• 莫比乌斯反演


    莫比乌斯反演:

    1. $F(n)=sum_{d|n}f(d) Rightarrow f(n)=sum_{d|n}mu(d)F(frac{n}{d})$

    2. $F(n)=sum_{n|d}f(d) Rightarrow f(n)=sum_{n|d}mu(frac{d}{n})F(d)$

    1. [POI2007]Zap

    题目链接:bzoj - 1101

    题意:对于给定的整数a,b和d,有多少正整数对x,y,满足x$leq$a,y$leq$b,并且gcd(x,y)=d

    思路:设$F(n)$表示gcd(x,y)为n的倍数(包括n本身)的数量,$f(n)$表示gcd(x,y)为n的数量

    显然有$F(n)=sum_{n|d}f(d)$

    所以由莫比乌斯反演得$f(n)=sum_{n|d}mu(frac{d}{n})F(d)$,而$F(d)=left lfloor frac{a}{d} ight floor  left lfloor frac{b}{d} ight floor$(根据$F(n)$的定义理解)

    代入$f(n)=sum_{n|d}mu(frac{d}{n}) left lfloor frac{a}{d} ight floor left lfloor frac{b}{d} ight floor$

    令$k=frac{d}{n}$可得$f(n)=sum_{k=1}^{min(left lfloor frac{a}{n} ight floor , left lfloor frac{b}{n} ight floor)}mu(k) left lfloor frac{a}{kn} ight floor  left lfloor frac{b}{kn} ight floor$

    预处理出$mu(k)$的前缀和,然后整除分块计算即可

    #include <iostream>
    #include <algorithm>
    #include <cstring>
    #include <cstdio>
    
    using namespace std;
    
    const int N = 500010;
    
    typedef long long ll;
    
    int isp[N], p[N], mu[N], sum[N];
    int tot, T, a, b, d;
    
    void init(int n)
    {
        mu[1] = 1;
        for (int i = 2; i <= n; i++) {
            if (!isp[i]) {
                p[++tot] = i;
                mu[i] = -1;
            }
            for (int j = 1; j <= tot && p[j] <= n / i; j++) {
                isp[i * p[j]] = 1;
                if (0 == i % p[j]) {
                    mu[i * p[j]] = 0;
                    break;   
                }
                else mu[i * p[j]] = -mu[i];
            }
        }
        for (int i = 1; i <= n; i++) sum[i] = sum[i - 1] + mu[i];
    }
    
    int main()
    {
        init(N - 5);
        scanf("%d", &T);
        while (T--) {
            scanf("%d%d%d", &a, &b, &d);
            ll res = 0;
            for (int l = 1, r = 1; l <= min(a / d, b / d); l = r + 1) {
                r = min(a / (a / l), b / (b / l));
                res += 1ll * (sum[r] - sum[l - 1]) * (a / (l * d)) * (b / (l * d));
            }
            printf("%lld
    ", res);
        }
        return 0;
    }
    bzoj - 1101

    2. YY的GCD

    题目链接:bzoj - 2820

    题意:对于给定的整数n,m,有多少正整数对x,y,满足x$leq$n,y$leq$m,并且gcd(x,y)为质数

    思路:设$F(n)$表示gcd(x,y)为n的倍数(包括n本身)的数量,$f(n)$表示gcd(x,y)为n的数量

    显然有$F(n)=sum_{n|d}f(d)$

    所以由莫比乌斯反演得$f(n)=sum_{n|d}mu(frac{d}{n})F(d)$,而$F(d)=left lfloor frac{a}{d} ight floor  left lfloor frac{b}{d} ight floor$(根据$F(n)$的定义理解)

    代入$f(n)=sum_{n|d}mu(frac{d}{n}) left lfloor frac{a}{d} ight floor left lfloor frac{b}{d} ight floor$

    所以$res=sum_{pin prime}f(p)=sum_{pin prime}sum_{p|d}mu(frac{d}{p}) left lfloor frac{a}{d} ight floor left lfloor frac{b}{d} ight floor$

    因为对于质数p的每个倍数d求$mu(frac{d}{p}) left lfloor frac{a}{d} ight floor left lfloor frac{b}{d} ight floor$所得到的值和对于d的每个质因子p求$mu(frac{d}{p}) left lfloor frac{a}{d} ight floor left lfloor frac{b}{d} ight floor$所得到的值是一样的

    所以$res=sum_{d=1}^{min(n,m)} sum_{pin{prime} p|d} mu(frac{d}{p}) left lfloor frac{a}{d} ight floor left lfloor frac{b}{d} ight floor$

