Math.java

/*
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 * DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER.
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 * This code is free software; you can redistribute it and/or modify it
 * under the terms of the GNU General Public License version 2 only, as
 * published by the Free Software Foundation.  Oracle designates this
 * particular file as subject to the "Classpath" exception as provided
 * by Oracle in the LICENSE file that accompanied this code.
 *
 * This code is distributed in the hope that it will be useful, but WITHOUT
 * ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
 * FITNESS FOR A PARTICULAR PURPOSE.  See the GNU General Public License
 * version 2 for more details (a copy is included in the LICENSE file that
 * accompanied this code).
 *
 * You should have received a copy of the GNU General Public License version
 * 2 along with this work; if not, write to the Free Software Foundation,
 * Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA.
 *
 * Please contact Oracle, 500 Oracle Parkway, Redwood Shores, CA 94065 USA
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package java.lang;

import jdk.internal.HotSpotIntrinsicCandidate;
import jdk.internal.math.DoubleConsts;
import jdk.internal.math.FloatConsts;

import java.math.BigDecimal;
import java.util.Random;

/**
 * The class {@code Math} contains methods for performing basic
 * numeric operations such as the elementary exponential, logarithm,
 * square root, and trigonometric functions.
 *
 * <p>Unlike some of the numeric methods of class
 * {@code StrictMath}, all implementations of the equivalent
 * functions of class {@code Math} are not defined to return the
 * bit-for-bit same results.  This relaxation permits
 * better-performing implementations where strict reproducibility is
 * not required.
 *
 * <p>By default many of the {@code Math} methods simply call
 * the equivalent method in {@code StrictMath} for their
 * implementation.  Code generators are encouraged to use
 * platform-specific native libraries or microprocessor instructions,
 * where available, to provide higher-performance implementations of
 * {@code Math} methods.  Such higher-performance
 * implementations still must conform to the specification for
 * {@code Math}.
 *
 * <p>The quality of implementation specifications concern two
 * properties, accuracy of the returned result and monotonicity of the
 * method.  Accuracy of the floating-point {@code Math} methods is
 * measured in terms of <i>ulps</i>, units in the last place.  For a
 * given floating-point format, an {@linkplain #ulp(double) ulp} of a
 * specific real number value is the distance between the two
 * floating-point values bracketing that numerical value.  When
 * discussing the accuracy of a method as a whole rather than at a
 * specific argument, the number of ulps cited is for the worst-case
 * error at any argument.  If a method always has an error less than
 * 0.5 ulps, the method always returns the floating-point number
 * nearest the exact result; such a method is <i>correctly
 * rounded</i>.  A correctly rounded method is generally the best a
 * floating-point approximation can be; however, it is impractical for
 * many floating-point methods to be correctly rounded.  Instead, for
 * the {@code Math} class, a larger error bound of 1 or 2 ulps is
 * allowed for certain methods.  Informally, with a 1 ulp error bound,
 * when the exact result is a representable number, the exact result
 * should be returned as the computed result; otherwise, either of the
 * two floating-point values which bracket the exact result may be
 * returned.  For exact results large in magnitude, one of the
 * endpoints of the bracket may be infinite.  Besides accuracy at
 * individual arguments, maintaining proper relations between the
 * method at different arguments is also important.  Therefore, most
 * methods with more than 0.5 ulp errors are required to be
 * <i>semi-monotonic</i>: whenever the mathematical function is
 * non-decreasing, so is the floating-point approximation, likewise,
 * whenever the mathematical function is non-increasing, so is the
 * floating-point approximation.  Not all approximations that have 1
 * ulp accuracy will automatically meet the monotonicity requirements.
 *
 * <p>
 * The platform uses signed two's complement integer arithmetic with
 * int and long primitive types.  The developer should choose
 * the primitive type to ensure that arithmetic operations consistently
 * produce correct results, which in some cases means the operations
 * will not overflow the range of values of the computation.
 * The best practice is to choose the primitive type and algorithm to avoid
 * overflow. In cases where the size is {@code int} or {@code long} and
 * overflow errors need to be detected, the methods {@code addExact},
 * {@code subtractExact}, {@code multiplyExact}, and {@code toIntExact}
 * throw an {@code ArithmeticException} when the results overflow.
 * For other arithmetic operations such as divide, absolute value,
 * increment by one, decrement by one, and negation, overflow occurs only with
 * a specific minimum or maximum value and should be checked against
 * the minimum or maximum as appropriate.
 *
 * @author unascribed
 * @author Joseph D. Darcy
 * @since 1.0
 */
/*
 * 数学运算类，包含了常用的数学计算方法
 *
 * - 基本运算
 * - 乘方/开方
 * - 指数/对数
 * - 平面坐标
 * - 三角函数
 * - 双曲函数
 * - 舍入操作
 * - 绝对值
 * - 最大值/最小值
 * - 符号函数
 * - 浮点数操作
 * - 杂项
 */
public final class Math {
    
    /**
     * The {@code double} value that is closer than any other to
     * <i>e</i>, the base of the natural logarithms.
     */
    public static final double E = 2.7182818284590452354;
    
    /**
     * The {@code double} value that is closer than any other to
     * <i>pi</i>, the ratio of the circumference of a circle to its
     * diameter.
     */
    public static final double PI = 3.14159265358979323846;
    
    /**
     * Constant by which to multiply an angular value in degrees to obtain an angular value in radians.
     */
    private static final double DEGREES_TO_RADIANS = 0.017453292519943295;
    
    /**
     * Constant by which to multiply an angular value in radians to obtain an angular value in degrees.
     */
    private static final double RADIANS_TO_DEGREES = 57.29577951308232;
    
    // Use raw bit-wise conversions on guaranteed non-NaN arguments.
    private static final long negativeZeroFloatBits = Float.floatToRawIntBits(-0.0f);
    private static final long negativeZeroDoubleBits = Double.doubleToRawLongBits(-0.0d);
    
    // Constants used in scalb
    static double twoToTheDoubleScaleUp = powerOfTwoD(512);
    static double twoToTheDoubleScaleDown = powerOfTwoD(-512);
    
    
    /**
     * Don't let anyone instantiate this class.
     */
    private Math() {
    }
    
    
    /*▼ 基本运算 ████████████████████████████████████████████████████████████████████████████████┓ */
    
    /**
     * Returns the sum of its arguments,
     * throwing an exception if the result overflows an {@code int}.
     *
     * @param x the first value
     * @param y the second value
     *
     * @return the result
     *
     * @throws ArithmeticException if the result overflows an int
     * @since 1.8
     */
    // 加法
    @HotSpotIntrinsicCandidate
    public static int addExact(int x, int y) {
        int r = x + y;
        // HD 2-12 Overflow if both arguments have the opposite sign of the result
        if(((x ^ r) & (y ^ r))<0) {
            throw new ArithmeticException("integer overflow");
        }
        return r;
    }
    
    /**
     * Returns the sum of its arguments,
     * throwing an exception if the result overflows a {@code long}.
     *
     * @param x the first value
     * @param y the second value
     *
     * @return the result
     *
     * @throws ArithmeticException if the result overflows a long
     * @since 1.8
     */
    // 加法
    @HotSpotIntrinsicCandidate
    public static long addExact(long x, long y) {
        long r = x + y;
        // HD 2-12 Overflow iff both arguments have the opposite sign of the result
        if(((x ^ r) & (y ^ r))<0) {
            throw new ArithmeticException("long overflow");
        }
        return r;
    }
    
    /**
     * Returns the difference of the arguments,
     * throwing an exception if the result overflows an {@code int}.
     *
     * @param x the first value
     * @param y the second value to subtract from the first
     *
     * @return the result
     *
     * @throws ArithmeticException if the result overflows an int
     * @since 1.8
     */
    // 减法
    @HotSpotIntrinsicCandidate
    public static int subtractExact(int x, int y) {
        int r = x - y;
        // HD 2-12 Overflow iff the arguments have different signs and
        // the sign of the result is different from the sign of x
        if(((x ^ y) & (x ^ r))<0) {
            throw new ArithmeticException("integer overflow");
        }
        return r;
    }
    
    /**
     * Returns the difference of the arguments,
     * throwing an exception if the result overflows a {@code long}.
     *
     * @param x the first value
     * @param y the second value to subtract from the first
     *
     * @return the result
     *
     * @throws ArithmeticException if the result overflows a long
     * @since 1.8
     */
    // 减法
    @HotSpotIntrinsicCandidate
    public static long subtractExact(long x, long y) {
        long r = x - y;
        // HD 2-12 Overflow iff the arguments have different signs and
        // the sign of the result is different from the sign of x
        if(((x ^ y) & (x ^ r))<0) {
            throw new ArithmeticException("long overflow");
        }
        return r;
    }
    
    /**
     * Returns the product of the arguments,
     * throwing an exception if the result overflows an {@code int}.
     *
     * @param x the first value
     * @param y the second value
     *
     * @return the result
     *
     * @throws ArithmeticException if the result overflows an int
     * @since 1.8
     */
    // 乘法
    @HotSpotIntrinsicCandidate
    public static int multiplyExact(int x, int y) {
        long r = (long) x * (long) y;
        if((int) r != r) {
            throw new ArithmeticException("integer overflow");
        }
        return (int) r;
    }
    
    /**
     * Returns the product of the arguments,
     * throwing an exception if the result overflows a {@code long}.
     *
     * @param x the first value
     * @param y the second value
     *
     * @return the result
     *
     * @throws ArithmeticException if the result overflows a long
     * @since 1.8
     */
    // 乘法
    @HotSpotIntrinsicCandidate
    public static long multiplyExact(long x, long y) {
        long r = x * y;
        long ax = Math.abs(x);
        long ay = Math.abs(y);
        if(((ax | ay) >>> 31 != 0)) {
            // Some bits greater than 2^31 that might cause overflow
            // Check the result using the divide operator
            // and check for the special case of Long.MIN_VALUE * -1
            if(((y != 0) && (r / y != x)) || (x == Long.MIN_VALUE && y == -1)) {
                throw new ArithmeticException("long overflow");
            }
        }
        return r;
    }
    
    /**
     * Returns the product of the arguments, throwing an exception if the result
     * overflows a {@code long}.
     *
     * @param x the first value
     * @param y the second value
     *
     * @return the result
     *
     * @throws ArithmeticException if the result overflows a long
     * @since 9
     */
    // 乘法
    public static long multiplyExact(long x, int y) {
        return multiplyExact(x, (long) y);
    }
    
    /**
     * Returns the exact mathematical product of the arguments.
     *
     * @param x the first value
     * @param y the second value
     *
     * @return the result
     *
     * @since 9
     */
    // 乘法
    public static long multiplyFull(int x, int y) {
        return (long) x * (long) y;
    }
    
    /**
     * Returns as a {@code long} the most significant 64 bits of the 128-bit product of two 64-bit factors.
     *
     * @param x the first value
     * @param y the second value
     *
     * @return the result
     *
     * @since 9
     */
    // 乘法，返回两个long乘积的高64位
    @HotSpotIntrinsicCandidate
    public static long multiplyHigh(long x, long y) {
        if(x<0 || y<0) {
            // Use technique from section 8-2 of Henry S. Warren, Jr.,
            // Hacker's Delight (2nd ed.) (Addison Wesley, 2013), 173-174.
            long x1 = x >> 32;
            long x2 = x & 0xFFFFFFFFL;
            long y1 = y >> 32;
            long y2 = y & 0xFFFFFFFFL;
            long z2 = x2 * y2;
            long t = x1 * y2 + (z2 >>> 32);
            long z1 = t & 0xFFFFFFFFL;
            long z0 = t >> 32;
            z1 += x2 * y1;
            return x1 * y1 + z0 + (z1 >> 32);
        } else {
            // Use Karatsuba technique with two base 2^32 digits.
            long x1 = x >>> 32;
            long y1 = y >>> 32;
            long x2 = x & 0xFFFFFFFFL;
            long y2 = y & 0xFFFFFFFFL;
            long A = x1 * y1;
            long B = x2 * y2;
            long C = (x1 + x2) * (y1 + y2);
            long K = C - A - B;
            return (((B >>> 32) + K) >>> 32) + A;
        }
    }
    
    /*
     * 向下取整除法：
     *
     *  11/ 8 =  1.375 ==>  1
     * -11/ 8 = -1.375 ==> -2
     *  11/-8 = -1.375 ==> -2
     * -11/-8 =  1.375 ==>  1
     */
    
