中国剩余定理Chinese remainder theorem(CRT)

中国剩余定理

孙子定理Chinese remainder theorem(CRT)

参考 : 百度百科-中国剩余定理

有物不知其数,三三数之剩二,五五数之剩三,七七数之剩二。问物几何?

x=2mod3
x=3mod5
x=2mod7
// 求解得: x = 23 

模算术和数论有相关算法可以解决这个问题,参考资料:《密码学原理与实践第三版》5.2章节 更多数论知识

1. Euclidean欧几里得算法

Euclidean算法的基本形式,可以给出两个正整数a、b的最大公因子Greatest Common Divisor(GCD)
在这里插入图片描述
举例计算 :g c d ( 99 , 63 ) gcd(99,63)gcd(9963)
99 = 1 ⋅ 63 + 36 99 = 1 · 63 + 3699=163+36
63 = 1 ⋅ 36 + 27 63 = 1 · 36 + 2763=136+27
36 = 1 ⋅ 27 + 9 36 = 1 · 27 + 936=127+9
27 = 3 ⋅ 9 + 0 27 = 3 · 9 + 027=39+0
g c d ( 99 , 63 ) = ( 63 , 36 ) = ( 36 , 27 ) = ( 27 , 9 ) = 9 gcd(99, 63) = (63, 36) = (36, 27) = (27, 9) = 9gcd(99,63)=(63,36)=(36,27)=(27,9)=9

2. 扩展欧几里得算法,求模乘逆:b − 1 ( m o d a ) b^{-1}\pmod ab1(moda)

  1. 是否存在整数s,t,使得s a + t b = ( a , b ) sa+tb=(a,b)sa+tb=(a,b)
    如果存在, 且( a , b ) = 1 (a,b)=1(a,b)=1,则有 s a + t b = 1 sa+tb=1sa+tb=1
    两边模a之后,得到t b ≡ 1 ( m o d a ) tb\equiv 1\pmod atb1(moda),即
    t = b − 1 ( m o d a ) t=b^{-1}\pmod at=b1(moda)

  2. 书上例5.1计算2 8 − 1 ( m o d 75 ) 28^{-1}\pmod{75}281(mod75),如何计算s、t?
    定义 t j = { 0 , if  j = 0 ; 1 , if  j = 1 ; t j − 2 − q i − 1 t j − 1 , if  j ≥ 2 ; t_j = \begin{cases} 0, &\text{if } j=0; \\ 1, &\text{if } j=1; \\ t_{j-2}-q_{i-1}t_{j-1}, &\text{if } j\ge 2; \end{cases}tj=0,1,tj2qi1tj1,if j=0;if j=1;if j2;

    定义 s j = { 1 , if  j = 0 ; 0 , if  j = 1 ; s j − 2 − q i − 1 s j − 1 , if  j ≥ 2 ; s_j = \begin{cases} 1, &\text{if } j=0; \\ 0, &\text{if } j=1; \\ s_{j-2}-q_{i-1}s_{j-1}, &\text{if } j\ge 2; \end{cases}sj=1,0,sj2qi1sj1,if j=0;if j=1;if j2;
    在这里插入图片描述

  3. 书上模乘逆算法
    在这里插入图片描述

  4. Js版本模乘逆算法

题目:利用求逆算法,计算104729 8 − 1 ( m o d 15484863 ) = 6926637 1047298^{-1}\pmod{15484863} = 692663710472981(mod15484863)=6926637

function MultiplicativeInverse(a, b) {
    let a0 = a
    let b0 = b
    let t0 = 0
    let t = 1
    let q = Math.floor(a0 / b0)
    let r = a0 - q * b0
    let j = 0
    // console.log("j", "rj", "qj", "tj")
    // console.log(j, a0, "-", t0)
    let qtemp = q

    while (r > 0) {
        const temp = (t0 - q * t) % a
        t0 = t
        t = temp
        a0 = b0
        b0 = r
        q = Math.floor(a0 / b0)
        r = a0 - q * b0
        j++
        console.log(j, a0, qtemp, t0)
        qtemp = q
    }

    if (b0 !== 1) {
        return false
    } else {
        console.log(j + 1, b0, a0, t)
        return t
    }
}