    用整数分块化简后得$sum_{d=1}^{min(n,m)}(left lfloor frac{a}{d} ight floor left lfloor frac{b}{d} ight floor sum_{pin{prime} p|d} mu(frac{d}{p}))$

    令$c(d)=sum_{pin{prime} p|d} mu(frac{d}{p})$

    预处理出$c(d)$的前缀和$sum(d)$,利用整数分块计算即可

    #include <iostream>
    #include <algorithm>
    #include <cstring>
    #include <cstdio>
    
    using namespace std;
    
    typedef long long ll;
    
    const int N = 10000010;
    
    int isp[N], p[N], mu[N];
    int T, tot, n, m;
    ll sum[N];
    
    void init(int n)
    {
        mu[1] = 1;
        for (int i = 2; i <= n; i++) {
            if (!isp[i]) {
                p[++tot] = i;
                mu[i] = -1;
            }
            for (int j = 1; j <= tot && p[j] <= n / i; j++) {
                isp[i * p[j]] = 1;
                if (0 == i % p[j]) {
                    mu[i * p[j]] = 0;
                    break;
                }
                else mu[i * p[j]] = -mu[i];
            }
        }
        for (int i = 1; i <= tot; i++)
            for (int j = 1; p[i] * j <= n; j++)
                sum[p[i] * j] += mu[j];
        for (int i = 1; i <= n; i++) sum[i] += sum[i - 1];
    }
    
    int main()
    {
        init(N - 5);
        scanf("%d", &T);
        while (T--) {
            scanf("%d%d", &n, &m);
            ll res = 0;
            for (int l = 1, r = 0; l <= min(n, m); l = r + 1) {
                r = min(n / (n / l), m / (m / l));
                res = res + 1ll * (sum[r] - sum[l - 1]) * (n / l) * (m / l);
            }
            printf("%lld
    ", res);
        }
        return 0;
    }
    bzoj - 2820

    3. [HAOI2011]Problem b

    题目链接:bzoj - 2301

    题意:对于给定的整数a,b,c,d和k,有多少正整数对x,y,满足a$leq$x$leq$b,c$leq$y$leq$d,并且gcd(x,y)=k

    思路:利用第1题的结果和容斥原理即可得到答案,$res=solve(b,d)-solve(a-1,d)-solve(b,c-1)+solve(a-1,c-1)$

    #include <iostream>
    #include <algorithm>
    #include <cstring>
    #include <cstdio>
    
    using namespace std;
    
    const int N = 50010;
    
    int isp[N], p[N], mu[N], sum[N];
    int tot, T, a, b, c, d, k;
    
    inline int read()
    {
        int s = 0, f = 1;
        char ch = getchar();
        while (ch < '0' || ch > '9') {
            if ('-' == ch) f = -1;
            ch = getchar();
        }
        while (ch >= '0' && ch <= '9') {
            s = s * 10 + ch - '0';
            ch = getchar();
        }
        return s * f;
    }
    
    inline void write(int x)
    {
        if (x < 0) {
            putchar('-');
            x = -x;
        }
        if (x > 9) write(x / 10);
        putchar(x % 10 + '0');
    }
    
    void init(int n)
    {
        mu[1] = 1;
        for (int i = 2; i <= n; i++) {
            if (!isp[i]) {
                p[++tot] = i;
                mu[i] = -1;
            }
            for (int j = 1; j <= tot && p[j] <= n / i; j++) {
                isp[i * p[j]] = 1;
                if (0 == i % p[j]) {
                    mu[i * p[j]] = 0;
                    break;   
                }
                else mu[i * p[j]] = -mu[i];
            }
        }
        for (int i = 1; i <= n; i++) sum[i] = sum[i - 1] + mu[i];
    }
    
    int solve(int a, int b, int n)
    {
        int res = 0, ta = a / n, tb = b / n;
        for (int l = 1, r = 1; l <= min(ta, tb); l = r + 1) {
            r = min(a / (a / l), b / (b / l));
            res += (sum[r] - sum[l - 1]) * (a / (n * l)) * (b / (n * l));
        }
        return res;
    }
    
    int main()
    {
        init(N - 5);
        T = read();
        while (T--) {
            a = read(), b = read(), c = read(), d = read(), k = read();
            int res = solve(b, d, k) - solve(a - 1, d, k) - solve(b, c - 1, k) + solve(a - 1, c - 1, k);
            write(res);
            puts("");
        }
        return 0;
    }
    bzoj - 2301

    4. [Sdoi2014]数表

    题目链接:bzoj - 3529

    题意:有一张n*m的数表,其第i行第j列的数值为能同时整除i和j的所有自然数之和,给定a,计算表中不大于a的数之和

    思路:假设n<m,先不考虑不大于a的这个约束条件,那么$res=sum_{i=1}^{n}sum_{j=1}^{m}sigma (gcd(i,j))$,其中$sigma $表示约数之和