    /**
     * Returns the largest (closest to positive infinity)
     * {@code int} value that is less than or equal to the algebraic quotient.
     * There is one special case, if the dividend is the
     * {@linkplain Integer#MIN_VALUE Integer.MIN_VALUE} and the divisor is {@code -1},
     * then integer overflow occurs and
     * the result is equal to {@code Integer.MIN_VALUE}.
     * <p>
     * Normal integer division operates under the round to zero rounding mode
     * (truncation).  This operation instead acts under the round toward
     * negative infinity (floor) rounding mode.
     * The floor rounding mode gives different results from truncation
     * when the exact result is negative.
     * <ul>
     * <li>If the signs of the arguments are the same, the results of
     * {@code floorDiv} and the {@code /} operator are the same.  <br>
     * For example, {@code floorDiv(4, 3) == 1} and {@code (4 / 3) == 1}.</li>
     * <li>If the signs of the arguments are different,  the quotient is negative and
     * {@code floorDiv} returns the integer less than or equal to the quotient
     * and the {@code /} operator returns the integer closest to zero.<br>
     * For example, {@code floorDiv(-4, 3) == -2},
     * whereas {@code (-4 / 3) == -1}.
     * </li>
     * </ul>
     *
     * @param x the dividend
     * @param y the divisor
     *
     * @return the largest (closest to positive infinity)
     * {@code int} value that is less than or equal to the algebraic quotient.
     *
     * @throws ArithmeticException if the divisor {@code y} is zero
     * @see #floorMod(int, int)
     * @see #floor(double)
     * @since 1.8
     */
    // 向下取整除法
    public static int floorDiv(int x, int y) {
        int r = x / y;
        // if the signs are different and modulo not zero, round down
        if((x ^ y)<0 && (r * y != x)) {
            r--;
        }
        return r;
    }
    
    /**
     * Returns the largest (closest to positive infinity)
     * {@code long} value that is less than or equal to the algebraic quotient.
     * There is one special case, if the dividend is the
     * {@linkplain Long#MIN_VALUE Long.MIN_VALUE} and the divisor is {@code -1},
     * then integer overflow occurs and
     * the result is equal to {@code Long.MIN_VALUE}.
     * <p>
     * Normal integer division operates under the round to zero rounding mode
     * (truncation).  This operation instead acts under the round toward
     * negative infinity (floor) rounding mode.
     * The floor rounding mode gives different results from truncation
     * when the exact result is negative.
     * <p>
     * For examples, see {@link #floorDiv(int, int)}.
     *
     * @param x the dividend
     * @param y the divisor
     *
     * @return the largest (closest to positive infinity)
     * {@code int} value that is less than or equal to the algebraic quotient.
     *
     * @throws ArithmeticException if the divisor {@code y} is zero
     * @see #floorMod(long, int)
     * @see #floor(double)
     * @since 9
     */
    // 向下取整除法
    public static long floorDiv(long x, int y) {
        return floorDiv(x, (long) y);
    }
    
    /**
     * Returns the largest (closest to positive infinity)
     * {@code long} value that is less than or equal to the algebraic quotient.
     * There is one special case, if the dividend is the
     * {@linkplain Long#MIN_VALUE Long.MIN_VALUE} and the divisor is {@code -1},
     * then integer overflow occurs and
     * the result is equal to {@code Long.MIN_VALUE}.
     * <p>
     * Normal integer division operates under the round to zero rounding mode
     * (truncation).  This operation instead acts under the round toward
     * negative infinity (floor) rounding mode.
     * The floor rounding mode gives different results from truncation
     * when the exact result is negative.
     * <p>
     * For examples, see {@link #floorDiv(int, int)}.
     *
     * @param x the dividend
     * @param y the divisor
     *
     * @return the largest (closest to positive infinity)
     * {@code long} value that is less than or equal to the algebraic quotient.
     *
     * @throws ArithmeticException if the divisor {@code y} is zero
     * @see #floorMod(long, long)
     * @see #floor(double)
     * @since 1.8
     */
    // 向下取整除法
    public static long floorDiv(long x, long y) {
        long r = x / y;
        // if the signs are different and modulo not zero, round down
        if((x ^ y)<0 && (r * y != x)) {
            r--;
        }
        return r;
    }
    
    /*
     * 取模运算:
     *
     *  11 MOD  8 => 从0开始，顺时针前进11步，得到3
     * -11 MOD  8 => 从0开始，逆时针前进11步，得到5
     *
     *          0
     *        7   1
     *      6       2
     *        5   3
     *          4
     *
     *
     *  11 MOD -8 => 从0开始，顺时针前进11步，得到-5
     * -11 MOD -5 => 从0开始，逆时针前进11步，得到-3
     *
     *           0
     *       -1    -7
     *     -2        -6
     *       -3    -5
     *          -4
     */
    
    /**
     * Returns the floor modulus of the {@code int} arguments.
     * <p>
     * The floor modulus is {@code x - (floorDiv(x, y) * y)},
     * has the same sign as the divisor {@code y}, and
     * is in the range of {@code -abs(y) < r < +abs(y)}.
     *
     * <p>
     * The relationship between {@code floorDiv} and {@code floorMod} is such that:
     * <ul>
     * <li>{@code floorDiv(x, y) * y + floorMod(x, y) == x}
     * </ul>
     * <p>
     * The difference in values between {@code floorMod} and
     * the {@code %} operator is due to the difference between
     * {@code floorDiv} that returns the integer less than or equal to the quotient
     * and the {@code /} operator that returns the integer closest to zero.
     * <p>
     * Examples:
     * <ul>
     * <li>If the signs of the arguments are the same, the results
     * of {@code floorMod} and the {@code %} operator are the same.  <br>
     * <ul>
     * <li>{@code floorMod(4, 3) == 1}; &nbsp; and {@code (4 % 3) == 1}</li>
     * </ul>
     * <li>If the signs of the arguments are different, the results differ from the {@code %} operator.<br>
     * <ul>
     * <li>{@code floorMod(+4, -3) == -2}; &nbsp; and {@code (+4 % -3) == +1} </li>
     * <li>{@code floorMod(-4, +3) == +2}; &nbsp; and {@code (-4 % +3) == -1} </li>
     * <li>{@code floorMod(-4, -3) == -1}; &nbsp; and {@code (-4 % -3) == -1 } </li>
     * </ul>
     * </li>
     * </ul>
     * <p>
     * If the signs of arguments are unknown and a positive modulus
     * is needed it can be computed as {@code (floorMod(x, y) + abs(y)) % abs(y)}.
     *
     * @param x the dividend
     * @param y the divisor
     *
     * @return the floor modulus {@code x - (floorDiv(x, y) * y)}
     *
     * @throws ArithmeticException if the divisor {@code y} is zero
     * @see #floorDiv(int, int)
     * @since 1.8
     */
    // 取模，相当于(x % y + y) % y
    public static int floorMod(int x, int y) {
        return x - floorDiv(x, y) * y;
    }
    
    /**
     * Returns the floor modulus of the {@code long} and {@code int} arguments.
     * <p>
     * The floor modulus is {@code x - (floorDiv(x, y) * y)},
     * has the same sign as the divisor {@code y}, and
     * is in the range of {@code -abs(y) < r < +abs(y)}.
     *
     * <p>
     * The relationship between {@code floorDiv} and {@code floorMod} is such that:
     * <ul>
     * <li>{@code floorDiv(x, y) * y + floorMod(x, y) == x}
     * </ul>
     * <p>
     * For examples, see {@link #floorMod(int, int)}.
     *
     * @param x the dividend
     * @param y the divisor
     *
     * @return the floor modulus {@code x - (floorDiv(x, y) * y)}
     *
     * @throws ArithmeticException if the divisor {@code y} is zero
     * @see #floorDiv(long, int)
     * @since 9
     */
    // 取模，相当于(x % y + y) % y
    public static int floorMod(long x, int y) {
        // Result cannot overflow the range of int.
        return (int) (x - floorDiv(x, y) * y);
    }
    
    /**
     * Returns the floor modulus of the {@code long} arguments.
     * <p>
     * The floor modulus is {@code x - (floorDiv(x, y) * y)},
     * has the same sign as the divisor {@code y}, and
     * is in the range of {@code -abs(y) < r < +abs(y)}.
     *
     * <p>
     * The relationship between {@code floorDiv} and {@code floorMod} is such that:
     * <ul>
     * <li>{@code floorDiv(x, y) * y + floorMod(x, y) == x}
     * </ul>
     * <p>
     * For examples, see {@link #floorMod(int, int)}.
     *
     * @param x the dividend
     * @param y the divisor
     *
     * @return the floor modulus {@code x - (floorDiv(x, y) * y)}
     *
     * @throws ArithmeticException if the divisor {@code y} is zero
     * @see #floorDiv(long, long)
     * @since 1.8
     */
    // 取模，相当于(x % y + y) % y
    public static long floorMod(long x, long y) {
        return x - floorDiv(x, y) * y;
    }
    
    /**
     * Computes the remainder operation on two arguments as prescribed
     * by the IEEE 754 standard.
     * The remainder value is mathematically equal to
     * <code>f1&nbsp;-&nbsp;f2</code>&nbsp;&times;&nbsp;<i>n</i>,
     * where <i>n</i> is the mathematical integer closest to the exact
     * mathematical value of the quotient {@code f1/f2}, and if two
     * mathematical integers are equally close to {@code f1/f2},
     * then <i>n</i> is the integer that is even. If the remainder is
     * zero, its sign is the same as the sign of the first argument.
     * Special cases:
     * <ul><li>If either argument is NaN, or the first argument is infinite,
     * or the second argument is positive zero or negative zero, then the
     * result is NaN.
     * <li>If the first argument is finite and the second argument is
     * infinite, then the result is the same as the first argument.</ul>
     *
     * @param f1 the dividend.
     * @param f2 the divisor.
     *
     * @return the remainder when {@code f1} is divided by
     * {@code f2}.
     */
    /*
     * 按照 IEEE 754 标准的规定，对两个参数进行余数运算。
     *
     * 余数的算术值等于 f1 - f2 × n，其中 n 是最接近商 f1/f2 准确算术值的整数.
     * 如果两个整数都同样接近 f1/f2，那么 n 是其中的偶数。
     * 如果余数是 0，那么它的符号与第一个参数的符号相同。
     *
     * 特殊情况如下：
     * 如果两个参数都为 NaN，或者第一个参数为无穷大，或者第二个参数为正 0 或负 0，那么结果为 NaN。
     * 如果第一个参数为有限值，第二个参数为无穷大，那么结果与第一个参数相同。
     *
     * 计算结果必须在准确结果的 1 ulp 范围内。如果一个参数保持常量，那么在另一个参数中，结果必须具有半单调性。
     */
    public static double IEEEremainder(double f1, double f2) {
        return StrictMath.IEEEremainder(f1, f2); // delegate to StrictMath
    }
    
    /**
     * Returns the argument incremented by one, throwing an exception if the
     * result overflows an {@code int}.
     *
     * @param a the value to increment
     *
     * @return the result
     *
     * @throws ArithmeticException if the result overflows an int
     * @since 1.8
     */
    // a+1
    @HotSpotIntrinsicCandidate
    public static int incrementExact(int a) {
        if(a == Integer.MAX_VALUE) {
            throw new ArithmeticException("integer overflow");
        }
        
        return a + 1;
    }
    
    /**
     * Returns the argument incremented by one, throwing an exception if the
     * result overflows a {@code long}.
     *
     * @param a the value to increment
     *
     * @return the result
     *
     * @throws ArithmeticException if the result overflows a long
     * @since 1.8
     */
    // a+1
    @HotSpotIntrinsicCandidate
    public static long incrementExact(long a) {
        if(a == Long.MAX_VALUE) {
            throw new ArithmeticException("long overflow");
        }
        
        return a + 1L;
    }
    
    /**
     * Returns the argument decremented by one, throwing an exception if the
     * result overflows an {@code int}.
     *
     * @param a the value to decrement
     *
     * @return the result
     *
     * @throws ArithmeticException if the result overflows an int
     * @since 1.8
     */
    // a-1
    @HotSpotIntrinsicCandidate
    public static int decrementExact(int a) {
        if(a == Integer.MIN_VALUE) {
            throw new ArithmeticException("integer overflow");
        }
        
        return a - 1;
    }
    
    /**
     * Returns the argument decremented by one, throwing an exception if the
     * result overflows a {@code long}.
     *
     * @param a the value to decrement
     *
     * @return the result
     *
     * @throws ArithmeticException if the result overflows a long
     * @since 1.8
     */
    // a-1
    @HotSpotIntrinsicCandidate
    public static long decrementExact(long a) {
        if(a == Long.MIN_VALUE) {
            throw new ArithmeticException("long overflow");
        }
        
        return a - 1L;
    }
    
    /**
     * Returns the negation of the argument, throwing an exception if the
     * result overflows an {@code int}.
     *
     * @param a the value to negate
     *
     * @return the result
     *
     * @throws ArithmeticException if the result overflows an int
     * @since 1.8
     */
    // -a
    @HotSpotIntrinsicCandidate
    public static int negateExact(int a) {
        if(a == Integer.MIN_VALUE) {
            throw new ArithmeticException("integer overflow");
        }
        
        return -a;
    }
    
    /**
     * Returns the negation of the argument, throwing an exception if the
     * result overflows a {@code long}.
     *
     * @param a the value to negate
     *
     * @return the result
     *
     * @throws ArithmeticException if the result overflows a long
     * @since 1.8
     */
    // -a
    @HotSpotIntrinsicCandidate
    public static long negateExact(long a) {
        if(a == Long.MIN_VALUE) {
            throw new ArithmeticException("long overflow");
        }
        
        return -a;
    }
    
    /**
     * Returns the fused multiply add of the three arguments; that is,
     * returns the exact product of the first two arguments summed
     * with the third argument and then rounded once to the nearest
     * {@code double}.
     *
     * The rounding is done using the {@linkplain
     * java.math.RoundingMode#HALF_EVEN round to nearest even
     * rounding mode}.
     *
     * In contrast, if {@code a * b + c} is evaluated as a regular
     * floating-point expression, two rounding errors are involved,
     * the first for the multiply operation, the second for the
     * addition operation.
     *
     * <p>Special cases:
     * <ul>
     * <li> If any argument is NaN, the result is NaN.
     *
     * <li> If one of the first two arguments is infinite and the
     * other is zero, the result is NaN.
     *
     * <li> If the exact product of the first two arguments is infinite
     * (in other words, at least one of the arguments is infinite and
     * the other is neither zero nor NaN) and the third argument is an
     * infinity of the opposite sign, the result is NaN.
     *
     * </ul>
     *
     * <p>Note that {@code fma(a, 1.0, c)} returns the same
     * result as ({@code a + c}).  However,
     * {@code fma(a, b, +0.0)} does <em>not</em> always return the
     * same result as ({@code a * b}) since
     * {@code fma(-0.0, +0.0, +0.0)} is {@code +0.0} while
     * ({@code -0.0 * +0.0}) is {@code -0.0}; {@code fma(a, b, -0.0)} is
     * equivalent to ({@code a * b}) however.
     *
     * @param a a value
     * @param b a value
     * @param c a value
     *
     * @return (< i > a < / i > & nbsp ; & times ; & nbsp ; < i > b < / i > & nbsp ; + & nbsp ; < i > c < / i >)
     * computed, as if with unlimited range and precision, and rounded
     * once to the nearest {@code double} value
     *
     * @apiNote This method corresponds to the fusedMultiplyAdd
     * operation defined in IEEE 754-2008.
     * @since 9
     */
    // 计算a*b+c
    @HotSpotIntrinsicCandidate
    public static double fma(double a, double b, double c) {
        /*
         * Infinity and NaN arithmetic is not quite the same with two
         * roundings as opposed to just one so the simple expression
         * "a * b + c" cannot always be used to compute the correct
         * result.  With two roundings, the product can overflow and
         * if the addend is infinite, a spurious NaN can be produced
         * if the infinity from the overflow and the infinite addend
         * have opposite signs.
         */
        
