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  • [poj2778 DNA Sequence]AC自动机,矩阵快速幂

    题意:给一些字符串的集合S和整数n,求满足

    • 长度为n
    • 只含charset = {'A'、'T‘、'G'、'C'}包含的字符
    • 不包含S中任一字符串 

    的字符串的种类数。

    思路:首先对S建立ac自动机,考虑向ac自动机中的每种状态后加charset中的字符,如果终态不为“接受状态”,也就是不与S中的任一字符串匹配,则将这次转移记为有效,方法数加1。这样可以建立状态之间的转移矩阵D,表示由一个状态接受1个字符后的方案数,D自乘n次,就得到了任一状态接受n个字符形成的不同字符串种类数,其中从“0”到“i”的方案都要加到答案里面。

    另外,这题的模比较有意思,为100000,既不大也不小,或者说是个比较猥琐的数。对于100*100的矩阵,这样取模当然是吃不消的,方法是对每个点算完后一次性取模。时间由800ms→125ms。

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    #pragma comment(linker, "/STACK:10240000")
    #include <map>
    #include <set>
    #include <cmath>
    #include <ctime>
    #include <deque>
    #include <queue>
    #include <stack>
    #include <vector>
    #include <cstdio>
    #include <string>
    #include <cstdlib>
    #include <cstring>
    #include <iostream>
    #include <algorithm>
    
    using namespace std;
    
    #define X                   first
    #define Y                   second
    #define pb                  push_back
    #define mp                  make_pair
    #define all(a)              (a).begin(), (a).end()
    #define fillchar(a, x)      memset(a, x, sizeof(a))
    #define fillarray(a, b)     memcpy(a, b, sizeof(a))
    
    typedef long long ll;
    typedef pair<int, int> pii;
    typedef unsigned long long ull;
    
    #ifndef ONLINE_JUDGE
    namespace Debug {
    void RI(vector<int>&a,int n){a.resize(n);for(int i=0;i<n;i++)scanf("%d",&a[i]);}
    void RI(){}void RI(int&X){scanf("%d",&X);}template<typename...R>
    void RI(int&f,R&...r){RI(f);RI(r...);}void RI(int*p,int*q){int d=p<q?1:-1;
    while(p!=q){scanf("%d",p);p+=d;}}void print(){cout<<endl;}template<typename T>
    void print(const T t){cout<<t<<endl;}template<typename F,typename...R>
    void print(const F f,const R...r){cout<<f<<", ";print(r...);}template<typename T>
    void print(T*p, T*q){int d=p<q?1:-1;while(p!=q){cout<<*p<<", ";p+=d;}cout<<endl;}
    }
    #endif // ONLINE_JUDGE
    
    template<typename T>bool umax(T&a, const T&b){return b<=a?false:(a=b,true);}
    template<typename T>bool umin(T&a, const T&b){return b>=a?false:(a=b,true);}
    
    const double PI = acos(-1.0);
    const int INF = 0x3f3f3f3f;
    const double EPS = 1e-14;
    
    /* -------------------------------------------------------------------------------- */
    
    const int maxn = 107;
    const int mod = 100000;
    
    int N;
    
    struct Matrix {
        ll a[maxn][maxn];
    
        Matrix() {
            for (int i = 0; i < N; i ++) {
                for (int j = 0; j < N; j ++) {
                    a[i][j] = 0;
                }
            }
        }
    
        static Matrix unit() {
            Matrix ans;
            for (int i = 0; i < N; i ++) ans.a[i][i] = 1;
            return ans;
        }
    
        Matrix &operator * (const Matrix &that) const {
            static Matrix ans;
            for (int i = 0; i < N; i ++) {
                for (int j = 0; j < N; j ++) {
                    ans.a[i][j] = 0;
                    for (int k = 0; k < N; k ++) {
                        ans.a[i][j] += a[i][k] * that.a[k][j];
                    }
                    ans.a[i][j] %= mod;
                }
            }
            return ans;
        }
    
        static Matrix power(Matrix a, int n) {
            Matrix ans = unit(), buf = a;
            while (n) {
                if (n & 1) ans = ans * buf;
                buf = buf * buf;
                n >>= 1;
            }
            return ans;
        }
    };
    
    struct AC_automaton {
        const static int SZ = 4;
        int f[maxn], last[maxn];
        bool val[maxn];
        int ch[maxn][SZ];
        int sz;
    
        int idx(char ch) {
            if (ch == 'A') return 0;
            if (ch == 'T') return 1;
            if (ch == 'G') return 2;
            if (ch == 'C') return 3;
    
        }
    
        void init() {
            sz = 1;
            memset(ch[0], 0, sizeof(ch[0]));
        }
    
        void insert(char s[]) {
            int u = 0;
            for (int i = 0; s[i]; i ++) {
                int c = idx(s[i]);
                if (!ch[u][c]) {
                    memset(ch[sz], 0, sizeof(ch[sz]));
                    val[sz] = 0;
                    ch[u][c] = sz ++;
                }
                u = ch[u][c];
            }
            val[u] = true;
        }
    
        void build() {
            queue<int> Q;
            f[0] = 0;
            for (int c = 0; c < SZ; c ++) {
                int u = ch[0][c];
                if (u) {
                    f[u] = 0;
                    Q.push(u);
                    last[u] = 0;
                }
            }
            while (!Q.empty()) {
                int r = Q.front(); Q.pop();
                for (int c = 0; c < SZ; c ++) {
                    int u = ch[r][c];
                    if (!u) {
                        ch[r][c] = ch[f[r]][c];
                        continue;
                    }
                    Q.push(u);
                    int v = f[r];
                    while (v && !ch[v][c]) v = f[v];
                    f[u] = ch[v][c];
                    last[u] = val[f[u]]? f[u] : last[f[u]];
                }
            }
        }
    
        void solve(int m) {
            N = sz;
            Matrix ans;
            //Debug::print(sz);
            for (int i = 0; i < sz; i ++) {
                for (int j = 0; j < 4; j ++) {
                    if (!val[ch[i][j]] && !last[ch[i][j]]) {
                        ans.a[i][ch[i][j]] ++;
                    }
                }
            }
            ans = Matrix::power(ans, m);
            int rst = 0;
            for (int i = 0; i < sz; i ++) {
                rst = (rst + ans.a[0][i]) % mod;
            }
            printf("%d
    ", rst);
        }
    
    };
    
    AC_automaton ac;
    
    
    int main() {
    #ifndef ONLINE_JUDGE
        freopen("in.txt", "r", stdin);
        //freopen("out.txt", "w", stdout);
    #endif // ONLINE_JUDGE
        int n, m;
        char s[20];
        while (cin >> n >> m) {
            ac.init();
            for (int i = 0; i < n; i ++) {
                scanf("%s", s);
                ac.insert(s);
            }
            ac.build();
            ac.solve(m);
        }
        return 0;
    }
    
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  • 原文地址:https://www.cnblogs.com/jklongint/p/4756413.html
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