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  • poj 1077 Eight 八数码 A*算法


    http://poj.org/problem?id=1077



    #include<iostream>
    #include<cstdio>
    #include<cstring>
    #include<cstdlib>
    #include<queue>
    using namespace std;

    /* 把1..n的排列映射为数字 0..(n!-1) */
    int fac[] = { 1, 1, 2, 6, 24, 120, 720, 5040, 40320, 362880 };//...
    int order(const char *s, int n) {//康托展开
        int i, j, temp, num;

        num = 0;

        for (i = 0; i < n-1; i++) {
            temp = 0;
            for (j = i + 1; j < n; j++) {
                if (s[j] < s[i])
                    temp++;
            }
            num += fac[s[i] -1] * temp;
        }
        return num;
    }

    bool is_equal(const char *b1, const char *b2){
        for(int i=0; i<9; i++)
            if(b1[i] != b2[i])
                return false;
        return true;
    }


    //hash
    struct node{
        char board[9];
        char space;//空格所在位置
    };

    const int TABLE_SIZE = 362880;

    int hash(const char *cur){
        return order(cur, 9);
    }

    /* 整数映射成排列 */
    void get_node(int num, node &tmp) {
        int n=9;
        int a[9]; //求逆序数
        for (int i = 2; i <= n; ++i) {
            a[i - 1] = num % i;
            num = num / i;
            tmp.board[i - 1] = 0;//初始化
        }
        tmp.board[0] = 0;
        int rn, i;
        for (int k = n; k >= 2; k--) {
            rn = 0;
            for (i = n - 1; i >= 0; --i) {
                if (tmp.board[i] != 0)
                    continue;
                if (rn == a[k - 1])
                    break;
                ++rn;
            }
            tmp.board[i] = k;
        }
        for (i = 0; i < n; ++i)
            if (tmp.board[i] == 0) {
                tmp.board[i] = 1;
                break;
            }
        tmp.space = n - a[n-1] -1;
    }

    //启发函数: 除去x之外到目标的网格距离和
    int goal_state[9][2] = {{0,0}, {0,1}, {0,2},
            {1,0}, {1,1}, {1,2}, {2,0}, {2,1}, {2,2}};
    int h(const char *board){
        int k;
        int hv = 0;
        for(int i=0; i<3; ++i)
            for(int j=0; j<3; ++j){
                k = i*3+j;
                if(board[k] != 9){
                    hv += abs(i - goal_state[board[k]-1][0]) +
                            abs(j - goal_state[board[k] -1][1]);
                }
            }
        return hv;
    }

    int f[TABLE_SIZE], d[TABLE_SIZE];//估计函数和深度

    //优先队列的比较对象
    struct cmp{
        bool operator () (int u, int v){
            return f[u] > f[v];
        }
    };
    char color[TABLE_SIZE];//0, 未访问;1, 在队列中,2, closed
    int parent[TABLE_SIZE];
    char move[TABLE_SIZE];
    int step[4][2] = {{-1, 0},{1, 0}, {0, -1}, {0, 1}};//u, d, l, r

    void A_star(const node & start){
        int x, y, k, a, b;
        int u, v;
        priority_queue<int, vector<int>, cmp> open;
        memset(color, 0, sizeof(char) * TABLE_SIZE);

        u = hash(start.board);
        parent[u] = -1;
        d[u] = 0;
        f[u] = h(start.board);
        open.push(u);
        color[u] = 1;

        node tmp, cur;
        while(!open.empty()){
            u = open.top();
            if(u == 0)
                return;
            open.pop();

            get_node(u, cur);

            k = cur.space;
            x = k / 3;
            y = k % 3;
            for(int i=0; i<4; ++i){
                a = x + step[i][0];
                b = y + step[i][1];
                if(0<=a && a<=2 && 0<=b && b<=2){
                    tmp = cur;
                    tmp.space = a*3 + b;
                    swap(tmp.board[k], tmp.board[tmp.space]);
                    v = hash(tmp.board);
                    if(color[v] == 1 && (d[u] + 1) < d[v]){//v in open
                        move[v] = i;
                        f[v] = f[v] - d[v] + d[u] + 1;//h[v]已经求过
                        d[v] = d[u] + 1;
                        parent[v] = u;
                        //直接插入新值, 有冗余,但不会错
                        open.push(v);
                    }
                    else if(color[v] == 2 && (d[u]+1)<d[v]){//v in closed
                        move[v] = i;
                        f[v] = f[v] - d[v] + d[u] + 1;//h[v]已经求过
                        d[v] = d[u] + 1;
                        parent[v] = u;
                        open.push(v);
                        color[v] = 1;
                    }
                    else if(color[v] == 0){
                        move[v] = i;
                        d[v] = d[u] + 1;
                        f[v] = d[v] + h(tmp.board);
                        parent[v] = u;
                        open.push(v);
                        color[v] = 1;
                    }
                }
            }
            color[u] = 2; //
        }
    }

    void print_path(){
        int n, u;
        char path[1000];
        n = 1;
        path[0] = move[0];
        u = parent[0];
        while(parent[u] != -1){
            path[n] = move[u];
            ++n;
            u = parent[u];
        }
        for(int i=n-1; i>=0; --i){
            if(path[i] == 0)
                printf("u");
            else if(path[i] == 1)
                printf("d");
            else if(path[i] == 2)
                printf("l");
            else
                printf("r");
        }
    }

    int main(){
        //freopen("in", "r", stdin);

        node start;
        char c;
        for(int i=0; i<9; ++i){
            cin>>c;
            if(c == 'x'){
                start.board[i] = 9;
                start.space = i;
            }
            else
                start.board[i] = c - '0';
        }
        A_star(start);

        if(color[0] != 0)
            print_path();
        else
            printf("unsolvable");
        return 0;
    }
    转自http://www.cnblogs.com/liyongmou/archive/2010/07/19/1780861.html

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  • 原文地址:https://www.cnblogs.com/zxj015/p/2740238.html
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