        // First, screen for and handle non-finite input values whose
        // arithmetic is not supported by BigDecimal.
        if(Double.isNaN(a) || Double.isNaN(b) || Double.isNaN(c)) {
            return Double.NaN;
        } else { // All inputs non-NaN
            boolean infiniteA = Double.isInfinite(a);
            boolean infiniteB = Double.isInfinite(b);
            boolean infiniteC = Double.isInfinite(c);
            double result;
            
            if(infiniteA || infiniteB || infiniteC) {
                if(infiniteA && b == 0.0 || infiniteB && a == 0.0) {
                    return Double.NaN;
                }
                // Store product in a double field to cause an
                // overflow even if non-strictfp evaluation is being
                // used.
                double product = a * b;
                if(Double.isInfinite(product) && !infiniteA && !infiniteB) {
                    // Intermediate overflow; might cause a
                    // spurious NaN if added to infinite c.
                    assert Double.isInfinite(c);
                    return c;
                } else {
                    result = product + c;
                    assert !Double.isFinite(result);
                    return result;
                }
            } else { // All inputs finite
                BigDecimal product = (new BigDecimal(a)).multiply(new BigDecimal(b));
                if(c == 0.0) { // Positive or negative zero
                    // If the product is an exact zero, use a
                    // floating-point expression to compute the sign
                    // of the zero final result. The product is an
                    // exact zero if and only if at least one of a and
                    // b is zero.
                    if(a == 0.0 || b == 0.0) {
                        return a * b + c;
                    } else {
                        // The sign of a zero addend doesn't matter if
                        // the product is nonzero. The sign of a zero
                        // addend is not factored in the result if the
                        // exact product is nonzero but underflows to
                        // zero; see IEEE-754 2008 section 6.3 "The
                        // sign bit".
                        return product.doubleValue();
                    }
                } else {
                    return product.add(new BigDecimal(c)).doubleValue();
                }
            }
        }
    }
    
    /**
     * Returns the fused multiply add of the three arguments; that is,
     * returns the exact product of the first two arguments summed
     * with the third argument and then rounded once to the nearest
     * {@code float}.
     *
     * The rounding is done using the {@linkplain
     * java.math.RoundingMode#HALF_EVEN round to nearest even
     * rounding mode}.
     *
     * In contrast, if {@code a * b + c} is evaluated as a regular
     * floating-point expression, two rounding errors are involved,
     * the first for the multiply operation, the second for the
     * addition operation.
     *
     * <p>Special cases:
     * <ul>
     * <li> If any argument is NaN, the result is NaN.
     *
     * <li> If one of the first two arguments is infinite and the
     * other is zero, the result is NaN.
     *
     * <li> If the exact product of the first two arguments is infinite
     * (in other words, at least one of the arguments is infinite and
     * the other is neither zero nor NaN) and the third argument is an
     * infinity of the opposite sign, the result is NaN.
     *
     * </ul>
     *
     * <p>Note that {@code fma(a, 1.0f, c)} returns the same
     * result as ({@code a + c}).  However,
     * {@code fma(a, b, +0.0f)} does <em>not</em> always return the
     * same result as ({@code a * b}) since
     * {@code fma(-0.0f, +0.0f, +0.0f)} is {@code +0.0f} while
     * ({@code -0.0f * +0.0f}) is {@code -0.0f}; {@code fma(a, b, -0.0f)} is
     * equivalent to ({@code a * b}) however.
     *
     * @param a a value
     * @param b a value
     * @param c a value
     *
     * @return (< i > a < / i > & nbsp ; & times ; & nbsp ; < i > b < / i > & nbsp ; + & nbsp ; < i > c < / i >)
     * computed, as if with unlimited range and precision, and rounded
     * once to the nearest {@code float} value
     *
     * @apiNote This method corresponds to the fusedMultiplyAdd
     * operation defined in IEEE 754-2008.
     * @since 9
     */
    // 计算a*b+c
    @HotSpotIntrinsicCandidate
    public static float fma(float a, float b, float c) {
        /*
         *  Since the double format has more than twice the precision
         *  of the float format, the multiply of a * b is exact in
         *  double. The add of c to the product then incurs one
         *  rounding error. Since the double format moreover has more
         *  than (2p + 2) precision bits compared to the p bits of the
         *  float format, the two roundings of (a * b + c), first to
         *  the double format and then secondarily to the float format,
         *  are equivalent to rounding the intermediate result directly
         *  to the float format.
         *
         * In terms of strictfp vs default-fp concerns related to
         * overflow and underflow, since
         *
         * (Float.MAX_VALUE * Float.MAX_VALUE) << Double.MAX_VALUE
         * (Float.MIN_VALUE * Float.MIN_VALUE) >> Double.MIN_VALUE
         *
         * neither the multiply nor add will overflow or underflow in
         * double. Therefore, it is not necessary for this method to
         * be declared strictfp to have reproducible
         * behavior. However, it is necessary to explicitly store down
         * to a float variable to avoid returning a value in the float
         * extended value set.
         */
        float result = (float) (((double) a * (double) b) + (double) c);
        return result;
    }
    
    /*▲ 基本运算 ████████████████████████████████████████████████████████████████████████████████┛ */
    
    
    
    /*▼ 乘方/开方 ████████████████████████████████████████████████████████████████████████████████┓ */
    
    /**
     * Returns the value of the first argument raised to the power of the
     * second argument. Special cases:
     *
     * <ul><li>If the second argument is positive or negative zero, then the
     * result is 1.0.
     * <li>If the second argument is 1.0, then the result is the same as the
     * first argument.
     * <li>If the second argument is NaN, then the result is NaN.
     * <li>If the first argument is NaN and the second argument is nonzero,
     * then the result is NaN.
     *
     * <li>If
     * <ul>
     * <li>the absolute value of the first argument is greater than 1
     * and the second argument is positive infinity, or
     * <li>the absolute value of the first argument is less than 1 and
     * the second argument is negative infinity,
     * </ul>
     * then the result is positive infinity.
     *
     * <li>If
     * <ul>
     * <li>the absolute value of the first argument is greater than 1 and
     * the second argument is negative infinity, or
     * <li>the absolute value of the
     * first argument is less than 1 and the second argument is positive
     * infinity,
     * </ul>
     * then the result is positive zero.
     *
     * <li>If the absolute value of the first argument equals 1 and the
     * second argument is infinite, then the result is NaN.
     *
     * <li>If
     * <ul>
     * <li>the first argument is positive zero and the second argument
     * is greater than zero, or
     * <li>the first argument is positive infinity and the second
     * argument is less than zero,
     * </ul>
     * then the result is positive zero.
     *
     * <li>If
     * <ul>
     * <li>the first argument is positive zero and the second argument
     * is less than zero, or
     * <li>the first argument is positive infinity and the second
     * argument is greater than zero,
     * </ul>
     * then the result is positive infinity.
     *
     * <li>If
     * <ul>
     * <li>the first argument is negative zero and the second argument
     * is greater than zero but not a finite odd integer, or
     * <li>the first argument is negative infinity and the second
     * argument is less than zero but not a finite odd integer,
     * </ul>
     * then the result is positive zero.
     *
     * <li>If
     * <ul>
     * <li>the first argument is negative zero and the second argument
     * is a positive finite odd integer, or
     * <li>the first argument is negative infinity and the second
     * argument is a negative finite odd integer,
     * </ul>
     * then the result is negative zero.
     *
     * <li>If
     * <ul>
     * <li>the first argument is negative zero and the second argument
     * is less than zero but not a finite odd integer, or
     * <li>the first argument is negative infinity and the second
     * argument is greater than zero but not a finite odd integer,
     * </ul>
     * then the result is positive infinity.
     *
     * <li>If
     * <ul>
     * <li>the first argument is negative zero and the second argument
     * is a negative finite odd integer, or
     * <li>the first argument is negative infinity and the second
     * argument is a positive finite odd integer,
     * </ul>
     * then the result is negative infinity.
     *
     * <li>If the first argument is finite and less than zero
     * <ul>
     * <li> if the second argument is a finite even integer, the
     * result is equal to the result of raising the absolute value of
     * the first argument to the power of the second argument
     *
     * <li>if the second argument is a finite odd integer, the result
     * is equal to the negative of the result of raising the absolute
     * value of the first argument to the power of the second
     * argument
     *
     * <li>if the second argument is finite and not an integer, then
     * the result is NaN.
     * </ul>
     *
     * <li>If both arguments are integers, then the result is exactly equal
     * to the mathematical result of raising the first argument to the power
     * of the second argument if that result can in fact be represented
     * exactly as a {@code double} value.</ul>
     *
     * <p>(In the foregoing descriptions, a floating-point value is
     * considered to be an integer if and only if it is finite and a
     * fixed point of the method {@link #ceil ceil} or,
     * equivalently, a fixed point of the method {@link #floor
     * floor}. A value is a fixed point of a one-argument
     * method if and only if the result of applying the method to the
     * value is equal to the value.)
     *
     * <p>The computed result must be within 1 ulp of the exact result.
     * Results must be semi-monotonic.
     *
     * @param a the base.
     * @param b the exponent.
     *
     * @return the value {@code a}<sup>{@code b}</sup>.
     */
    // a的b次方
    @HotSpotIntrinsicCandidate
    public static double pow(double a, double b) {
        return StrictMath.pow(a, b); // default impl. delegates to StrictMath
    }
    
    /**
     * Returns the correctly rounded positive square root of a
     * {@code double} value.
     * Special cases:
     * <ul><li>If the argument is NaN or less than zero, then the result
     * is NaN.
     * <li>If the argument is positive infinity, then the result is positive
     * infinity.
     * <li>If the argument is positive zero or negative zero, then the
     * result is the same as the argument.</ul>
     * Otherwise, the result is the {@code double} value closest to
     * the true mathematical square root of the argument value.
     *
     * @param a a value.
     *
     * @return the positive square root of {@code a}.
     * If the argument is NaN or less than zero, the result is NaN.
     */
    // 平方根
    @HotSpotIntrinsicCandidate
    public static double sqrt(double a) {
        return StrictMath.sqrt(a); // default impl. delegates to StrictMath
        // Note that hardware sqrt instructions
        // frequently can be directly used by JITs
        // and should be much faster than doing
        // Math.sqrt in software.
    }
    
    /**
     * Returns the cube root of a {@code double} value.  For
     * positive finite {@code x}, {@code cbrt(-x) ==
     * -cbrt(x)}; that is, the cube root of a negative value is
     * the negative of the cube root of that value's magnitude.
     *
     * Special cases:
     *
     * <ul>
     *
     * <li>If the argument is NaN, then the result is NaN.
     *
     * <li>If the argument is infinite, then the result is an infinity
     * with the same sign as the argument.
     *
     * <li>If the argument is zero, then the result is a zero with the
     * same sign as the argument.
     *
     * </ul>
     *
     * <p>The computed result must be within 1 ulp of the exact result.
     *
     * @param a a value.
     *
     * @return the cube root of {@code a}.
     *
     * @since 1.5
     */
    // 立方根
    public static double cbrt(double a) {
        return StrictMath.cbrt(a);
    }
    
    /*▲ 乘方/开方 ████████████████████████████████████████████████████████████████████████████████┛ */
    
    
    
    /*▼ 指数/对数 ████████████████████████████████████████████████████████████████████████████████┓ */
    