    令$d=gcd(i,j)$,枚举d可得$res=sum_{d=1}^{n}sum_{i=1}^{n}sum_{j=1}^{m}sigma(d)[gcd(i,j)=d]$

    将$sigma(d)$提前得$res=sum_{d=1}^{n}[sigma(d)sum_{i=1}^{n}sum_{j=1}^{m}[gcd(i,j)=d]]$

    后半部分$sum_{i=1}^{n}sum_{j=1}^{m}[gcd(i,j)=d]$相当于求有多少对i,j满足i$leq n$,$jleq m$且$gcd(i,j)=d$

    后半部分用莫比乌斯化简一下得$res=sum_{d=1}^{n}[sigma(d)sum_{k=1}^{left lfloor frac{n}{d} ight floor} mu(k) left lfloor frac{n}{kd} ight floor left lfloor frac{m}{kd} ight floor]$

    令$T=kd$得$res=sum_{d=1}^{n}[sigma(d)sum_{T=1 d|T}^{n} mu(frac{T}{d}) left lfloor frac{n}{T} ight floor left lfloor frac{m}{T} ight floor]$

    交换一下顺序得$res=sum_{T=1}^{n}[left lfloor frac{n}{T} ight floor left lfloor frac{m}{T} ight floor sum_{d=1 d|T}^{n}sigma(d) mu(frac{T}{d})]$

    现在考虑限制条件,只有当$sigma(d)leq a$时,$sigma(d) mu(frac{T}{d})$才对答案有贡献,所以我们先预处理出$sigma(d)$,对询问按a排序,对$sigma(d)$排序,当a变大时,某些$sigma(d) mu(frac{T}{d})$开始对答案产生贡献,此时枚举d得倍数T,然后用树状数组维护$sigma(d) mu(frac{T}{d})$的前缀和就可以计算出$sum_{d=1 d|T}^{n}sigma(d) mu(frac{T}{d})$,这个d对别的询问也会产生贡献(询问是按a排序的),对于每个询问用整数分块计算

    #include <iostream>
    #include <algorithm>
    #include <cstring>
    #include <cstdio>
    
    using namespace std;
    
    const int N = 100010;
    
    struct node {
        int n, m, a, id;
    };
    
    int T, c[N], mu[N], res[N];
    int isp[N], p[N], tot;
    node q[N], d[N];
    
    bool cmp(node a, node b)
    {
        return a.a < b.a;
    }
    
    
    void init(int n)
    {
        mu[1] = 1;
        for (int i = 2; i <= n; i++) {
            if (!isp[i]) {
                p[++tot] = i;
                mu[i] = -1;
            }
            for (int j = 1; j <= tot && p[j] <= n / i; j++) {
                isp[i * p[j]] = 1;
                if (0 == i % p[j]) {
                    mu[i * p[j]] = 0;
                    break;
                }
                mu[i * p[j]] = -mu[i];
            }
        }
        for (int i = 1; i <= n; i++) {
            d[i].id = i;
            for (int j = i; j <= n; j += i) {
                d[j].a += i;
            }
        }
        sort(d + 1, d + n + 1, cmp);
    }
    
    inline int lowbit(int x)
    {
        return x & (-x);
    }
    
    void add(int x, int v)
    {
        while (x <= N - 5) {
            c[x] += v;
            x += lowbit(x);
        }
    }
    
    int ask(int x)
    {
        int res = 0;
        while (x > 0) {
            res += c[x];
            x -= lowbit(x);
        }
        return res;
    }
    
    int solve(int n, int m)
    {
        int res = 0;
        for (int l = 1, r = 1; l <= n; l = r + 1) {
            r = min(n / (n / l), m / (m / l));
            res += (n / l) * (m / l) * (ask(r) - ask(l - 1));
        }
        return res;
    }
    
    int main()
    {
        init(N - 5);
        scanf("%d", &T);
        for (int i = 1; i <= T; i++) {
            scanf("%d%d%d", &q[i].n, &q[i].m, &q[i].a);
            if (q[i].n > q[i].m) swap(q[i].n, q[i].m);
            q[i].id = i;
        }
        sort(q + 1, q + T + 1, cmp);
        for (int i = 1, j = 1; i <= T; i++) {
            while (j <= N - 5 && d[j].a <= q[i].a) {
                for (int k = d[j].id; k <= N - 5; k += d[j].id) {
                    add(k, d[j].a * mu[k / d[j].id]);
                }
                j++;
            }
            res[q[i].id] = solve(q[i].n, q[i].m);
        }
        for (int i = 1; i <= T; i++) printf("%d
    ", res[i] & (~(1 << 31)));
        return 0;
    }
    bzoj - 3529

