JS的0.1+0.2问题的探究
为什么“0.1+0.2=0.30000000000000004”?
首先声明这不是bug,原因在与十进制到二进制的转换导致的精度问题!其次这几乎出现在很多的编程语言中:C/C++,Java,Javascript中,准确的说:“使用了IEEE 754浮点数格式”来存储浮点类型(float 32,double 64)的任何编程语言都有这个问题!
简要介绍下IEEE 754浮点格式:它用科学记数法以底数为2的小数来表示浮点数。IEEE浮点数(共32位)用1位表示数字符号,用8为表示指数,用23为来表示尾数(即小数部分)。此处指数用移码存储,尾数则是原码(没有符号位)。之所以用移码是因为移码的负数的符号位为0,这可以保证浮点数0的所有位都是0。双精度浮点数(64位),使用1位符号位、11位指数位、52位尾数位来表示。
因为科学记数法有很多种方式来表示给定的数字,所以要规范化浮点数,以便用底数为2并且小数点左边为1的小数来表示(注意是二进制的,所以只要不为0则一定有一位为1),按照需要调节指数就可以得到所需的数字。例如:十进制的1.25 => 二进制的1.01 => 则存储时指数为0、尾数为1.01、符号位为0.
1 十进制0.1("0.0001100110011001100110011001100110011001100110011001101")
2 => 二进制0.00011001100110011...(循环0011)
3 => 尾数为1.1001100110011001100...1100(共52位,除了小数点左边的1),指数为-4(二进制移码为00000000010),符号位为0
4 => 存储为:0 00000000100 10011001100110011...11001
5 => 因为尾数最多52位,所以实际存储的值为0.00011001100110011001100110011001100110011001100110011001
6 十进制0.2("0.001100110011001100110011001100110011001100110011001101")
7 => 二进制0.0011001100110011...(循环0011)
8 => 尾数为1.1001100110011001100...1100(共52位,除了小数点左边的1),指数为-3(二进制移码为00000000011),符号位为0
9 => 存储为:0 00000000011 10011001100110011...11001 因为尾数最多52位,所以实际存储的值为0.001100110011001100110011001100110011001100110011001100两者相加: 0.00011001100110011001100110011001100110011001100110011001 + 0.00110011001100110011001100110011001100110011001100110011 = 0.01001100110011001100110011001100110011001100110011001100 转换成10进制之后得到:0.30000000000000004!
2 => 二进制0.00011001100110011...(循环0011)
3 => 尾数为1.1001100110011001100...1100(共52位,除了小数点左边的1),指数为-4(二进制移码为00000000010),符号位为0
4 => 存储为:0 00000000100 10011001100110011...11001
5 => 因为尾数最多52位,所以实际存储的值为0.00011001100110011001100110011001100110011001100110011001
6 十进制0.2("0.001100110011001100110011001100110011001100110011001101")
7 => 二进制0.0011001100110011...(循环0011)
8 => 尾数为1.1001100110011001100...1100(共52位,除了小数点左边的1),指数为-3(二进制移码为00000000011),符号位为0
9 => 存储为:0 00000000011 10011001100110011...11001 因为尾数最多52位,所以实际存储的值为0.001100110011001100110011001100110011001100110011001100两者相加: 0.00011001100110011001100110011001100110011001100110011001 + 0.00110011001100110011001100110011001100110011001100110011 = 0.01001100110011001100110011001100110011001100110011001100 转换成10进制之后得到:0.30000000000000004!
0/0,无穷/无穷,给负数做开方运算、算术运算符预不是数字或无法转换数字的操作数一起使用,返回NaN
Math.sqrt(-1);// NaN
0 / 0; // NaN
1 / 0; // Infinity
- 1 / 0; // -Infinity
0 / 0 + 1; // NaN+1=NaN
1 / 0 + 1; // Infinity
0 / 0 > 1; // NaN>1 = false
0 / 0 == 1; // NaN==1 =flase
0 / 0 < 1; // NaN<1 = false
0 / 0 == 0 / 0; //NaN == NaN =false
0 == -0.01; //flase
0 / 0; // NaN
1 / 0; // Infinity
- 1 / 0; // -Infinity
0 / 0 + 1; // NaN+1=NaN
1 / 0 + 1; // Infinity
0 / 0 > 1; // NaN>1 = false
0 / 0 == 1; // NaN==1 =flase
0 / 0 < 1; // NaN<1 = false
0 / 0 == 0 / 0; //NaN == NaN =false
0 == -0.01; //flase
更复杂的http://mathjs.org/ math.js

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