    /**
     * Returns Euler's number <i>e</i> raised to the power of a
     * {@code double} value.  Special cases:
     * <ul><li>If the argument is NaN, the result is NaN.
     * <li>If the argument is positive infinity, then the result is
     * positive infinity.
     * <li>If the argument is negative infinity, then the result is
     * positive zero.</ul>
     *
     * <p>The computed result must be within 1 ulp of the exact result.
     * Results must be semi-monotonic.
     *
     * @param a the exponent to raise <i>e</i> to.
     *
     * @return the value <i>e</i><sup>{@code a}</sup>,
     * where <i>e</i> is the base of the natural logarithms.
     */
    // e的a次方
    @HotSpotIntrinsicCandidate
    public static double exp(double a) {
        return StrictMath.exp(a); // default impl. delegates to StrictMath
    }
    
    /**
     * Returns the natural logarithm (base <i>e</i>) of a {@code double}
     * value.  Special cases:
     * <ul><li>If the argument is NaN or less than zero, then the result
     * is NaN.
     * <li>If the argument is positive infinity, then the result is
     * positive infinity.
     * <li>If the argument is positive zero or negative zero, then the
     * result is negative infinity.</ul>
     *
     * <p>The computed result must be within 1 ulp of the exact result.
     * Results must be semi-monotonic.
     *
     * @param a a value
     *
     * @return the value ln&nbsp;{@code a}, the natural logarithm of
     * {@code a}.
     */
    // 以e为底a的对数，自然对数
    @HotSpotIntrinsicCandidate
    public static double log(double a) {
        return StrictMath.log(a); // default impl. delegates to StrictMath
    }
    
    /**
     * Returns the base 10 logarithm of a {@code double} value.
     * Special cases:
     *
     * <ul><li>If the argument is NaN or less than zero, then the result
     * is NaN.
     * <li>If the argument is positive infinity, then the result is
     * positive infinity.
     * <li>If the argument is positive zero or negative zero, then the
     * result is negative infinity.
     * <li> If the argument is equal to 10<sup><i>n</i></sup> for
     * integer <i>n</i>, then the result is <i>n</i>.
     * </ul>
     *
     * <p>The computed result must be within 1 ulp of the exact result.
     * Results must be semi-monotonic.
     *
     * @param a a value
     *
     * @return the base 10 logarithm of  {@code a}.
     *
     * @since 1.5
     */
    // 以10为底a的对数
    @HotSpotIntrinsicCandidate
    public static double log10(double a) {
        return StrictMath.log10(a); // default impl. delegates to StrictMath
    }
    
    /**
     * Returns <i>e</i><sup>x</sup>&nbsp;-1.  Note that for values of
     * <i>x</i> near 0, the exact sum of
     * {@code expm1(x)}&nbsp;+&nbsp;1 is much closer to the true
     * result of <i>e</i><sup>x</sup> than {@code exp(x)}.
     *
     * <p>Special cases:
     * <ul>
     * <li>If the argument is NaN, the result is NaN.
     *
     * <li>If the argument is positive infinity, then the result is
     * positive infinity.
     *
     * <li>If the argument is negative infinity, then the result is
     * -1.0.
     *
     * <li>If the argument is zero, then the result is a zero with the
     * same sign as the argument.
     *
     * </ul>
     *
     * <p>The computed result must be within 1 ulp of the exact result.
     * Results must be semi-monotonic.  The result of
     * {@code expm1} for any finite input must be greater than or
     * equal to {@code -1.0}.  Note that once the exact result of
     * <i>e</i><sup>{@code x}</sup>&nbsp;-&nbsp;1 is within 1/2
     * ulp of the limit value -1, {@code -1.0} should be
     * returned.
     *
     * @param x the exponent to raise <i>e</i> to in the computation of
     *          <i>e</i><sup>{@code x}</sup>&nbsp;-1.
     *
     * @return the value <i>e</i><sup>{@code x}</sup>&nbsp;-&nbsp;1.
     *
     * @since 1.5
     */
    // e的x次方减1
    public static double expm1(double x) {
        return StrictMath.expm1(x);
    }
    
    /**
     * Returns the natural logarithm of the sum of the argument and 1.
     * Note that for small values {@code x}, the result of
     * {@code log1p(x)} is much closer to the true result of ln(1
     * + {@code x}) than the floating-point evaluation of
     * {@code log(1.0+x)}.
     *
     * <p>Special cases:
     *
     * <ul>
     *
     * <li>If the argument is NaN or less than -1, then the result is
     * NaN.
     *
     * <li>If the argument is positive infinity, then the result is
     * positive infinity.
     *
     * <li>If the argument is negative one, then the result is
     * negative infinity.
     *
     * <li>If the argument is zero, then the result is a zero with the
     * same sign as the argument.
     *
     * </ul>
     *
     * <p>The computed result must be within 1 ulp of the exact result.
     * Results must be semi-monotonic.
     *
     * @param x a value
     *
     * @return the value ln({@code x}&nbsp;+&nbsp;1), the natural
     * log of {@code x}&nbsp;+&nbsp;1
     *
     * @since 1.5
     */
    // 以e为底x+1的对数
    public static double log1p(double x) {
        return StrictMath.log1p(x);
    }
    
    
    /**
     * Returns a floating-point power of two in the normal range.
     */
    // 2的n次方
    static double powerOfTwoD(int n) {
        assert (n >= Double.MIN_EXPONENT && n<=Double.MAX_EXPONENT);
        return Double.longBitsToDouble((((long) n + (long) DoubleConsts.EXP_BIAS) << (DoubleConsts.SIGNIFICAND_WIDTH - 1)) & DoubleConsts.EXP_BIT_MASK);
    }
    
    /**
     * Returns a floating-point power of two in the normal range.
     */
    // 2的n次方
    static float powerOfTwoF(int n) {
        assert (n >= Float.MIN_EXPONENT && n<=Float.MAX_EXPONENT);
        return Float.intBitsToFloat(((n + FloatConsts.EXP_BIAS) << (FloatConsts.SIGNIFICAND_WIDTH - 1)) & FloatConsts.EXP_BIT_MASK);
    }
    
    /**
     * Returns {@code d} &times;
     * 2<sup>{@code scaleFactor}</sup> rounded as if performed
     * by a single correctly rounded floating-point multiply to a
     * member of the double value set.  See the Java
     * Language Specification for a discussion of floating-point
     * value sets.  If the exponent of the result is between {@link
     * Double#MIN_EXPONENT} and {@link Double#MAX_EXPONENT}, the
     * answer is calculated exactly.  If the exponent of the result
     * would be larger than {@code Double.MAX_EXPONENT}, an
     * infinity is returned.  Note that if the result is subnormal,
     * precision may be lost; that is, when {@code scalb(x, n)}
     * is subnormal, {@code scalb(scalb(x, n), -n)} may not equal
     * <i>x</i>.  When the result is non-NaN, the result has the same
     * sign as {@code d}.
     *
     * <p>Special cases:
     * <ul>
     * <li> If the first argument is NaN, NaN is returned.
     * <li> If the first argument is infinite, then an infinity of the
     * same sign is returned.
     * <li> If the first argument is zero, then a zero of the same
     * sign is returned.
     * </ul>
     *
     * @param d           number to be scaled by a power of two.
     * @param scaleFactor power of 2 used to scale {@code d}
     *
     * @return {@code d} &times; 2<sup>{@code scaleFactor}</sup>
     *
     * @since 1.6
     */
    // d乘以2的scaleFactor次方
    public static double scalb(double d, int scaleFactor) {
        /*
         * This method does not need to be declared strictfp to
         * compute the same correct result on all platforms.  When
         * scaling up, it does not matter what order the
         * multiply-store operations are done; the result will be
         * finite or overflow regardless of the operation ordering.
         * However, to get the correct result when scaling down, a
         * particular ordering must be used.
         *
         * When scaling down, the multiply-store operations are
         * sequenced so that it is not possible for two consecutive
         * multiply-stores to return subnormal results.  If one
         * multiply-store result is subnormal, the next multiply will
         * round it away to zero.  This is done by first multiplying
         * by 2 ^ (scaleFactor % n) and then multiplying several
         * times by 2^n as needed where n is the exponent of number
         * that is a covenient power of two.  In this way, at most one
         * real rounding error occurs.  If the double value set is
         * being used exclusively, the rounding will occur on a
         * multiply.  If the double-extended-exponent value set is
         * being used, the products will (perhaps) be exact but the
         * stores to d are guaranteed to round to the double value
         * set.
         *
         * It is _not_ a valid implementation to first multiply d by
         * 2^MIN_EXPONENT and then by 2 ^ (scaleFactor %
         * MIN_EXPONENT) since even in a strictfp program double
         * rounding on underflow could occur; e.g. if the scaleFactor
         * argument was (MIN_EXPONENT - n) and the exponent of d was a
         * little less than -(MIN_EXPONENT - n), meaning the final
         * result would be subnormal.
         *
         * Since exact reproducibility of this method can be achieved
         * without any undue performance burden, there is no
         * compelling reason to allow double rounding on underflow in
         * scalb.
         */
        
        // magnitude of a power of two so large that scaling a finite
        // nonzero value by it would be guaranteed to over or
        // underflow; due to rounding, scaling down takes an
        // additional power of two which is reflected here
        final int MAX_SCALE = Double.MAX_EXPONENT + -Double.MIN_EXPONENT + DoubleConsts.SIGNIFICAND_WIDTH + 1;
        int exp_adjust = 0;
        int scale_increment = 0;
        double exp_delta = Double.NaN;
        
        // Make sure scaling factor is in a reasonable range
        
        if(scaleFactor<0) {
            scaleFactor = Math.max(scaleFactor, -MAX_SCALE);
            scale_increment = -512;
            exp_delta = twoToTheDoubleScaleDown;
        } else {
            scaleFactor = Math.min(scaleFactor, MAX_SCALE);
            scale_increment = 512;
            exp_delta = twoToTheDoubleScaleUp;
        }
        
        // Calculate (scaleFactor % +/-512), 512 = 2^9, using
        // technique from "Hacker's Delight" section 10-2.
        int t = (scaleFactor >> 9 - 1) >>> 32 - 9;
        exp_adjust = ((scaleFactor + t) & (512 - 1)) - t;
        
        d *= powerOfTwoD(exp_adjust);
        scaleFactor -= exp_adjust;
        
        while(scaleFactor != 0) {
            d *= exp_delta;
            scaleFactor -= scale_increment;
        }
        return d;
    }
    
    /**
     * Returns {@code f} &times;
     * 2<sup>{@code scaleFactor}</sup> rounded as if performed
     * by a single correctly rounded floating-point multiply to a
     * member of the float value set.  See the Java
     * Language Specification for a discussion of floating-point
     * value sets.  If the exponent of the result is between {@link
     * Float#MIN_EXPONENT} and {@link Float#MAX_EXPONENT}, the
     * answer is calculated exactly.  If the exponent of the result
     * would be larger than {@code Float.MAX_EXPONENT}, an
     * infinity is returned.  Note that if the result is subnormal,
     * precision may be lost; that is, when {@code scalb(x, n)}
     * is subnormal, {@code scalb(scalb(x, n), -n)} may not equal
     * <i>x</i>.  When the result is non-NaN, the result has the same
     * sign as {@code f}.
     *
     * <p>Special cases:
     * <ul>
     * <li> If the first argument is NaN, NaN is returned.
     * <li> If the first argument is infinite, then an infinity of the
     * same sign is returned.
     * <li> If the first argument is zero, then a zero of the same
     * sign is returned.
     * </ul>
     *
     * @param f           number to be scaled by a power of two.
     * @param scaleFactor power of 2 used to scale {@code f}
     *
     * @return {@code f} &times; 2<sup>{@code scaleFactor}</sup>
     *
     * @since 1.6
     */
    // f乘以2的scaleFactor次方
    public static float scalb(float f, int scaleFactor) {
        // magnitude of a power of two so large that scaling a finite
        // nonzero value by it would be guaranteed to over or
        // underflow; due to rounding, scaling down takes an
        // additional power of two which is reflected here
        final int MAX_SCALE = Float.MAX_EXPONENT + -Float.MIN_EXPONENT + FloatConsts.SIGNIFICAND_WIDTH + 1;
        
        // Make sure scaling factor is in a reasonable range
        scaleFactor = Math.max(Math.min(scaleFactor, MAX_SCALE), -MAX_SCALE);
        
        /*
         * Since + MAX_SCALE for float fits well within the double
         * exponent range and + float -> double conversion is exact
         * the multiplication below will be exact. Therefore, the
         * rounding that occurs when the double product is cast to
         * float will be the correctly rounded float result.  Since
         * all operations other than the final multiply will be exact,
         * it is not necessary to declare this method strictfp.
         */
        return (float) ((double) f * powerOfTwoD(scaleFactor));
    }
    
    /*▲ 指数/对数 ████████████████████████████████████████████████████████████████████████████████┛ */
    
    
    
    /*▼ 平面坐标 ████████████████████████████████████████████████████████████████████████████████┓ */
    
    /**
     * Converts an angle measured in degrees to an approximately
     * equivalent angle measured in radians.  The conversion from
     * degrees to radians is generally inexact.
     *
     * @param angdeg an angle, in degrees
     *
     * @return the measurement of the angle {@code angdeg}
     * in radians.
     *
     * @since 1.2
     */
    // 角度 --> 弧度
    public static double toRadians(double angdeg) {
        return angdeg * DEGREES_TO_RADIANS;
    }
    
