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wyxhqs/A3.c

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#include <stdio.h>
#include <stdlib.h>
#include <stdbool.h>
#include <string.h>
#define N 3 // <20><><EFBFBD><EFBFBD>ƴͼ<C6B4><CDBC>ά<EFBFBD>ȣ<EFBFBD><C8A3><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB>3x3<78><33>ƴͼ
typedef struct Node {
int puzzle[N][N]; // <20>洢ƴͼ״̬<D7B4><CCAC><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
struct Node* parent; // ָ<>򸸽ڵ<F2B8B8BD><DAB5><EFBFBD>ָ<EFBFBD>룬<EFBFBD><EBA3AC><EFBFBD><EFBFBD>׷<EFBFBD><D7B7>·<EFBFBD><C2B7>
int f, g, h; // A*<2A>㷨<EFBFBD>е<EFBFBD> f, g, h ֵ
} Node;
// <20><><EFBFBD><EFBFBD><EFBFBD>µ<EFBFBD>ƴͼ<C6B4>ڵ<EFBFBD>
Node* createNode(int puzzle[N][N]) {
Node* newnode = (Node*)malloc(sizeof(Node));
//<2F><>ʵ<EFBFBD>ָú<D6B8><C3BA><EFBFBD>
int i,j;
for (i=0;i<N;i++)
{
for (j=0;j<N;j++) newnode->puzzle[i][j]=puzzle[i][j];
}
newnode->parent=NULL;
newnode->f=0;
newnode->g=0;
newnode->h=0;
return newnode;
}
// <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ƴͼ״̬<D7B4>Ƿ<EFBFBD><C7B7><EFBFBD>ͬ
bool isSamePuzzle(int a[N][N], int b[N][N]) {
//<2F><>ͬ<EFBFBD>򷵻<EFBFBD>true,<2C><><EFBFBD>򷵻<EFBFBD>false
int i,j;
for(i=0;i<N;i++)
{
for(j=0;j<N;j++)
{
if(a[i][j]!=b[i][j]) return false;
}
}
return true;
}
// <20><>ӡƴͼ״̬
void printPuzzle(int puzzle[N][N]) {
//˫<><CBAB>forѭ<72><D1AD>ʵ<EFBFBD><CAB5>ƴͼ<C6B4>Ĵ<EFBFBD>ӡ
for (int i=0;i<N;i++)
{
for (int j=0;j<N;j++) printf("%d ",puzzle[i][j]);
printf("\n");
}
}
// <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>㵱ǰ״̬<D7B4><CCAC>Ŀ<EFBFBD><C4BF>״̬<D7B4>Ĺ<EFBFBD><C4B9>ƴ<EFBFBD><C6B4><EFBFBD>
int heuristic(Node* current, Node* goal) {
int h = 0;
// <20><><EFBFBD>㲻ƥ<E3B2BB><C6A5><EFBFBD><EFBFBD>ƴͼ<C6B4><CDBC><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
for (int i=0;i<N;i++)
{
for (int j=0;j<N;j++)
{
if (current->puzzle[i][j]!=goal->puzzle[i][j]) h++;
}
}
return h;
}
// <20>ƶ<EFBFBD><C6B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>µ<EFBFBD>ƴͼ״̬
Node* move(Node* current, int dir) {
int key_x, key_y;//<2F><>¼<EFBFBD>հ׿<D5B0><D7BF><EFBFBD>λ<EFBFBD><CEBB>
// <20>ҵ<EFBFBD><D2B5>հ׿<D5B0><D7BF><EFBFBD>λ<EFBFBD><CEBB>
int i,j;
for(i=0;i<N;i++)
{
for(j=0;j<N;j++)
{
if(current->puzzle[i][j]==0)
{
key_x=i;
key_y=j;
}
}
}
//<2F><>new_x<5F><78>new_y<5F><79>ֵ
int way[4][2]={{0,1},{0,-1},{1,0},{-1,0}};
// <20><><EFBFBD><EFBFBD><EFBFBD>ƶ<EFBFBD><C6B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>¿<EFBFBD><C2BF><EFBFBD>λ<EFBFBD>ã<EFBFBD><C3A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ƶ<EFBFBD>
int new_x,new_y;
new_x=key_x+way[dir][0];
new_y=key_y+way[dir][1];
// <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>λ<EFBFBD><CEBB><EFBFBD>Ƿ<EFBFBD><C7B7>ڱ߽<DAB1><DFBD><EFBFBD>
if(new_x<0||new_x>=N||new_y<0||new_y>=N)
return NULL;
// <20><><EFBFBD><EFBFBD><EFBFBD>½ڵ㣬<DAB5><E3A3AC><EFBFBD>Ƶ<EFBFBD>ǰƴͼ״̬<D7B4><CCAC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>λ<EFBFBD><CEBB>
Node* new_node = createNode(current->puzzle);
new_node->puzzle[key_x][key_y] = current->puzzle[new_x][new_y];
new_node->puzzle[new_x][new_y] = 0;
return new_node;
}
