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why-does-math-round0-49999999999999994-return-1问题翻译
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# 为什么数学函数Math.round(0.49999999999999994) 返回 1
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tags:stackoverflow-java-top-qa
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---
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###问题
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通过下面的程序你可以看出来,对于任意一个比0.5略小的都是舍去小数向下取整,只有0.5是例外.
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```java
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for (int i = 10; i >= 0; i--) {
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long l = Double.doubleToLongBits(i + 0.5);
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double x;
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do {
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x = Double.longBitsToDouble(l);
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System.out.println(x + " rounded is " + Math.round(x));
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l--;
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} while (Math.round(x) > i);
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}
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```
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输出为:
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```
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10.5 rounded is 11
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10.499999999999998 rounded is 10
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9.5 rounded is 10
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9.499999999999998 rounded is 9
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8.5 rounded is 9
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8.499999999999998 rounded is 8
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7.5 rounded is 8
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7.499999999999999 rounded is 7
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6.5 rounded is 7
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6.499999999999999 rounded is 6
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5.5 rounded is 6
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5.499999999999999 rounded is 5
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4.5 rounded is 5
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4.499999999999999 rounded is 4
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3.5 rounded is 4
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3.4999999999999996 rounded is 3
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2.5 rounded is 3
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2.4999999999999996 rounded is 2
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1.5 rounded is 2
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1.4999999999999998 rounded is 1
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0.5 rounded is 1
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0.49999999999999994 rounded is 1
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0.4999999999999999 rounded is 0
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```
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*_译者注:请看输出的最后两行,0.49999999999999994的输出为1,而0.49999999999999999的输出为0*
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我使用的版本是 Java 6 update 31
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### 回答
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**总结**
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在 Java 6(或者之前的版本),round(x)是用floor(x+0.5)实现的.¹ 这是一个规范上的bug,恰恰是在这种病理条件下.²Java 7 不再使用这个有问题的实现了.
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**问题**
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0.5+0.49999999999999994 在double的精度下的结果是1
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```java
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static void print(double d) {
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System.out.printf("%016x\n", Double.doubleToLongBits(d));
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}
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public static void main(String args[]) {
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double a = 0.5;
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double b = 0.49999999999999994;
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print(a); // 3fe0000000000000
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print(b); // 3fdfffffffffffff
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print(a+b); // 3ff0000000000000
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print(1.0); // 3ff0000000000000
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}
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```
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这是因为0.49999999999999994的指数比0.5的指数小,所以当它们两个相加时,0.49999999999999994的原数就会发生移位,然后最小精度单位(unit of least precision)/最后置单位(unit of last place)相应的变大了.
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**解决方案**
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自从Java 7以来,OpenJDK(举个栗子)实现如下⁴:
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```java
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public static long round(double a) {
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if (a != 0x1.fffffffffffffp-2) // greatest double value less than 0.5
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return (long)floor(a + 0.5d);
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else
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return 0;
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}
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```
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1. [http://docs.oracle.com/javase/6/docs/api/java/lang/Math.html#round%28double%29](http://docs.oracle.com/javase/6/docs/api/java/lang/Math.html#round%28double%29)
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2. [http://bugs.java.com/bugdatabase/view_bug.do?bug_id=6430675](http://bugs.java.com/bugdatabase/view_bug.do?bug_id=6430675) (credits to @SimonNickerson for finding this)
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3. [http://docs.oracle.com/javase/7/docs/api/java/lang/Math.html#round%28double%29](http://docs.oracle.com/javase/7/docs/api/java/lang/Math.html#round%28double%29)
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4. [http://grepcode.com/file/repository.grepcode.com/java/root/jdk/openjdk/7u40-b43/java/lang/Math.java#Math.round%28double%29](http://grepcode.com/file/repository.grepcode.com/java/root/jdk/openjdk/7u40-b43/java/lang/Math.java#Math.round%28double%29)
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### stackoverflow原文链接:[http://stackoverflow.com/questions/9902968/why-does-math-round0-49999999999999994-return-1](http://stackoverflow.com/questions/9902968/why-does-math-round0-49999999999999994-return-1)

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