    /**
     * Converts an angle measured in radians to an approximately
     * equivalent angle measured in degrees.  The conversion from
     * radians to degrees is generally inexact; users should
     * <i>not</i> expect {@code cos(toRadians(90.0))} to exactly
     * equal {@code 0.0}.
     *
     * @param angrad an angle, in radians
     *
     * @return the measurement of the angle {@code angrad}
     * in degrees.
     *
     * @since 1.2
     */
    // 弧度 --> 角度
    public static double toDegrees(double angrad) {
        return angrad * RADIANS_TO_DEGREES;
    }
    
    /**
     * Returns sqrt(<i>x</i><sup>2</sup>&nbsp;+<i>y</i><sup>2</sup>)
     * 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 must be within 1 ulp of the exact
     * result.  If one parameter is held constant, the results must be
     * semi-monotonic in the other parameter.
     *
     * @param x a value
     * @param y a value
     *
     * @return sqrt(< i > x < / i > < sup > 2 < / sup > & nbsp ; + < i > y < / i > < sup > 2 < / sup >)
     * without intermediate overflow or underflow
     *
     * @since 1.5
     */
    // 根号下x与y的平方和，可用于计算直角三角形的斜边长
    public static double hypot(double x, double y) {
        return StrictMath.hypot(x, y);
    }
    
    /**
     * Returns the angle <i>theta</i> from the conversion of rectangular
     * coordinates ({@code x},&nbsp;{@code y}) to polar
     * coordinates (r,&nbsp;<i>theta</i>).
     * This method computes the phase <i>theta</i> by computing an arc tangent
     * of {@code y/x} in the range of -<i>pi</i> to <i>pi</i>. Special
     * cases:
     * <ul><li>If either argument is NaN, then the result is NaN.
     * <li>If the first argument is positive zero and the second argument
     * is positive, or the first argument is positive and finite and the
     * second argument is positive infinity, then the result is positive
     * zero.
     * <li>If the first argument is negative zero and the second argument
     * is positive, or the first argument is negative and finite and the
     * second argument is positive infinity, then the result is negative zero.
     * <li>If the first argument is positive zero and the second argument
     * is negative, or the first argument is positive and finite and the
     * second argument is negative infinity, then the result is the
     * {@code double} value closest to <i>pi</i>.
     * <li>If the first argument is negative zero and the second argument
     * is negative, or the first argument is negative and finite and the
     * second argument is negative infinity, then the result is the
     * {@code double} value closest to -<i>pi</i>.
     * <li>If the first argument is positive and the second argument is
     * positive zero or negative zero, or the first argument is positive
     * infinity and the second argument is finite, then the result is the
     * {@code double} value closest to <i>pi</i>/2.
     * <li>If the first argument is negative and the second argument is
     * positive zero or negative zero, or the first argument is negative
     * infinity and the second argument is finite, then the result is the
     * {@code double} value closest to -<i>pi</i>/2.
     * <li>If both arguments are positive infinity, then the result is the
     * {@code double} value closest to <i>pi</i>/4.
     * <li>If the first argument is positive infinity and the second argument
     * is negative infinity, then the result is the {@code double}
     * value closest to 3*<i>pi</i>/4.
     * <li>If the first argument is negative infinity and the second argument
     * is positive infinity, then the result is the {@code double} value
     * closest to -<i>pi</i>/4.
     * <li>If both arguments are negative infinity, then the result is the
     * {@code double} value closest to -3*<i>pi</i>/4.</ul>
     *
     * <p>The computed result must be within 2 ulps of the exact result.
     * Results must be semi-monotonic.
     *
     * @param y the ordinate coordinate
     * @param x the abscissa coordinate
     *
     * @return the <i>theta</i> component of the point
     * (<i>r</i>,&nbsp;<i>theta</i>)
     * in polar coordinates that corresponds to the point
     * (<i>x</i>,&nbsp;<i>y</i>) in Cartesian coordinates.
     */
    // 计算y/x的反正切值。可用在将矩形坐标(x, y)转换成极坐标(r, θ)时，计算逆时针旋转的角度θ。
    @HotSpotIntrinsicCandidate
    public static double atan2(double y, double x) {
        return StrictMath.atan2(y, x); // default impl. delegates to StrictMath
    }
    
    /*▲ 平面坐标 ████████████████████████████████████████████████████████████████████████████████┛ */
    
    
    
    /*▼ 三角函数 ████████████████████████████████████████████████████████████████████████████████┓ */
    
    /**
     * Returns the trigonometric sine of an angle.  Special cases:
     * <ul><li>If the argument is NaN or an infinity, then the
     * result is NaN.
     * <li>If the argument is zero, then the result is a zero with the
     * same sign as the argument.</ul>
     *
     * <p>The computed result must be within 1 ulp of the exact result.
     * Results must be semi-monotonic.
     *
     * @param a an angle, in radians.
     *
     * @return the sine of the argument.
     */
    // 正弦，参数是弧度
    @HotSpotIntrinsicCandidate
    public static double sin(double a) {
        return StrictMath.sin(a); // default impl. delegates to StrictMath
    }
    
    /**
     * Returns the trigonometric cosine of an angle. Special cases:
     * <ul><li>If the argument is NaN or an infinity, then the
     * result is NaN.</ul>
     *
     * <p>The computed result must be within 1 ulp of the exact result.
     * Results must be semi-monotonic.
     *
     * @param a an angle, in radians.
     *
     * @return the cosine of the argument.
     */
    // 余弦，参数是弧度
    @HotSpotIntrinsicCandidate
    public static double cos(double a) {
        return StrictMath.cos(a); // default impl. delegates to StrictMath
    }
    
    /**
     * Returns the trigonometric tangent of an angle.  Special cases:
     * <ul><li>If the argument is NaN or an infinity, then the result
     * is NaN.
     * <li>If the argument is zero, then the result is a zero with the
     * same sign as the argument.</ul>
     *
     * <p>The computed result must be within 1 ulp of the exact result.
     * Results must be semi-monotonic.
     *
     * @param a an angle, in radians.
     *
     * @return the tangent of the argument.
     */
    // 正切，参数是弧度
    @HotSpotIntrinsicCandidate
    public static double tan(double a) {
        return StrictMath.tan(a); // default impl. delegates to StrictMath
    }
    
    /**
     * Returns the arc sine of a value; the returned angle is in the
     * range -<i>pi</i>/2 through <i>pi</i>/2.  Special cases:
     * <ul><li>If the argument is NaN or its absolute value is greater
     * than 1, then the result is NaN.
     * <li>If the argument is zero, then the result is a zero with the
     * same sign as the argument.</ul>
     *
     * <p>The computed result must be within 1 ulp of the exact result.
     * Results must be semi-monotonic.
     *
     * @param a the value whose arc sine is to be returned.
     *
     * @return the arc sine of the argument.
     */
    // 反正弦，返回值是弧度
    public static double asin(double a) {
        return StrictMath.asin(a); // default impl. delegates to StrictMath
    }
    
    /**
     * Returns the arc cosine of a value; the returned angle is in the
     * range 0.0 through <i>pi</i>.  Special case:
     * <ul><li>If the argument is NaN or its absolute value is greater
     * than 1, then the result is NaN.</ul>
     *
     * <p>The computed result must be within 1 ulp of the exact result.
     * Results must be semi-monotonic.
     *
     * @param a the value whose arc cosine is to be returned.
     *
     * @return the arc cosine of the argument.
     */
    // 反余弦，返回值是弧度
    public static double acos(double a) {
        return StrictMath.acos(a); // default impl. delegates to StrictMath
    }
    
    /**
     * Returns the arc tangent of a value; the returned angle is in the
     * range -<i>pi</i>/2 through <i>pi</i>/2.  Special cases:
     * <ul><li>If the argument is NaN, then the result is NaN.
     * <li>If the argument is zero, then the result is a zero with the
     * same sign as the argument.</ul>
     *
     * <p>The computed result must be within 1 ulp of the exact result.
     * Results must be semi-monotonic.
     *
     * @param a the value whose arc tangent is to be returned.
     *
     * @return the arc tangent of the argument.
     */
    // 反正切，返回值是弧度
    public static double atan(double a) {
        return StrictMath.atan(a); // default impl. delegates to StrictMath
    }
    
    
    /*▲ 三角函数 ████████████████████████████████████████████████████████████████████████████████┛ */
    
    
    
    /*▼ 双曲函数 ████████████████████████████████████████████████████████████████████████████████┓ */
    
    /**
     * Returns the hyperbolic sine of a {@code double} value.
     * The hyperbolic sine of <i>x</i> is defined to be
     * (<i>e<sup>x</sup>&nbsp;-&nbsp;e<sup>-x</sup></i>)/2
     * where <i>e</i> is {@linkplain Math#E Euler's number}.
     *
     * <p>Special cases:
     * <ul>
     *
     * <li>If the argument is NaN, then the result is NaN.
     *
     * <li>If the argument is infinite, then the result is an infinity
     * with the same sign as the argument.
     *
     * <li>If the argument is zero, then the result is a zero with the
     * same sign as the argument.
     *
     * </ul>
     *
     * <p>The computed result must be within 2.5 ulps of the exact result.
     *
     * @param x The number whose hyperbolic sine is to be returned.
     *
     * @return The hyperbolic sine of {@code x}.
     *
     * @since 1.5
     */
    // 双曲正弦函数
    public static double sinh(double x) {
        return StrictMath.sinh(x);
    }
    
    /**
     * Returns the hyperbolic cosine of a {@code double} value.
     * The hyperbolic cosine of <i>x</i> is defined to be
     * (<i>e<sup>x</sup>&nbsp;+&nbsp;e<sup>-x</sup></i>)/2
     * where <i>e</i> is {@linkplain Math#E Euler's number}.
     *
     * <p>Special cases:
     * <ul>
     *
     * <li>If the argument is NaN, then the result is NaN.
     *
     * <li>If the argument is infinite, then the result is positive
     * infinity.
     *
     * <li>If the argument is zero, then the result is {@code 1.0}.
     *
     * </ul>
     *
     * <p>The computed result must be within 2.5 ulps of the exact result.
     *
     * @param x The number whose hyperbolic cosine is to be returned.
     *
     * @return The hyperbolic cosine of {@code x}.
     *
     * @since 1.5
     */
    // 双曲余弦函数
    public static double cosh(double x) {
        return StrictMath.cosh(x);
    }
    
    /**
     * Returns the hyperbolic tangent of a {@code double} value.
     * The hyperbolic tangent of <i>x</i> is defined to be
     * (<i>e<sup>x</sup>&nbsp;-&nbsp;e<sup>-x</sup></i>)/(<i>e<sup>x</sup>&nbsp;+&nbsp;e<sup>-x</sup></i>),
     * in other words, {@linkplain Math#sinh
     * sinh(<i>x</i>)}/{@linkplain Math#cosh cosh(<i>x</i>)}.  Note
     * that the absolute value of the exact tanh is always less than
     * 1.
     *
     * <p>Special cases:
     * <ul>
     *
     * <li>If the argument is NaN, then the result is NaN.
     *
     * <li>If the argument is zero, then the result is a zero with the
     * same sign as the argument.
     *
     * <li>If the argument is positive infinity, then the result is
     * {@code +1.0}.
     *
     * <li>If the argument is negative infinity, then the result is
     * {@code -1.0}.
     *
     * </ul>
     *
     * <p>The computed result must be within 2.5 ulps of the exact result.
     * The result of {@code tanh} for any finite input must have
     * an absolute value less than or equal to 1.  Note that once the
     * exact result of tanh is within 1/2 of an ulp of the limit value
     * of &plusmn;1, correctly signed &plusmn;{@code 1.0} should
     * be returned.
     *
     * @param x The number whose hyperbolic tangent is to be returned.
     *
     * @return The hyperbolic tangent of {@code x}.
     *
     * @since 1.5
     */
    // 双曲正切函数
    public static double tanh(double x) {
        return StrictMath.tanh(x);
    }
    
    /*▲ 双曲函数 ████████████████████████████████████████████████████████████████████████████████┛ */
    
    
    
    /*▼ 舍入操作 ████████████████████████████████████████████████████████████████████████████████┓ */
    
    /**
     * Returns the smallest (closest to negative infinity)
     * {@code double} value that is greater than or equal to the
     * argument and is equal to a mathematical integer. Special cases:
     * <ul><li>If the argument value is already equal to a
     * mathematical integer, then the result is the same as the
     * argument.  <li>If the argument is NaN or an infinity or
     * positive zero or negative zero, then the result is the same as
     * the argument.  <li>If the argument value is less than zero but
     * greater than -1.0, then the result is negative zero.</ul> Note
     * that the value of {@code Math.ceil(x)} is exactly the
     * value of {@code -Math.floor(-x)}.
     *
     * @param a a value.
     *
     * @return the smallest (closest to negative infinity)
     * floating-point value that is greater than or equal to
     * the argument and is equal to a mathematical integer.
     */
    // 向上取整，大于a的最小整数
    public static double ceil(double a) {
        return StrictMath.ceil(a); // default impl. delegates to StrictMath
    }
    