// A*<2A>㷨<EFBFBD><E3B7A8>Ѱ<EFBFBD><D1B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD>·<EFBFBD><C2B7>
Node* AStar(Node* start, Node* goal) {
Node* OPEN[1000]; // <20><><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD><D0B1><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ڴ洢<DAB4><E6B4A2>̽<EFBFBD><CCBD><EFBFBD>Ľڵ<C4BD>
Node* CLOSED[1000]; // <20>ر<EFBFBD><D8B1>б<EFBFBD><D0B1><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ڴ洢<DAB4><E6B4A2>̽<EFBFBD><CCBD><EFBFBD>Ľڵ<C4BD>
int OPEN_SIZE = 0; // <20><><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD><D0B1>Ĵ<EFBFBD>С
int CLOSED_SIZE = 0; // <20>ر<EFBFBD><D8B1>б<EFBFBD><D0B1>Ĵ<EFBFBD>С
OPEN[0] = start; // <20><><EFBFBD><EFBFBD>ʼ<EFBFBD>ڵ<EFBFBD><DAB5><EFBFBD><EFBFBD>ӵ<EFBFBD><D3B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
OPEN_SIZE = 1; // <20><><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD><D0B1>Ĵ<EFBFBD>С<EFBFBD><D0A1><EFBFBD><EFBFBD>Ϊ1
CLOSED_SIZE = 0; // <20>ر<EFBFBD><D8B1>б<EFBFBD><D0B1>Ĵ<EFBFBD>С<EFBFBD><D0A1><EFBFBD><EFBFBD>Ϊ0
while (OPEN_SIZE > 0) {//<2F><>open<65>б<EFBFBD><D0B1><EFBFBD><EFBFBD>в<EFBFBD><D0B2><EFBFBD>
int min_f = OPEN[0]->f;//<2F><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>С<EFBFBD><D0A1>f
int min_index = 0;
// <20><><EFBFBD>ҿ<EFBFBD><D2BF><EFBFBD><EFBFBD>б<EFBFBD><D0B1>о<EFBFBD><D0BE><EFBFBD><EFBFBD><EFBFBD>Сfֵ<66>Ľڵ<C4BD>
for(int i=0;i<OPEN_SIZE;i++)
{
if(OPEN[i]->f < min_f)
{
min_f=OPEN[i]->f;
min_index=i;
}
}
Node* current = OPEN[min_index]; // <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Сfֵ<66>Ľڵ<C4BD>
// <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD>ڵ<EFBFBD><DAB5><EFBFBD>Ŀ<EFBFBD><C4BF>״̬ƥ<CCAC>䣬<EFBFBD><E4A3AC>ʾ<EFBFBD>ҵ<EFBFBD><D2B5><EFBFBD>
if(isSamePuzzle(current->puzzle, goal->puzzle))
return current;
//<2F><><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD><D0B1>Ĵ<EFBFBD>С<EFBFBD><D0A1>1<EFBFBD><31><EFBFBD><EFBFBD>ʾ<EFBFBD>ӿ<EFBFBD><D3BF><EFBFBD><EFBFBD>б<EFBFBD><D0B1><EFBFBD><EFBFBD>Ƴ<EFBFBD><C6B3><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ڵ<EFBFBD>
OPEN_SIZE--;
//<2F><><EFBFBD><EFBFBD>С f ֵ<>Ľڵ<C4BD><DAB5>Ƶ<EFBFBD><C6B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD><D0B1><EFBFBD>ĩβ<C4A9><CEB2><EFBFBD>Ա<EFBFBD><D4B1>Ժ<EFBFBD><D4BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӵ<EFBFBD><D3B5>ر<EFBFBD><D8B1>б<EFBFBD><D0B1>С<EFBFBD>
//<2F><><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA><EFBFBD>Ż<EFBFBD><C5BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD><D0B1>Ľṹ<C4BD><E1B9B9>
Node* temp = OPEN[min_index];
OPEN[min_index] = OPEN[OPEN_SIZE];
OPEN[OPEN_SIZE] = temp;
//<2F><><EFBFBD><EFBFBD>ǰ<EFBFBD>ڵ<EFBFBD><DAB5><EFBFBD><EFBFBD>ӵ<EFBFBD><D3B5>ر<EFBFBD><D8B1>б<EFBFBD><D0B1><EFBFBD><EFBFBD>ر<EFBFBD><D8B1>б<EFBFBD><D0B1><EFBFBD>С<EFBFBD><D0A1>1
CLOSED[CLOSED_SIZE++] = current;
int key = 0;
// <20><><EFBFBD>ҵ<EFBFBD>ǰ<EFBFBD>ڵ<EFBFBD><DAB5>пհ׿<D5B0><D7BF><EFBFBD>λ<EFBFBD><CEBB>
for (int i = 0; i < N; i++) {
for (int j = 0; j < N; j++) {
if (current->puzzle[i][j] == 0) {
key = i * N + j;
break;
}
}
}
// <20><><EFBFBD><EFBFBD><EFBFBD>ĸ<EFBFBD><C4B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ƶ<EFBFBD><C6B6><EFBFBD><EFBFBD><EFBFBD>
