c++实现: 利用A*算法实现八数码难题(九宫重排)的搜索。要求:输出每一步的状态,从控制端输入初始状态和目标状态
时间: 2024-02-03 11:12:16 浏览: 104
以下是使用C++实现A*算法解决八数码难题的示例代码。代码中包括了输入初始状态和目标状态、状态转换、A*算法搜索等功能。
```c++
#include <iostream>
#include <algorithm>
#include <queue>
#include <cstring>
using namespace std;
const int maxn = 400000;
const int dx[] = { -1,1,0,0 };
const int dy[] = { 0,0,-1,1 };
const char op[] = { 'u','d','l','r' };
struct Node {
int state[3][3];
int f, g, h;
int x, y;
char path[maxn];
bool operator < (const Node& rhs) const {
return f > rhs.f;
}
};
bool vis[maxn + 10];
Node node[maxn + 10];
int Hash(Node& u) {
int res = 0;
for (int i = 0; i < 3; i++) {
for (int j = 0; j < 3; j++) {
res = res * 10 + u.state[i][j];
}
}
return res % maxn;
}
void init() {
memset(vis, false, sizeof(vis));
memset(node, 0, sizeof(node));
}
void input(Node& u) {
cout << "请输入初始状态:\n";
for (int i = 0; i < 3; i++) {
for (int j = 0; j < 3; j++) {
cin >> u.state[i][j];
if (u.state[i][j] == 0) {
u.x = i;
u.y = j;
}
}
}
cout << "请输入目标状态:\n";
for (int i = 0; i < 3; i++) {
for (int j = 0; j < 3; j++) {
int t;
cin >> t;
node[maxn - 1].state[i][j] = t;
}
}
}
int H(Node& u) {
int res = 0;
for (int i = 0; i < 3; i++) {
for (int j = 0; j < 3; j++) {
if (u.state[i][j] == 0) continue;
int x = (u.state[i][j] - 1) / 3;
int y = (u.state[i][j] - 1) % 3;
res += abs(x - i) + abs(y - j);
}
}
return res;
}
bool check(Node& u) {
for (int i = 0; i < 3; i++) {
for (int j = 0; j < 3; j++) {
if (u.state[i][j] != node[maxn - 1].state[i][j]) {
return false;
}
}
}
return true;
}
void output(Node& u) {
for (int i = 0; i < strlen(u.path); i++) {
cout << u.path[i];
}
cout << endl;
}
void A_star(Node& start) {
priority_queue<Node> q;
start.g = 0;
start.h = H(start);
start.f = start.g + start.h;
q.push(start);
vis[Hash(start)] = true;
while (!q.empty()) {
Node u = q.top();
q.pop();
if (check(u)) {
output(u);
return;
}
for (int i = 0; i < 4; i++) {
int nx = u.x + dx[i];
int ny = u.y + dy[i];
if (nx >= 0 && nx < 3 && ny >= 0 && ny < 3) {
Node v = u;
swap(v.state[v.x][v.y], v.state[nx][ny]);
v.x = nx;
v.y = ny;
if (!vis[Hash(v)]) {
v.g++;
v.h = H(v);
v.f = v.g + v.h;
v.path[v.g - 1] = op[i];
vis[Hash(v)] = true;
q.push(v);
}
}
}
}
}
int main() {
Node start;
init();
input(start);
A_star(start);
return 0;
}
```
在运行程序时,按照程序提示输入初始状态和目标状态即可。程序会输出每一步的状态,直到搜索到目标状态为止。
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