    /**
     * Returns the largest (closest to positive infinity)
     * {@code double} value that is less than or equal to the
     * argument and is equal to a mathematical integer. Special cases:
     * <ul><li>If the argument value is already equal to a
     * mathematical integer, then the result is the same as the
     * argument.  <li>If the argument is NaN or an infinity or
     * positive zero or negative zero, then the result is the same as
     * the argument.</ul>
     *
     * @param a a value.
     *
     * @return the largest (closest to positive infinity)
     * floating-point value that less than or equal to the argument
     * and is equal to a mathematical integer.
     */
    // 向下取整，小于a的最大整数
    public static double floor(double a) {
        return StrictMath.floor(a); // default impl. delegates to StrictMath
    }
    
    /**
     * Returns the closest {@code int} to the argument, with ties
     * rounding to positive infinity.
     *
     * <p>
     * Special cases:
     * <ul><li>If the argument is NaN, the result is 0.
     * <li>If the argument is negative infinity or any value less than or
     * equal to the value of {@code Integer.MIN_VALUE}, the result is
     * equal to the value of {@code Integer.MIN_VALUE}.
     * <li>If the argument is positive infinity or any value greater than or
     * equal to the value of {@code Integer.MAX_VALUE}, the result is
     * equal to the value of {@code Integer.MAX_VALUE}.</ul>
     *
     * @param a a floating-point value to be rounded to an integer.
     *
     * @return the value of the argument rounded to the nearest
     * {@code int} value.
     *
     * @see java.lang.Integer#MAX_VALUE
     * @see java.lang.Integer#MIN_VALUE
     */
    /*
     * 返回离a最近的整数，如果a位于两个整数正中间，向右舍入
     *
     * 举例：
     * round(1.4)==1，round(1.5)==2
     * round(-1.5)==-1，round(-1.6)==-2
     */
    public static int round(float a) {
        int intBits = Float.floatToRawIntBits(a);
        int biasedExp = (intBits & FloatConsts.EXP_BIT_MASK) >> (FloatConsts.SIGNIFICAND_WIDTH - 1);
        int shift = (FloatConsts.SIGNIFICAND_WIDTH - 2 + FloatConsts.EXP_BIAS) - biasedExp;
        if((shift & -32) == 0) { // shift >= 0 && shift < 32
            // a is a finite number such that pow(2,-32) <= ulp(a) < 1
            int r = ((intBits & FloatConsts.SIGNIF_BIT_MASK) | (FloatConsts.SIGNIF_BIT_MASK + 1));
            if(intBits<0) {
                r = -r;
            }
            // In the comments below each Java expression evaluates to the value
            // the corresponding mathematical expression:
            // (r) evaluates to a / ulp(a)
            // (r >> shift) evaluates to floor(a * 2)
            // ((r >> shift) + 1) evaluates to floor((a + 1/2) * 2)
            // (((r >> shift) + 1) >> 1) evaluates to floor(a + 1/2)
            return ((r >> shift) + 1) >> 1;
        } else {
            // a is either
            // - a finite number with abs(a) < exp(2,FloatConsts.SIGNIFICAND_WIDTH-32) < 1/2
            // - a finite number with ulp(a) >= 1 and hence a is a mathematical integer
            // - an infinity or NaN
            return (int) a;
        }
    }
    
    /**
     * Returns the closest {@code long} to the argument, with ties
     * rounding to positive infinity.
     *
     * <p>Special cases:
     * <ul><li>If the argument is NaN, the result is 0.
     * <li>If the argument is negative infinity or any value less than or
     * equal to the value of {@code Long.MIN_VALUE}, the result is
     * equal to the value of {@code Long.MIN_VALUE}.
     * <li>If the argument is positive infinity or any value greater than or
     * equal to the value of {@code Long.MAX_VALUE}, the result is
     * equal to the value of {@code Long.MAX_VALUE}.</ul>
     *
     * @param a a floating-point value to be rounded to a
     *          {@code long}.
     *
     * @return the value of the argument rounded to the nearest
     * {@code long} value.
     *
     * @see java.lang.Long#MAX_VALUE
     * @see java.lang.Long#MIN_VALUE
     */
    // 返回离a最近的整数，如果a位于两个整数正中间，向右舍入
    public static long round(double a) {
        long longBits = Double.doubleToRawLongBits(a);
        long biasedExp = (longBits & DoubleConsts.EXP_BIT_MASK) >> (DoubleConsts.SIGNIFICAND_WIDTH - 1);
        long shift = (DoubleConsts.SIGNIFICAND_WIDTH - 2 + DoubleConsts.EXP_BIAS) - biasedExp;
        if((shift & -64) == 0) { // shift >= 0 && shift < 64
            // a is a finite number such that pow(2,-64) <= ulp(a) < 1
            long r = ((longBits & DoubleConsts.SIGNIF_BIT_MASK) | (DoubleConsts.SIGNIF_BIT_MASK + 1));
            if(longBits<0) {
                r = -r;
            }
            // In the comments below each Java expression evaluates to the value
            // the corresponding mathematical expression:
            // (r) evaluates to a / ulp(a)
            // (r >> shift) evaluates to floor(a * 2)
            // ((r >> shift) + 1) evaluates to floor((a + 1/2) * 2)
            // (((r >> shift) + 1) >> 1) evaluates to floor(a + 1/2)
            return ((r >> shift) + 1) >> 1;
        } else {
            // a is either
            // - a finite number with abs(a) < exp(2,DoubleConsts.SIGNIFICAND_WIDTH-64) < 1/2
            // - a finite number with ulp(a) >= 1 and hence a is a mathematical integer
            // - an infinity or NaN
            return (long) a;
        }
    }
    
    /**
     * Returns the {@code double} value that is closest in value
     * to the argument and is equal to a mathematical integer. If two
     * {@code double} values that are mathematical integers are
     * equally close, the result is the integer value that is
     * even. Special cases:
     * <ul><li>If the argument value is already equal to a mathematical
     * integer, then the result is the same as the argument.
     * <li>If the argument is NaN or an infinity or positive zero or negative
     * zero, then the result is the same as the argument.</ul>
     *
     * @param a a {@code double} value.
     *
     * @return the closest floating-point value to {@code a} that is
     * equal to a mathematical integer.
     */
    /*
     * 返回离a最近的整数，如果a位于两个整数正中间，向偶数舍入
     *
     * 举例：
     * rint(2.4) = 2.0，rint(2.6) = 3.0
     * rint(2.5) = 2.0，rint(3.5) = 4.0
     * rint(-2.4) = -2.0，rint(-2.6) = -3.0
     * rint(-2.5) = -2.0，rint(-3.5) = -4.0
     */
    public static double rint(double a) {
        return StrictMath.rint(a); // default impl. delegates to StrictMath
    }
    
    /*▲ 舍入操作 ████████████████████████████████████████████████████████████████████████████████┛ */
    
    
    
    /*▼ 绝对值 ████████████████████████████████████████████████████████████████████████████████┓ */
    
    /**
     * Returns the absolute value of an {@code int} value.
     * If the argument is not negative, the argument is returned.
     * If the argument is negative, the negation of the argument is returned.
     *
     * <p>Note that if the argument is equal to the value of
     * {@link Integer#MIN_VALUE}, the most negative representable
     * {@code int} value, the result is that same value, which is
     * negative.
     *
     * @param a the argument whose absolute value is to be determined
     *
     * @return the absolute value of the argument.
     */
    // 绝对值
    public static int abs(int a) {
        return (a<0) ? -a : a;
    }
    
    /**
     * Returns the absolute value of a {@code long} value.
     * If the argument is not negative, the argument is returned.
     * If the argument is negative, the negation of the argument is returned.
     *
     * <p>Note that if the argument is equal to the value of
     * {@link Long#MIN_VALUE}, the most negative representable
     * {@code long} value, the result is that same value, which
     * is negative.
     *
     * @param a the argument whose absolute value is to be determined
     *
     * @return the absolute value of the argument.
     */
    // 绝对值
    public static long abs(long a) {
        return (a<0) ? -a : a;
    }
    
    /**
     * Returns the absolute value of a {@code float} value.
     * If the argument is not negative, the argument is returned.
     * If the argument is negative, the negation of the argument is returned.
     * Special cases:
     * <ul><li>If the argument is positive zero or negative zero, the
     * result is positive zero.
     * <li>If the argument is infinite, the result is positive infinity.
     * <li>If the argument is NaN, the result is NaN.</ul>
     *
     * @param a the argument whose absolute value is to be determined
     *
     * @return the absolute value of the argument.
     *
     * @apiNote As implied by the above, one valid implementation of
     * this method is given by the expression below which computes a
     * {@code float} with the same exponent and significand as the
     * argument but with a guaranteed zero sign bit indicating a
     * positive value:<br>
     * {@code Float.intBitsToFloat(0x7fffffff & Float.floatToRawIntBits(a))}
     */
    // 绝对值
    public static float abs(float a) {
        return (a<=0.0F) ? 0.0F - a : a;
    }
    
    /**
     * Returns the absolute value of a {@code double} value.
     * If the argument is not negative, the argument is returned.
     * If the argument is negative, the negation of the argument is returned.
     * Special cases:
     * <ul><li>If the argument is positive zero or negative zero, the result
     * is positive zero.
     * <li>If the argument is infinite, the result is positive infinity.
     * <li>If the argument is NaN, the result is NaN.</ul>
     *
     * @param a the argument whose absolute value is to be determined
     *
     * @return the absolute value of the argument.
     *
     * @apiNote As implied by the above, one valid implementation of
     * this method is given by the expression below which computes a
     * {@code double} with the same exponent and significand as the
     * argument but with a guaranteed zero sign bit indicating a
     * positive value:<br>
     * {@code Double.longBitsToDouble((Double.doubleToRawLongBits(a)<<1)>>>1)}
     */
    // 绝对值
    @HotSpotIntrinsicCandidate
    public static double abs(double a) {
        return (a<=0.0D) ? 0.0D - a : a;
    }
    
    /*▲ 绝对值 ████████████████████████████████████████████████████████████████████████████████┛ */
    
    
    
    /*▼ 最大值/最小值 ████████████████████████████████████████████████████████████████████████████████┓ */
    
    /**
     * Returns the greater of two {@code int} values. That is, the
     * result is the argument closer to the value of
     * {@link Integer#MAX_VALUE}. If the arguments have the same value,
     * the result is that same value.
     *
     * @param a an argument.
     * @param b another argument.
     *
     * @return the larger of {@code a} and {@code b}.
     */
    // 最大值
    @HotSpotIntrinsicCandidate
    public static int max(int a, int b) {
        return (a >= b) ? a : b;
    }
    
    /**
     * Returns the greater of two {@code long} values. That is, the
     * result is the argument closer to the value of
     * {@link Long#MAX_VALUE}. If the arguments have the same value,
     * the result is that same value.
     *
     * @param a an argument.
     * @param b another argument.
     *
     * @return the larger of {@code a} and {@code b}.
     */
    // 最大值
    public static long max(long a, long b) {
        return (a >= b) ? a : b;
    }
    
    /**
     * Returns the greater of two {@code float} values.  That is,
     * the result is the argument closer to positive infinity. If the
     * arguments have the same value, the result is that same
     * value. If either value is NaN, then the result is NaN.  Unlike
     * the numerical comparison operators, this method considers
     * negative zero to be strictly smaller than positive zero. If one
     * argument is positive zero and the other negative zero, the
     * result is positive zero.
     *
     * @param a an argument.
     * @param b another argument.
     *
     * @return the larger of {@code a} and {@code b}.
     */
    // 最大值
    public static float max(float a, float b) {
        if(a != a)
            return a;   // a is NaN
        if((a == 0.0f) && (b == 0.0f) && (Float.floatToRawIntBits(a) == negativeZeroFloatBits)) {
            // Raw conversion ok since NaN can't map to -0.0.
            return b;
        }
        return (a >= b) ? a : b;
    }
    
    /**
     * Returns the greater of two {@code double} values.  That
     * is, the result is the argument closer to positive infinity. If
     * the arguments have the same value, the result is that same
     * value. If either value is NaN, then the result is NaN.  Unlike
     * the numerical comparison operators, this method considers
     * negative zero to be strictly smaller than positive zero. If one
     * argument is positive zero and the other negative zero, the
     * result is positive zero.
     *
     * @param a an argument.
     * @param b another argument.
     *
     * @return the larger of {@code a} and {@code b}.
     */
    // 最大值
    public static double max(double a, double b) {
        if(a != a)
            return a;   // a is NaN
        if((a == 0.0d) && (b == 0.0d) && (Double.doubleToRawLongBits(a) == negativeZeroDoubleBits)) {
            // Raw conversion ok since NaN can't map to -0.0.
            return b;
        }
        return (a >= b) ? a : b;
    }
    
    /**
     * Returns the smaller of two {@code int} values. That is,
     * the result the argument closer to the value of
     * {@link Integer#MIN_VALUE}.  If the arguments have the same
     * value, the result is that same value.
     *
     * @param a an argument.
     * @param b another argument.
     *
     * @return the smaller of {@code a} and {@code b}.
     */
    // 最小值
    @HotSpotIntrinsicCandidate
    public static int min(int a, int b) {
        return (a<=b) ? a : b;
    }
    