for (int dir = 0; dir < 4; dir++) {
Node* new_node = move(current, dir);
if (new_node != NULL && !isSamePuzzle(new_node->puzzle, current->puzzle)) {
//<2F>õ<EFBFBD><C3B5><EFBFBD>Ӧ<EFBFBD><D3A6>g<EFBFBD><67>f<EFBFBD><66>hֵ
int gNew = current->g + 1;
int hNew = heuristic(new_node, goal);
int fNew = gNew + hNew;
bool in_OPEN = false;
int open_index = -1;
// <20><><EFBFBD><EFBFBD><EFBFBD>½ڵ<C2BD><DAB5>Ƿ<EFBFBD><C7B7>ڿ<EFBFBD><DABF><EFBFBD><EFBFBD>б<EFBFBD><D0B1><EFBFBD>
for (int i = 0; i < OPEN_SIZE; i++) {
if (isSamePuzzle(new_node->puzzle, OPEN[i]->puzzle)) {
in_OPEN = true;
open_index = i;
break;
}
}
bool in_CLOSED = false;
// <20><><EFBFBD><EFBFBD><EFBFBD>½ڵ<C2BD><DAB5>Ƿ<EFBFBD><C7B7>ڹر<DAB9><D8B1>б<EFBFBD><D0B1><EFBFBD>
for (int i = 0; i < CLOSED_SIZE; i++) {
if (isSamePuzzle(new_node->puzzle, CLOSED[i]->puzzle)) {
in_CLOSED = true;
break;
}
}
//<2F><><EFBFBD>ýڵ<C3BD><DAB5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ڿ<EFBFBD><DABF><EFBFBD><EFBFBD>б<EFBFBD><D0B1><EFBFBD>Ҳ<EFBFBD><D2B2><EFBFBD>ڹر<DAB9><D8B1>б<EFBFBD><D0B1><EFBFBD>
if (!in_OPEN && !in_CLOSED) {
//<2F><>gNew<65><77>hNew<65><77>fNew<65><77><EFBFBD><EFBFBD>new_nod<6F><64>Ӧ<EFBFBD><D3A6>g<EFBFBD><67>h<EFBFBD><68>fֵ<66><D6B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>丸<EFBFBD>ڵ<EFBFBD><DAB5><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ǰ<EFBFBD>ڵ㡣
new_node->g=gNew;
new_node->h=hNew;
new_node->f=fNew;
new_node->parent=current;
// <20><><EFBFBD><EFBFBD><EFBFBD>½ڵ<C2BD>new_node<64><65><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD><D0B1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD><D0B1><EFBFBD>С<EFBFBD><D0A1>1
OPEN[OPEN_SIZE++] = new_node;
}
//<2F><><EFBFBD><EFBFBD><EFBFBD>½ڵ<C2BD><DAB5>Ѿ<EFBFBD><D1BE>ڿ<EFBFBD><DABF><EFBFBD><EFBFBD>б<EFBFBD><D0B1>У<EFBFBD><D0A3><EFBFBD><EFBFBD>µ<EFBFBD> f ֵ<><D6B5>С<EFBFBD><D0A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>¿<EFBFBD><C2BF><EFBFBD><EFBFBD>б<EFBFBD><D0B1><EFBFBD><EFBFBD>Ѵ<EFBFBD><D1B4>ڽڵ<DABD><DAB5><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2>
else if (in_OPEN && fNew < OPEN[open_index]->f) {
OPEN[open_index] = new_node;
}
}
}
}
return NULL; // <20>޽<EFBFBD>
}
// <20><>ӡ<EFBFBD><D3A1>·<EFBFBD><C2B7>
void printPath(Node* final) {
if (final == NULL) {
return;
}
printPath(final->parent); // <20>ݹ<EFBFBD><DDB9><EFBFBD>ӡ·<D3A1><C2B7>
for (int i = 0; i < N; i++) {
if (i%3==0){
printf("-------\n");
}
for (int j = 0; j < N; j++) {
printf("%d ", final->puzzle[i][j]);
}
printf("\n");
}
}
int main() {
//int start[N][N] = {{2, 0, 3}, {1, 8, 4}, {7, 6, 5}};
//int target[N][N] = {{1, 2, 3}, {8, 0, 4}, {7, 6, 5}};
int start[N][N] = {{2, 8, 3}, {1, 6, 4}, {7, 0, 5}};
int target[N][N] = {{1, 2, 3}, {8, 0, 4}, {7, 6, 5}};
//int start[N][N] = {{2, 8, 3}, {1, 0, 4}, {7, 6, 5}};
//int target[N][N] = {{1, 2, 3}, {8, 0, 4}, {7, 6, 5}};
Node* init = createNode(start);
Node* goal = createNode(target);
init->h=heuristic(init, goal);
init->f=init->h;
Node* final = AStar(init, goal);
if (final) {
printf("This problem has a solution:\n");
printPath(final); // <20><>ӡ<EFBFBD><D3A1>·<EFBFBD><C2B7>
} else {
printf("This problem has no solution<6F><6E>\n");
}
return 0;
}