 64-double. The function performs
- * checking on the upper 32-bits for the magnitude of the two numbers by accessing
- * the exponent and 20 most significant bits of the mantissa. These upper bits
- * are manipulated during scaling and then used to perform extended precision
- * computation of the sum {@code x^2 + y^2} where the high part of the number has 20-bit
- * precision. Manipulation of direct bits has no equivalent in Java
- * other than use of {@link Double#doubleToLongBits(double)} and
- * {@link Double#longBitsToDouble(long)}. To avoid conversion to and from long and double
- * representations this implementation only scales the double representation. The high
- * and low parts of a double for the extended precision computation are extracted
- * using the method of Dekker (1971) to create two 26-bit numbers. This works for sub-normal
- * numbers and reduces the maximum error in comparison to fdlibm hypot which does not
- * use a split number algorithm for sub-normal numbers.
- *
- * @param x Value x
- * @param y Value y
- * @return sqrt(x^2 + y^2)
- * @see Math#hypot(double, double)
- * @see <a href="https://www.netlib.org/fdlibm/e_hypot.c">fdlibm e_hypot.c</a>
- * @see <a href="https://bugs.java.com/bugdatabase/view_bug.do?bug_id=7130085">JDK-7130085 : Port fdlibm hypot to Java</a>
- */
- private static double hypot(double x, double y) {
- // Differences to the fdlibm reference:
- //
- // 1. fdlibm orders the two parts using the magnitude of the upper 32-bits.
- // This incorrectly orders numbers which differ only in the lower 32-bits.
- // This invalidates hypot(x, y) = hypot(y, x) for small sub-normal numbers and a minority
- // of cases of normal numbers. This implementation forces the |x| >= |y| order
- // using the entire 63-bits of the unsigned doubles to ensure the function
- // is commutative.
- //
- // 2. fdlibm computed scaling by directly writing changes to the exponent bits
- // and maintained the high part (ha) during scaling for use in the high
- // precision sum x^2 + y^2. Since exponent scaling cannot be applied to sub-normals
- // the original version dropped the split number representation for sub-normals
- // and can produce maximum errors above 1 ULP for sub-normal numbers.
- // This version uses Dekker's method to split the number. This can be applied to
- // sub-normals and allows dropping the condition to check for sub-normal numbers
- // since all small numbers are handled with a single scaling factor.
- // The effect is increased precision for the majority of sub-normal cases where
- // the implementations compute a different result.
- //
- // 3. An alteration is done here to add an 'else if' instead of a second
- // 'if' statement. Thus you cannot scale down and up at the same time.
- //
- // 4. There is no use of the absolute double value. The magnitude comparison is
- // performed using the long bit representation. The computation x^2+y^2 is
- // insensitive to the sign bit. Thus use of Math.abs(double) is only in edge-case
- // branches.
- //
- // 5. The exponent different to ignore the smaller component has changed from 60 to 54.
- //
- // Original comments from fdlibm are in c style: /* */
- // Extra comments added for reference.
- //
- // Note that the high 32-bits are compared to constants.
- // The lowest 20-bits are the upper bits of the 52-bit mantissa.
- // The next 11-bits are the biased exponent. The sign bit has been cleared.
- // Scaling factors are powers of two for exact scaling.
- // For clarity the values have been refactored to named constants.
- // The mask is used to remove the sign bit.
- final long xbits = Double.doubleToRawLongBits(x) & UNSIGN_MASK;
- final long ybits = Double.doubleToRawLongBits(y) & UNSIGN_MASK;
- // Order by magnitude: |a| >= |b|
- double a;
- double b;
- /* High word of x & y */
- final int ha;
- final int hb;
- if (ybits > xbits) {
- a = y;
- b = x;
- ha = (int) (ybits >>> 32);
- hb = (int) (xbits >>> 32);
- } else {
- a = x;
- b = y;
- ha = (int) (xbits >>> 32);
- hb = (int) (ybits >>> 32);
- }
- // Check if the smaller part is significant.
- // a^2 is computed in extended precision for an effective mantissa of 106-bits.
- // An exponent difference of 54 is where b^2 will not overlap a^2.