    5. Crash的数字表格

    题目链接:bzoj - 2154

    题意:有一张n*m的数表,其第i行第j列的数值为lcm(i,j),求数表内所有数的和

    思路:假设n<m,$res=sum_{i=1}^{n} sum_{j=1}^{m} lcm(i,j)=sum_{i=1}^{n}sum_{j=1}^{m}frac{ij}{gcd(i,j)}$

    令$d=gcd(i,j)$,枚举d得$res=sum_{d=1}^{n}sum_{i=1}^{n} sum_{j=1}^{m} frac{ij}{d} [gcd(i,j)=d]=sum_{d=1}^{n}sum_{i=1}^{left lfloor frac{n}{d} ight floor} sum_{j=1}^{left lfloor frac{m}{d} ight floor} ijd [gcd(i,j)=1]$

    把d移到前面有$res=sum_{d=1}^{n}[dsum_{i=1}^{left lfloor frac{n}{d} ight floor} sum_{j=1}^{left lfloor frac{m}{d} ight floor} ij [gcd(i,j)=1]]$

    根据莫比乌斯得性质得$res=sum_{d=1}^{n}[dsum_{i=1}^{left lfloor frac{n}{d} ight floor} sum_{j=1}^{left lfloor frac{m}{d} ight floor} ij sum_{k|gcd(i,j)}mu(k)]$

    枚举k得$res=sum_{d=1}^{n}[dsum_{k=1}^{left lfloor frac{n}{d} ight floor} sum_{i=1}^{left lfloor frac{n}{dk} ight floor} sum_{j=1}^{left lfloor frac{m}{dk} ight floor} ijk^{2}mu(k)]$

    移一下项得$res=sum_{d=1}^{n}[dsum_{k=1}^{left lfloor frac{n}{d} ight floor} [ k^{2}mu(k) sum_{i=1}^{left lfloor frac{n}{dk} ight floor} i sum_{j=1}^{left lfloor frac{m}{dk} ight floor} j]]$

    可以发现$sum_{i=1}^{left lfloor frac{n}{dk} ight floor} i$和$sum_{j=1}^{left lfloor frac{m}{dk} ight floor} j$都是等差数列求和,$sum_{k=1}^{left lfloor frac{n}{d} ight floor} k^{2}mu(k)$可以通过预处理前缀和来求,两次整数分块即可

    #include <iostream>
    #include <algorithm>
    #include <cstring>
    #include <cstdio>
    
    using namespace std;
    
    const int N = 10000010;
    const int mod = 20101009;
    
    int isp[N], p[N], sum[N], mu[N];
    int tot, n, m;
    
    void init(int n)
    {
        mu[1] = 1;
        for (int i = 2; i <= n; i++) {
            if (!isp[i]) {
                p[++tot] = i;
                mu[i] = -1;
            }
            for (int j = 1; j <= tot && p[j] <= n / i; j++) {
                isp[i * p[j]] = 1;
                if (0 == i % p[j]) {
                    mu[i * p[j]] = 0;
                    break;
                }
                mu[i * p[j]] = -mu[i];
            }
        }
        for (int i = 1; i <= n; i++)
            sum[i] = (sum[i - 1] + 1ll * i * i % mod * (mu[i] + mod)) % mod;
    }
    
    int qs(int x, int y)
    {
        return (1ll * x * (x + 1) / 2 % mod) * (1ll * y * (y + 1) / 2 % mod) % mod;
    }
    
    int calc(int n, int m)
    {
        int res = 0;
        for (int l = 1, r = 1; l <= n; l = r + 1) {
            r = min(n / (n / l), m / (m / l));
            res = (res + 1ll * (sum[r] - sum[l - 1] + mod) * qs(n / l, m / l) % mod) % mod;
        }
        return res;
    }
    
    int solve(int n, int m)
    {
        int res = 0;
        for (int l = 1, r = 1; l <= n; l = r + 1) {
            r = min(n / (n / l), m / (m / l));
            res = (res + 1ll * (r - l + 1) * (l + r) / 2 % mod * calc(n / l, m / l) % mod) % mod;
        }
        return res;
    }
    
    int main()
    {
        init(N - 5);
        scanf("%d%d", &n, &m);
        if (n > m) swap(n, m);
        printf("%d
    ", solve(n, m));
        return 0;
    }
    bzoj - 2154