    /**
     * Returns the smaller of two {@code long} values. That is,
     * the result is the argument closer to the value of
     * {@link Long#MIN_VALUE}. If the arguments have the same
     * value, the result is that same value.
     *
     * @param a an argument.
     * @param b another argument.
     *
     * @return the smaller of {@code a} and {@code b}.
     */
    // 最小值
    public static long min(long a, long b) {
        return (a<=b) ? a : b;
    }
    
    /**
     * Returns the smaller of two {@code float} values.  That is,
     * the result is the value closer to negative infinity. If the
     * arguments have the same value, the result is that same
     * value. If either value is NaN, then the result is NaN.  Unlike
     * the numerical comparison operators, this method considers
     * negative zero to be strictly smaller than positive zero.  If
     * one argument is positive zero and the other is negative zero,
     * the result is negative zero.
     *
     * @param a an argument.
     * @param b another argument.
     *
     * @return the smaller of {@code a} and {@code b}.
     */
    // 最小值
    public static float min(float a, float b) {
        if(a != a)
            return a;   // a is NaN
        if((a == 0.0f) && (b == 0.0f) && (Float.floatToRawIntBits(b) == negativeZeroFloatBits)) {
            // Raw conversion ok since NaN can't map to -0.0.
            return b;
        }
        return (a<=b) ? a : b;
    }
    
    /**
     * Returns the smaller of two {@code double} values.  That
     * is, the result is the value closer to negative infinity. If the
     * arguments have the same value, the result is that same
     * value. If either value is NaN, then the result is NaN.  Unlike
     * the numerical comparison operators, this method considers
     * negative zero to be strictly smaller than positive zero. If one
     * argument is positive zero and the other is negative zero, the
     * result is negative zero.
     *
     * @param a an argument.
     * @param b another argument.
     *
     * @return the smaller of {@code a} and {@code b}.
     */
    // 最小值
    public static double min(double a, double b) {
        if(a != a)
            return a;   // a is NaN
        if((a == 0.0d) && (b == 0.0d) && (Double.doubleToRawLongBits(b) == negativeZeroDoubleBits)) {
            // Raw conversion ok since NaN can't map to -0.0.
            return b;
        }
        return (a<=b) ? a : b;
    }
    
    /*▲ 最大值/最小值 ████████████████████████████████████████████████████████████████████████████████┛ */
    
    
    
    /*▼ 符号函数 ████████████████████████████████████████████████████████████████████████████████┓ */
    
    /**
     * Returns the signum function of the argument; zero if the argument
     * is zero, 1.0 if the argument is greater than zero, -1.0 if the
     * argument is less than zero.
     *
     * <p>Special Cases:
     * <ul>
     * <li> If the argument is NaN, then the result is NaN.
     * <li> If the argument is positive zero or negative zero, then the
     * result is the same as the argument.
     * </ul>
     *
     * @param d the floating-point value whose signum is to be returned
     *
     * @return the signum function of the argument
     *
     * @author Joseph D. Darcy
     * @since 1.5
     */
    // d>0返回1，d<0返回-1，d==0返回0
    public static double signum(double d) {
        return (d == 0.0 || Double.isNaN(d)) ? d : copySign(1.0, d);
    }
    
    /**
     * Returns the signum function of the argument; zero if the argument
     * is zero, 1.0f if the argument is greater than zero, -1.0f if the
     * argument is less than zero.
     *
     * <p>Special Cases:
     * <ul>
     * <li> If the argument is NaN, then the result is NaN.
     * <li> If the argument is positive zero or negative zero, then the
     * result is the same as the argument.
     * </ul>
     *
     * @param f the floating-point value whose signum is to be returned
     *
     * @return the signum function of the argument
     *
     * @author Joseph D. Darcy
     * @since 1.5
     */
    // f>0返回1，f<0返回-1，f==0返回0
    public static float signum(float f) {
        return (f == 0.0f || Float.isNaN(f)) ? f : copySign(1.0f, f);
    }
    
    /**
     * Returns the first floating-point argument with the sign of the
     * second floating-point argument.  Note that unlike the {@link
     * StrictMath#copySign(double, double) StrictMath.copySign}
     * method, this method does not require NaN {@code sign}
     * arguments to be treated as positive values; implementations are
     * permitted to treat some NaN arguments as positive and other NaN
     * arguments as negative to allow greater performance.
     *
     * @param magnitude the parameter providing the magnitude of the result
     * @param sign      the parameter providing the sign of the result
     *
     * @return a value with the magnitude of {@code magnitude}
     * and the sign of {@code sign}.
     *
     * @since 1.6
     */
    // sign>=0返回magnitude，sign<0返回-magnitude
    public static double copySign(double magnitude, double sign) {
        return Double.longBitsToDouble(
            (Double.doubleToRawLongBits(sign) & (DoubleConsts.SIGN_BIT_MASK))
                | (Double.doubleToRawLongBits(magnitude) & (DoubleConsts.EXP_BIT_MASK | DoubleConsts.SIGNIF_BIT_MASK))
        );
    }
    
    /**
     * Returns the first floating-point argument with the sign of the
     * second floating-point argument.  Note that unlike the {@link
     * StrictMath#copySign(float, float) StrictMath.copySign}
     * method, this method does not require NaN {@code sign}
     * arguments to be treated as positive values; implementations are
     * permitted to treat some NaN arguments as positive and other NaN
     * arguments as negative to allow greater performance.
     *
     * @param magnitude the parameter providing the magnitude of the result
     * @param sign      the parameter providing the sign of the result
     *
     * @return a value with the magnitude of {@code magnitude}
     * and the sign of {@code sign}.
     *
     * @since 1.6
     */
    // sign>=0返回magnitude，sign<0返回-magnitude
    public static float copySign(float magnitude, float sign) {
        return Float.intBitsToFloat(
            (Float.floatToRawIntBits(sign) & (FloatConsts.SIGN_BIT_MASK))
                | (Float.floatToRawIntBits(magnitude) & (FloatConsts.EXP_BIT_MASK | FloatConsts.SIGNIF_BIT_MASK))
        );
    }
    
    /*▲ 符号函数 ████████████████████████████████████████████████████████████████████████████████┛ */
    
    
    
    /*▼ 浮点数操作 ████████████████████████████████████████████████████████████████████████████████┓ */
    
    /**
     * Returns the unbiased exponent used in the representation of a
     * {@code float}.  Special cases:
     *
     * <ul>
     * <li>If the argument is NaN or infinite, then the result is
     * {@link Float#MAX_EXPONENT} + 1.
     * <li>If the argument is zero or subnormal, then the result is
     * {@link Float#MIN_EXPONENT} -1.
     * </ul>
     *
     * @param f a {@code float} value
     *
     * @return the unbiased exponent of the argument
     *
     * @since 1.6
     */
    // 返回e-127，其中e是浮点数指数位的无符号值
    public static int getExponent(float f) {
        /*
         * Bitwise convert f to integer, mask out exponent bits, shift
         * to the right and then subtract out float's bias adjust to
         * get true exponent value
         */
        return ((Float.floatToRawIntBits(f) & FloatConsts.EXP_BIT_MASK) >> (FloatConsts.SIGNIFICAND_WIDTH - 1)) - FloatConsts.EXP_BIAS;
    }
    
    /**
     * Returns the unbiased exponent used in the representation of a
     * {@code double}.  Special cases:
     *
     * <ul>
     * <li>If the argument is NaN or infinite, then the result is
     * {@link Double#MAX_EXPONENT} + 1.
     * <li>If the argument is zero or subnormal, then the result is
     * {@link Double#MIN_EXPONENT} -1.
     * </ul>
     *
     * @param d a {@code double} value
     *
     * @return the unbiased exponent of the argument
     *
     * @since 1.6
     */
    // 返回e-1023，其中e是浮点数指数位的无符号值
    public static int getExponent(double d) {
        /*
         * Bitwise convert d to long, mask out exponent bits, shift
         * to the right and then subtract out double's bias adjust to
         * get true exponent value.
         */
        return (int) (((Double.doubleToRawLongBits(d) & DoubleConsts.EXP_BIT_MASK) >> (DoubleConsts.SIGNIFICAND_WIDTH - 1)) - DoubleConsts.EXP_BIAS);
    }
    
    /**
     * Returns the size of an ulp of the argument.  An ulp, unit in
     * the last place, of a {@code float} value is the positive
     * distance between this floating-point value and the {@code
     * float} value next larger in magnitude.  Note that for non-NaN
     * <i>x</i>, <code>ulp(-<i>x</i>) == ulp(<i>x</i>)</code>.
     *
     * <p>Special Cases:
     * <ul>
     * <li> If the argument is NaN, then the result is NaN.
     * <li> If the argument is positive or negative infinity, then the
     * result is positive infinity.
     * <li> If the argument is positive or negative zero, then the result is
     * {@code Float.MIN_VALUE}.
     * <li> If the argument is &plusmn;{@code Float.MAX_VALUE}, then
     * the result is equal to 2<sup>104</sup>.
     * </ul>
     *
     * @param f the floating-point value whose ulp is to be returned
     *
     * @return the size of an ulp of the argument
     *
     * @author Joseph D. Darcy
     * @since 1.5
     */
    // 返回1/n，n代表区间[f-1, f)之间的浮点数个数
    public static float ulp(float f) {
        int exp = getExponent(f);
        
        switch(exp) {
            case Float.MAX_EXPONENT + 1:        // NaN or infinity
                return Math.abs(f);
            
            case Float.MIN_EXPONENT - 1:        // zero or subnormal
                return Float.MIN_VALUE;
            
            default:
                assert exp<=Float.MAX_EXPONENT && exp >= Float.MIN_EXPONENT;
                
                // ulp(x) is usually 2^(SIGNIFICAND_WIDTH-1)*(2^ilogb(x))
                exp = exp - (FloatConsts.SIGNIFICAND_WIDTH - 1);
                if(exp >= Float.MIN_EXPONENT) {
                    return powerOfTwoF(exp);
                } else {
                    // return a subnormal result;
                    // left shift integer representation of FloatConsts.MIN_VALUE appropriate number of positions
                    return Float.intBitsToFloat(1 << (exp - (Float.MIN_EXPONENT - (FloatConsts.SIGNIFICAND_WIDTH - 1))));
                }
        }
    }
    
    /**
     * Returns the size of an ulp of the argument.  An ulp, unit in
     * the last place, of a {@code double} value is the positive
     * distance between this floating-point value and the {@code
     * double} value next larger in magnitude.  Note that for non-NaN
     * <i>x</i>, <code>ulp(-<i>x</i>) == ulp(<i>x</i>)</code>.
     *
     * <p>Special Cases:
     * <ul>
     * <li> If the argument is NaN, then the result is NaN.
     * <li> If the argument is positive or negative infinity, then the
     * result is positive infinity.
     * <li> If the argument is positive or negative zero, then the result is
     * {@code Double.MIN_VALUE}.
     * <li> If the argument is &plusmn;{@code Double.MAX_VALUE}, then
     * the result is equal to 2<sup>971</sup>.
     * </ul>
     *
     * @param d the floating-point value whose ulp is to be returned
     *
     * @return the size of an ulp of the argument
     *
     * @author Joseph D. Darcy
     * @since 1.5
     */
    // 返回1/n，n代表区间[d-1, d)之间的浮点数个数
    public static double ulp(double d) {
        int exp = getExponent(d);
        
        switch(exp) {
            case Double.MAX_EXPONENT + 1:       // NaN or infinity
                return Math.abs(d);
            
            case Double.MIN_EXPONENT - 1:       // zero or subnormal
                return Double.MIN_VALUE;
            
            default:
                assert exp<=Double.MAX_EXPONENT && exp >= Double.MIN_EXPONENT;
                
                // ulp(x) is usually 2^(SIGNIFICAND_WIDTH-1)*(2^ilogb(x))
                exp = exp - (DoubleConsts.SIGNIFICAND_WIDTH - 1);
                if(exp >= Double.MIN_EXPONENT) {
                    return powerOfTwoD(exp);
                } else {
                    // return a subnormal result;
                    // left shift integer representation of Double.MIN_VALUE appropriate number of positions
                    return Double.longBitsToDouble(1L << (exp - (Double.MIN_EXPONENT - (DoubleConsts.SIGNIFICAND_WIDTH - 1))));
                }
        }
    }
    
    /**
     * Returns the floating-point value adjacent to {@code f} in
     * the direction of positive infinity.  This method is
     * semantically equivalent to {@code nextAfter(f,
     * Float.POSITIVE_INFINITY)}; however, a {@code nextUp}
     * implementation may run faster than its equivalent
     * {@code nextAfter} call.
     *
     * <p>Special Cases:
     * <ul>
     * <li> If the argument is NaN, the result is NaN.
     *
     * <li> If the argument is positive infinity, the result is
     * positive infinity.
     *
     * <li> If the argument is zero, the result is
     * {@link Float#MIN_VALUE}
     *
     * </ul>
     *
     * @param f starting floating-point value
     *
     * @return The adjacent floating-point value closer to positive
     * infinity.
     *
     * @since 1.6
     */
    // 返回比当前浮点数大的最小浮点数（浮点数是非均匀且不连续的）
    public static float nextUp(float f) {
        // Use a single conditional and handle the likely cases first.
        if(f<Float.POSITIVE_INFINITY) {
            // Add +0.0 to get rid of a -0.0 (+0.0 + -0.0 => +0.0).
            final int transducer = Float.floatToRawIntBits(f + 0.0F);
            return Float.intBitsToFloat(transducer + ((transducer >= 0) ? 1 : -1));
        } else { // f is NaN or +Infinity
            return f;
        }
    }
    