  1. 测试结果
console.log(MultiplicativeInverse(75, 28))
j rj qj tj
0 75 - 0
1 28 2 1
2 19 1 -2
3 9 2 3
4 1 9 -8
-8
console.log(MultiplicativeInverse(15485863, 104729))
j rj qj tj
0 15485863 - 0
1 104729 147 1
2 90700 1 -147
3 14029 6 148
4 6526 2 -1035
5 977 6 2218
6 664 1 -14343
7 313 2 16561
8 38 8 -47465
9 9 4 396281
10 2 4 -1632589
11 1 2 6926637
6926637

3. 求解同余方程组

中国剩余定理,是求解以下的一元线性同余方程组的过程:

x ≡ a 1 ( m o d m 1 ) x\equiv a_1\pmod {m_1}xa1(modm1)
x ≡ a 2 ( m o d m 2 ) x\equiv a_2\pmod {m_2}xa2(modm2)
⋮ \vdots
x ≡ a 1 ( m o d m 1 ) x\equiv a_1\pmod {m_1}xa1(modm1)

中国剩余定理断言这个方程组有模M = m 1 × m 2 × . . . × m r M=m_1\times m_2\times ...\times m_rM=m1×m2×...×mr的唯一解, 其解为:
x = ∑ i = 1 r a i M i y i ( m o d M ) x=\displaystyle\sum_{i=1}^ra_iM_iy_i \pmod Mx=i=1raiMiyi(modM)
其中M i = M / m i , y i = m i − 1 ( m o d m i ) , 1 ≤ i ≤ r M_i = M/m_i, y_i=m_i^{-1}\pmod{m_i}, 1\le i\le rMi=M/miyi=mi1(modmi),1ir

在这里插入图片描述
现在求解:有物不知其数,三三数之剩二,五五数之剩三,七七数之剩二。问物几何?

  1. M = 3 ∗ 5 ∗ 7 = 105 , M 1 = 5 ∗ 7 = 35 , M 2 = 3 ∗ 7 = 21 , M 3 = 3 ∗ 5 = 15 M=3*5*7=105,M_1=5*7=35,M_2=3*7=21,M_3=3*5=15M=357=105,M1=57=35,M2=37=21,M3=35=15
  2. y 1 = M 1 逆 模 m 1 = 35 逆 模 3 = 2 , y 2 = 21 逆 模 5 = 1 , y 3 = 15 逆 模 7 = 1 y_1=M_1逆模m_1=35逆模3=2,y_2=21逆模5=1,y_3=15逆模7=1y1=M1m1=353=2,y2=215=1,y3=157=1
  3. x = ( a 1 M 1 y 1 + a 2 M 2 y 2 + a 3 M 3 y 3 ) m o d M = ( 2 ∗ 35 ∗ 2 + 3 ∗ 21 ∗ 1 + 2 ∗ 15 ∗ 1 ) ( m o d 105 ) = 23 x=( a_1M_1y_1+a_2M_2y_2+a_3M_3y_3 )modM = (2*35*2+3*21*1+2*15*1) \pmod{105} = 23x=(a1M1y1+a2M2y2+a3M3y3)modM=(2352+3211+2151)(mod105)=23

JS算法:

// 输入:[[2,3],[3,5],[2,7]]
function CRT(array) {
    let x = 0,
        M = 1
    for (let i = 0; i < array.length; i++) {
        const element = array[i]; // [2,3]
        M = M * element[1]
    }
    for (let i = 0; i < array.length; i++) {
        const element = array[i]; // [2,3]
        let Mi = M / element[1]
        let yi = MultiplicativeInverse(element[1], Mi)
        if (yi < 0) {
            yi = element[1] + yi
        }
        console.log(element[0], Mi, yi)
        x = x + element[0] * Mi * yi
    }
    console.log(x + "mod" + M + "=" + x % M)
    return x % M
}

书上习题5.6:求解同余方程组
{ x ≡ 12 ( m o d 25 ) , x ≡ 9 ( m o d 26 ) , x ≡ 23 ( m o d 27 ) , \begin{cases} x\equiv12\pmod{25}, \\ x\equiv 9\pmod{26}, \\ x\equiv 23\pmod{27}, \\ \end{cases}x12(mod25),x9(mod26),x23(mod27),

答案:14387。 测试结果:

console.log(CRT([
    [2, 3],
    [3, 5],
    [2, 7]
]))
result: 
2 35 2
3 21 1
2 15 1
233mod105=23
23

console.log(CRT([
    [12, 25],
    [9, 26],
    [23, 27]
]))
result:
12 702 13
9 675 25
23 650 14
470687mod17550=14387
14387

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