- if ((ha - hb) > EXP_54) {
- /* a/b > 2**54 */
- // or a is Inf or NaN.
- // No addition of a + b for sNaN.
- return Math.abs(a);
- }
- double rescale = 1.0;
- if (ha > EXP_500) {
- /* a > 2^500 */
- if (ha >= EXP_1024) {
- /* Inf or NaN */
- // Check b is infinite for the IEEE754 result.
- // No addition of a + b for sNaN.
- return Math.abs(b) == Double.POSITIVE_INFINITY ?
- Double.POSITIVE_INFINITY :
- Math.abs(a);
- }
- /* scale a and b by 2^-600 */
- // Before scaling: a in [2^500, 2^1023].
- // After scaling: a in [2^-100, 2^423].
- // After scaling: b in [2^-154, 2^423].
- a *= TWO_POW_NEG_600;
- b *= TWO_POW_NEG_600;
- rescale = TWO_POW_600;
- } else if (hb < EXP_NEG_500) {
- // No special handling of sub-normals.
- // These do not matter when we do not manipulate the exponent bits
- // for scaling the split representation.
- // Intentional comparison with zero.
- if (b == 0) {
- return Math.abs(a);
- }
- /* scale a and b by 2^600 */
- // Effective min exponent of a sub-normal = -1022 - 52 = -1074.
- // Before scaling: b in [2^-1074, 2^-501].
- // After scaling: b in [2^-474, 2^99].
- // After scaling: a in [2^-474, 2^153].
- a *= TWO_POW_600;
- b *= TWO_POW_600;
- rescale = TWO_POW_NEG_600;
- }
- // High precision x^2 + y^2
- return Math.sqrt(x2y2(a, b)) * rescale;
- }
- /**
- * Return {@code x^2 + y^2} with high accuracy.
- *
- * <p>It is assumed that {@code 2^500 > |x| >= |y| > 2^-500}. Thus there will be no
- * overflow or underflow of the result. The inputs are not assumed to be unsigned.
- *
- * <p>The computation is performed using Dekker's method for extended precision
- * multiplication of x and y and then summation of the extended precision squares.
- *
- * @param x Value x.
- * @param y Value y
- * @return x^2 + y^2
- * @see <a href="https://doi.org/10.1007/BF01397083">
- * Dekker (1971) A floating-point technique for extending the available precision</a>
- */
- private static double x2y2(double x, double y) {
- // Note:
- // This method is different from the high-accuracy summation used in fdlibm for hypot.
- // The summation could be any valid computation of x^2+y^2. However since this follows
- // the re-scaling logic in hypot(x, y) the use of high precision has relatively
- // less performance overhead than if used without scaling.
- // The Dekker algorithm is branchless for better performance
- // than the fdlibm method with a maximum ULP error of approximately 0.86.
- //
- // See NUMBERS-143 for analysis.
- // Do a Dekker summation of double length products x*x and y*y
- // (10 multiply and 20 additions).
- final double xx = x * x;
- final double yy = y * y;
- // Compute the round-off from the products.
- // With FMA hardware support in JDK 9+ this can be replaced with the much faster:
- // xxLow = Math.fma(x, x, -xx)
- // yyLow = Math.fma(y, y, -yy)
- // Dekker mul12
- final double xHigh = splitHigh(x);
- final double xLow = x - xHigh;
- final double xxLow = squareLow(xLow, xHigh, xx);
- // Dekker mul12
- final double yHigh = splitHigh(y);
- final double yLow = y - yHigh;
- final double yyLow = squareLow(yLow, yHigh, yy);
- // Dekker add2
- final double r = xx + yy;
- // Note: The order is important. Assume xx > yy and drop Dekker's conditional
- // check for which is the greater magnitude.
- // s = xx - r + yy + yyLow + xxLow
- // z = r + s
- // zz = r - z + s
- // Here we compute z inline and ignore computing the round-off zz.
- // Note: The round-off could be used with Dekker's sqrt2 method.
- // That adds 7 multiply, 1 division and 19 additions doubling the cost
- // and reducing error to < 0.5 ulp for the final sqrt.
- return xx - r + yy + yyLow + xxLow + r;
- }
- }