    6. AT5200 [AGC038C] LCMs

    题目链接:AtCoder - agc038_c

    题意:给定一个长度为n得序列$A_{1},A_{2},...,A_{n}$,求$sum_{i=1}^{n} sum_{j=i+1}^{n} lcm(A_{i},A_{j})$

    思路:令M=max($A_{i}$),$sum_{i=1}^{n} sum_{j=i+1}^{n} lcm(A_{i},A_{j})=frac{sum_{i=1}^{n} sum_{j=1}^{n} lcm(A_{i},A_{j})-sum_{i=1}^{n}A_{i}}{2}$

    考虑如何求$res=sum_{i=1}^{n} sum_{j=1}^{n} lcm(A_{i},A_{j})$

    $sum_{i=1}^{n} sum_{j=1}^{n} lcm(A_{i},A_{j})=sum_{i=1}^{n} sum_{j=1}^{n} frac{A_{i}A_{j}}{gcd(A_{i},A_{j})}$

    令$d=gcd(A_{i},A_{j})$得$sum_{i=1}^{n} sum_{j=1}^{n} lcm(A_{i},A_{j})=sum_{d=1}^{M} frac{1}{d} sum_{i=1}^{n} sum_{j=1}^{n} A_{i}A_{j}[gcd(A_{i},A_{j})=d]=sum_{d=1}^{M} frac{1}{d} sum_{i=1}^{n} sum_{j=1}^{n} A_{i}A_{j}[gcd(frac{A_{i}}{d},frac{A_{j}}{d})=1][d|A_{i}][d|A_{j}]$

    根据莫比乌斯反演的性质得$res=sum_{d=1}^{M} frac{1}{d} sum_{i=1}^{n} sum_{j=1}^{n} A_{i}A_{j} sum_{k|gcd(frac{A_{i}}{d},frac{A_{j}}{d})} mu(k) [d|A_{i}][d|A_{j}]$

    将k提到前面得$res=sum_{d=1}^{M} frac{1}{d} sum_{k=1}^{left lfloor frac{M}{d} ight floor} mu(k) sum_{i=1}^{n} sum_{j=1}^{n} A_{i}A_{j} [kd|A_{i}][kd|A_{j}]$

    所以最后$res=sum_{d=1}^{M} frac{1}{d} sum_{k=1}^{left lfloor frac{M}{d} ight floor} mu(k) (sum_{i=1}^{n}[kd|A_{i}]A_{i})^{2}$

    设$f(t)=(sum_{i=1}^{n}[t|A_{i}]A_{i})^{2}$,显然$f(t)$可以在$O(nlnn)$的时间内预处理出来,再通过枚举d和k暴力求解即可

    #include <iostream>
    #include <algorithm>
    #include <cstring>
    #include <cstdio>
    
    using namespace std;
    
    typedef long long ll;
    
    const int N = 1000010;
    const ll mod = 998244353;
    
    int isp[N], p[N], mu[N], n, tot, a[N], imax;
    ll inv[N], f[N], c[N], sum;
    
    void init(int n)
    {
        mu[1] = 1;
        for (int i = 2; i <= n; i++) {
            if (!isp[i]) {
                p[++tot] = i;
                mu[i] = -1;
            }
            for (int j = 1; j <= tot && p[j] <= n / i; j++) {
                isp[i * p[j]] = 1;
                if (0 == i % p[j]) {
                    mu[i * p[j]] = 0;
                    break;
                }
                else mu[i * p[j]] = -mu[i];
            }
        }
        inv[0] = inv[1] = 1;
        for (int i = 2; i <= n; i++) inv[i] = (mod - mod / i) * inv[mod % i] % mod;
    }
    
    int main()
    {
        scanf("%d", &n);
        for (int i = 1; i <= n; i++) {
            scanf("%lld", &a[i]);
            imax = max(imax, a[i]);
            sum = (sum + a[i]) % mod;
            c[a[i]] += 1;
        }
        init(imax);
        for (int i = 1; i <= imax; i++) {
            for (int j = i; j <= imax; j += i)
                f[i] = (f[i] + c[j] * j) % mod;
            f[i] = (f[i] * f[i]) % mod;
        }
        ll res = 0;
        for (int d = 1; d <= imax; d++) {
            for (int k = 1, t = d; t <= imax; t += d, k++) {
                res = (res + inv[d] * mu[k] % mod * f[t] % mod) % mod;
            }
        }
        res = ((res - sum) % mod + mod) % mod * inv[2] % mod;
        printf("%lld
    ", res);
        return 0;
    }
    AtCoder - agc038_c
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  • 原文地址:https://www.cnblogs.com/zzzzzzy/p/13033661.html
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