    /**
     * Returns the floating-point value adjacent to {@code d} in
     * the direction of positive infinity.  This method is
     * semantically equivalent to {@code nextAfter(d,
     * Double.POSITIVE_INFINITY)}; however, a {@code nextUp}
     * implementation may run faster than its equivalent
     * {@code nextAfter} call.
     *
     * <p>Special Cases:
     * <ul>
     * <li> If the argument is NaN, the result is NaN.
     *
     * <li> If the argument is positive infinity, the result is
     * positive infinity.
     *
     * <li> If the argument is zero, the result is
     * {@link Double#MIN_VALUE}
     *
     * </ul>
     *
     * @param d starting floating-point value
     *
     * @return The adjacent floating-point value closer to positive
     * infinity.
     *
     * @since 1.6
     */
    // 返回比当前浮点数大的最小浮点数（浮点数是非均匀且不连续的）
    public static double nextUp(double d) {
        // Use a single conditional and handle the likely cases first.
        if(d<Double.POSITIVE_INFINITY) {
            // Add +0.0 to get rid of a -0.0 (+0.0 + -0.0 => +0.0).
            final long transducer = Double.doubleToRawLongBits(d + 0.0D);
            return Double.longBitsToDouble(transducer + ((transducer >= 0L) ? 1L : -1L));
        } else { // d is NaN or +Infinity
            return d;
        }
    }
    
    /**
     * Returns the floating-point value adjacent to {@code f} in
     * the direction of negative infinity.  This method is
     * semantically equivalent to {@code nextAfter(f,
     * Float.NEGATIVE_INFINITY)}; however, a
     * {@code nextDown} implementation may run faster than its
     * equivalent {@code nextAfter} call.
     *
     * <p>Special Cases:
     * <ul>
     * <li> If the argument is NaN, the result is NaN.
     *
     * <li> If the argument is negative infinity, the result is
     * negative infinity.
     *
     * <li> If the argument is zero, the result is
     * {@code -Float.MIN_VALUE}
     *
     * </ul>
     *
     * @param f starting floating-point value
     *
     * @return The adjacent floating-point value closer to negative
     * infinity.
     *
     * @since 1.8
     */
    // 返回比当前浮点数小的最大浮点数（浮点数是非均匀且不连续的）
    public static float nextDown(float f) {
        if(Float.isNaN(f) || f == Float.NEGATIVE_INFINITY)
            return f;
        else {
            if(f == 0.0f)
                return -Float.MIN_VALUE;
            else
                return Float.intBitsToFloat(Float.floatToRawIntBits(f) + ((f>0.0f) ? -1 : +1));
        }
    }
    
    /**
     * Returns the floating-point value adjacent to {@code d} in
     * the direction of negative infinity.  This method is
     * semantically equivalent to {@code nextAfter(d,
     * Double.NEGATIVE_INFINITY)}; however, a
     * {@code nextDown} implementation may run faster than its
     * equivalent {@code nextAfter} call.
     *
     * <p>Special Cases:
     * <ul>
     * <li> If the argument is NaN, the result is NaN.
     *
     * <li> If the argument is negative infinity, the result is
     * negative infinity.
     *
     * <li> If the argument is zero, the result is
     * {@code -Double.MIN_VALUE}
     *
     * </ul>
     *
     * @param d starting floating-point value
     *
     * @return The adjacent floating-point value closer to negative
     * infinity.
     *
     * @since 1.8
     */
    // 返回比当前浮点数小的最大浮点数（浮点数是非均匀且不连续的）
    public static double nextDown(double d) {
        if(Double.isNaN(d) || d == Double.NEGATIVE_INFINITY)
            return d;
        else {
            if(d == 0.0)
                return -Double.MIN_VALUE;
            else
                return Double.longBitsToDouble(Double.doubleToRawLongBits(d) + ((d>0.0d) ? -1L : +1L));
        }
    }
    
    /**
     * Returns the floating-point number adjacent to the first
     * argument in the direction of the second argument.  If both
     * arguments compare as equal a value equivalent to the second argument
     * is returned.
     *
     * <p>
     * Special cases:
     * <ul>
     * <li> If either argument is a NaN, then NaN is returned.
     *
     * <li> If both arguments are signed zeros, a value equivalent
     * to {@code direction} is returned.
     *
     * <li> If {@code start} is
     * &plusmn;{@link Float#MIN_VALUE} and {@code direction}
     * has a value such that the result should have a smaller
     * magnitude, then a zero with the same sign as {@code start}
     * is returned.
     *
     * <li> If {@code start} is infinite and
     * {@code direction} has a value such that the result should
     * have a smaller magnitude, {@link Float#MAX_VALUE} with the
     * same sign as {@code start} is returned.
     *
     * <li> If {@code start} is equal to &plusmn;
     * {@link Float#MAX_VALUE} and {@code direction} has a
     * value such that the result should have a larger magnitude, an
     * infinity with same sign as {@code start} is returned.
     * </ul>
     *
     * @param start     starting floating-point value
     * @param direction value indicating which of
     *                  {@code start}'s neighbors or {@code start} should
     *                  be returned
     *
     * @return The floating-point number adjacent to {@code start} in the
     * direction of {@code direction}.
     *
     * @since 1.6
     */
    /*
     * 如果start==direction，返回direction
     * 如果start<direction，返回比start大的最小浮点数（浮点数是非均匀且不连续的）
     * 如果start>direction，返回比start小的最大浮点数（浮点数是非均匀且不连续的）
     */
    public static float nextAfter(float start, double direction) {
        /*
         * The cases:
         *
         * nextAfter(+infinity, 0)  == MAX_VALUE
         * nextAfter(+infinity, +infinity)  == +infinity
         * nextAfter(-infinity, 0)  == -MAX_VALUE
         * nextAfter(-infinity, -infinity)  == -infinity
         *
         * are naturally handled without any additional testing
         */
        
        /*
         * IEEE 754 floating-point numbers are lexicographically
         * ordered if treated as signed-magnitude integers.
         * Since Java's integers are two's complement,
         * incrementing the two's complement representation of a
         * logically negative floating-point value *decrements*
         * the signed-magnitude representation. Therefore, when
         * the integer representation of a floating-point value
         * is negative, the adjustment to the representation is in
         * the opposite direction from what would initially be expected.
         */
        
        // Branch to descending case first as it is more costly than ascending
        // case due to start != 0.0f conditional.
        if(start>direction) { // descending
            if(start != 0.0f) {
                final int transducer = Float.floatToRawIntBits(start);
                return Float.intBitsToFloat(transducer + ((transducer>0) ? -1 : 1));
            } else { // start == 0.0f && direction < 0.0f
                return -Float.MIN_VALUE;
            }
        } else if(start<direction) { // ascending
            // Add +0.0 to get rid of a -0.0 (+0.0 + -0.0 => +0.0)
            // then bitwise convert start to integer.
            final int transducer = Float.floatToRawIntBits(start + 0.0f);
            return Float.intBitsToFloat(transducer + ((transducer >= 0) ? 1 : -1));
        } else if(start == direction) {
            return (float) direction;
        } else { // isNaN(start) || isNaN(direction)
            return start + (float) direction;
        }
    }
    
    /**
     * Returns the floating-point number adjacent to the first
     * argument in the direction of the second argument.  If both
     * arguments compare as equal the second argument is returned.
     *
     * <p>
     * Special cases:
     * <ul>
     * <li> If either argument is a NaN, then NaN is returned.
     *
     * <li> If both arguments are signed zeros, {@code direction}
     * is returned unchanged (as implied by the requirement of
     * returning the second argument if the arguments compare as
     * equal).
     *
     * <li> If {@code start} is
     * &plusmn;{@link Double#MIN_VALUE} and {@code direction}
     * has a value such that the result should have a smaller
     * magnitude, then a zero with the same sign as {@code start}
     * is returned.
     *
     * <li> If {@code start} is infinite and
     * {@code direction} has a value such that the result should
     * have a smaller magnitude, {@link Double#MAX_VALUE} with the
     * same sign as {@code start} is returned.
     *
     * <li> If {@code start} is equal to &plusmn;
     * {@link Double#MAX_VALUE} and {@code direction} has a
     * value such that the result should have a larger magnitude, an
     * infinity with same sign as {@code start} is returned.
     * </ul>
     *
     * @param start     starting floating-point value
     * @param direction value indicating which of
     *                  {@code start}'s neighbors or {@code start} should
     *                  be returned
     *
     * @return The floating-point number adjacent to {@code start} in the
     * direction of {@code direction}.
     *
     * @since 1.6
     */
    /*
     * 如果start==direction，返回direction
     * 如果start<direction，返回比start大的最小浮点数（浮点数是非均匀且不连续的）
     * 如果start>direction，返回比start小的最大浮点数（浮点数是非均匀且不连续的）
     */
    public static double nextAfter(double start, double direction) {
        /*
         * The cases:
         *
         * nextAfter(+infinity, 0)  == MAX_VALUE
         * nextAfter(+infinity, +infinity)  == +infinity
         * nextAfter(-infinity, 0)  == -MAX_VALUE
         * nextAfter(-infinity, -infinity)  == -infinity
         *
         * are naturally handled without any additional testing
         */
        
        /*
         * IEEE 754 floating-point numbers are lexicographically
         * ordered if treated as signed-magnitude integers.
         * Since Java's integers are two's complement,
         * incrementing the two's complement representation of a
         * logically negative floating-point value *decrements*
         * the signed-magnitude representation. Therefore, when
         * the integer representation of a floating-point value
         * is negative, the adjustment to the representation is in
         * the opposite direction from what would initially be expected.
         */
        
        // Branch to descending case first as it is more costly than ascending
        // case due to start != 0.0d conditional.
        if(start>direction) { // descending
            if(start != 0.0d) {
                final long transducer = Double.doubleToRawLongBits(start);
                return Double.longBitsToDouble(transducer + ((transducer>0L) ? -1L : 1L));
            } else { // start == 0.0d && direction < 0.0d
                return -Double.MIN_VALUE;
            }
        } else if(start<direction) { // ascending
            // Add +0.0 to get rid of a -0.0 (+0.0 + -0.0 => +0.0)
            // then bitwise convert start to integer.
            final long transducer = Double.doubleToRawLongBits(start + 0.0d);
            return Double.longBitsToDouble(transducer + ((transducer >= 0L) ? 1L : -1L));
        } else if(start == direction) {
            return direction;
        } else { // isNaN(start) || isNaN(direction)
            return start + direction;
        }
    }
    
    /*▲ 浮点数操作 ████████████████████████████████████████████████████████████████████████████████┛ */
    
    
    
    /*▼ 杂项 ████████████████████████████████████████████████████████████████████████████████┓ */
    
    /**
     * Returns a {@code double} value with a positive sign, greater
     * than or equal to {@code 0.0} and less than {@code 1.0}.
     * Returned values are chosen pseudorandomly with (approximately)
     * uniform distribution from that range.
     *
     * <p>When this method is first called, it creates a single new
     * pseudorandom-number generator, exactly as if by the expression
     *
     * <blockquote>{@code new java.util.Random()}</blockquote>
     *
     * This new pseudorandom-number generator is used thereafter for
     * all calls to this method and is used nowhere else.
     *
     * <p>This method is properly synchronized to allow correct use by
     * more than one thread. However, if many threads need to generate
     * pseudorandom numbers at a great rate, it may reduce contention
     * for each thread to have its own pseudorandom-number generator.
     *
     * @return a pseudorandom {@code double} greater than or equal
     * to {@code 0.0} and less than {@code 1.0}.
     *
     * @apiNote As the largest {@code double} value less than {@code 1.0}
     * is {@code Math.nextDown(1.0)}, a value {@code x} in the closed range
     * {@code [x1,x2]} where {@code x1<=x2} may be defined by the statements
     *
     * <blockquote><pre>{@code
     * double f = Math.random()/Math.nextDown(1.0);
     * double x = x1*(1.0 - f) + x2*f;
     * }</pre></blockquote>
     * @see #nextDown(double)
     * @see Random#nextDouble()
     */
    // 随机均匀地生成一个double值，值的范围是[0, 1)，正数
    public static double random() {
        return RandomNumberGeneratorHolder.randomNumberGenerator.nextDouble();
    }
    
    /**
     * Returns the value of the {@code long} argument;
     * throwing an exception if the value overflows an {@code int}.
     *
     * @param value the long value
     *
     * @return the argument as an int
     *
     * @throws ArithmeticException if the {@code argument} overflows an int
     * @since 1.8
     */
    // 将long转为int，要保证不溢出
    public static int toIntExact(long value) {
        if((int) value != value) {
            throw new ArithmeticException("integer overflow");
        }
        return (int) value;
    }
    
    /*▲ 杂项 ████████████████████████████████████████████████████████████████████████████████┛ */
    
    
    
    // 持有一个Random属性
    private static final class RandomNumberGeneratorHolder {
        static final Random randomNumberGenerator = new Random();
    }
    
}