一般存储图的方式有两种:一是用邻接矩阵表示,二是用邻接链表。
所谓用邻接矩阵,是用一个二维数组存储,边使用矩阵来构建模型,这使得每一个顶点和其它顶点之间都有边的有无 的 表示的机会。若有边,则他们交点 为1 ,否则为0。当然,如果是一副边有权值的图,交点存储的是他们边的权值。
1、首先收一下无向图的存储:
无向图的边的矩阵一定是一个对称矩阵,因为无向图只关心边是否存在,而不关心方向,V0和V1有边,那么V1和V0也有边。
因为这里不研究有圈图,所以主对角线都是0,输入V0和V1边的关系后,就不必输入V1和V0的关系了。
图解如下:


实现代码如下:#include using namespace std; #define MAX_VERTEX 4 //4个顶点的图 typedef char DataType; typedef struct { DataType vertexArr[MAX_VERTEX]; //顶点元素数组 int edgeArr[MAX_VERTEX][ MAX_VERTEX]; //边矩阵二维数组 }ArrayGraph; void ArrayGraph_init(ArrayGraph *pGraph); void ArrayGraph_create(ArrayGraph *pGraph); void ArrayGraph_show(ArrayGraph *pGraph); int main() { ArrayGraph g; ArrayGraph_init(&g); //初始化图 ArrayGraph_create(&g); //创建图 ArrayGraph_show(&g); //打印图 return 0; } //初始化为一个无圈图 ,也就是边矩阵中,主对角线元素都是0 void ArrayGraph_init(ArrayGraph *pGraph) { for (int i = 0; i < MAX_VERTEX; i++) pGraph->edgeArr[i][i] = 0; } //输入一个图 void ArrayGraph_create(ArrayGraph *pGraph) { for (int i = 0; i < MAX_VERTEX; ++i) //填充顶点数组,也就是输入顶点元素 { printf("输入第%d个顶点值\n",i+1); scanf(" %c",&(pGraph->vertexArr[i])); } for (int j = 0; j vertexArr[j],pGraph->vertexArr[i]); scanf("%d",&( pGraph->edgeArr[j][i])); pGraph->edgeArr[i][j] = pGraph->edgeArr[j][i]; //对称 } } } void ArrayGraph_show(ArrayGraph *pGraph) { printf("\n\n顶点元素如下\n"); for (int i = 0; i < MAX_VERTEX; ++i) { printf("%-5c", pGraph->vertexArr[i]); } printf("\n\n"); puts("边矩阵如下\n\n"); printf("%-2c",' '); for(int i=0;i vertexArr[i]); putchar('\n'); for (int j = 0; j vertexArr[j]); for (int i = 0; i < MAX_VERTEX; ++i) { printf("%-5d",pGraph->edgeArr[i][j]); } putchar('\n'); } printf("\n\n"); } 2、有向图的邻接矩阵存储:
使用邻接矩阵呢存储时,有向图和无向图的区别在与 边和弧矩阵的差别。因为弧是有方向的,所以我们 以对角线为界,将矩阵划分为2个区域:
左下区域表示出弧标记区域,坐上区域代表入弧标记区域
如 若代表弧的矩阵为arcArr
arcArr[V2][V3] 为1,且在出弧标记区域,则说明 V3<------V2
arcArr[V3][V2] 为0,且在入弧标记区域,则说明 V2—\—>V3
代码实现如下:
#include #define MAX_VERTEX 4 typedef char DataType; //图中元素的目标数据类型 typedef struct { DataType vertexArr[MAX_VERTEX]; //顶点元素数组 int arcArr[MAX_VERTEX][MAX_VERTEX]; //弧矩阵二维数组 }ArrayGraph; void ArrayGraph_init(ArrayGraph *pGraph); void ArrayGraph_create(ArrayGraph *pGraph); void ArrayGraph_show(ArrayGraph *pGraph); int main() { ArrayGraph g; ArrayGraph_init(&g); ArrayGraph_create(&g); ArrayGraph_show(&g); return 0; } //初始化为一个无圈图 ,也就是弧矩阵中,主对角线元素都是0 void ArrayGraph_init(ArrayGraph *pGraph) { for (int i = 0; i < MAX_VERTEX; i++) pGraph->arcArr[i][i] = 0; } void ArrayGraph_create(ArrayGraph *pGraph) { for (int i = 0; i < MAX_VERTEX; ++i) //填充顶点数组 { printf("输入第%d个顶点值\n",i+1); scanf(" %c",&(pGraph->vertexArr[i])); } for (int j = 0; j vertexArr[i],pGraph->vertexArr[j]); scanf("%d",&( pGraph->arcArr[j][i])); printf("若元素%c有指向%c的弧,则输入1,否则输入0\t",pGraph->vertexArr[j],pGraph->vertexArr[i]); scanf("%d",&( pGraph->arcArr[i][j])); } } } void ArrayGraph_show(ArrayGraph *pGraph) { printf("\n\n顶点元素如下\n"); for (int i = 0; i < MAX_VERTEX; ++i) { printf("%-5c", pGraph->vertexArr[i]); } printf("\n\n"); puts("弧矩阵如下\n\n"); printf("%-2c",' '); for(int i=0;i vertexArr[i]); putchar('\n'); for (int j = 0; j vertexArr[j]); for (int i = 0; i < MAX_VERTEX; ++i) { printf("%-5d",pGraph->arcArr[i][j]); } putchar('\n'); } putchar('\n'); } 3、有权值无向图(无向网)的邻接矩阵存储:
无向网的边是有权值的,这个值可以是任何一个合法的值,什么样的值是合法的呢?这需要根据图的具体用途来定。所以,我们不能用简单的0,1来代表边。
如果2个顶点无关联,他们也不能用0表示,因为0也可能是一个合法的wieght值。可有类比一下:如何地球上2个地方之间不可互通,那么他们之间的车程费是不是无穷大呢?
所以,我们来要根据图权值类型定义一个相应类型的最大值,来代表2个顶点之间不关联。
同样用一个例子。
V0 V1之间的权值为12
V0 V2之间的权值为1
V0 V3之间的权值为5
V2 V3之间的权值为7
代码实现如下:
#include #define MAX_VERTEX 4 #define INFINITY 65535 typedef char DataType; //存储的元素类型 typedef int WeightType; //权值的类型 typedef struct { DataType vertexArr[MAX_VERTEX]; //存储顶点的数组 WeightType edgeArr[MAX_VERTEX][MAX_VERTEX]; //存储边的二维数组 }UArrayNet; //数据结构类型:无向网 void UArrayNet_init(UArrayNet*pGraph); void UArrayNet_create(UArrayNet*pGraph); void UArrayNet_show(UArrayNet *pGraph); int main() { UArrayNet net; UArrayNet_init(&net); UArrayNet_create(&net); UArrayNet_show(&net); return 0; } void UArrayNet_init(UArrayNet*pGraph) { for (int i = 0; i < MAX_VERTEX; ++i) { pGraph->edgeArr[i][i] = INFINITY; } } void UArrayNet_create(UArrayNet*pGraph) { for (int i = 0; i < MAX_VERTEX; ++i) //填充顶点数组 { printf("输入第%d个顶点值\n", i + 1); scanf(" %c", &(pGraph->vertexArr[i])); } for (int j = 0; j vertexArr[j], pGraph->vertexArr[i], INFINITY); scanf("%d", &(pGraph->edgeArr[j][i])); pGraph->edgeArr[i][j] = pGraph->edgeArr[j][i]; //对称 } } } void UArrayNet_show(UArrayNet *pGraph) { printf("\n\n顶点元素如下\n"); for (int i = 0; i < MAX_VERTEX; ++i) { printf("%-5c", pGraph->vertexArr[i]); } printf("\n\n"); puts("边矩阵如下"); printf("%-2c", ' '); for (int i = 0; i vertexArr[i]); putchar('\n'); for (int j = 0; j vertexArr[j]); for (int i = 0; i < MAX_VERTEX; ++i) { if(pGraph->edgeArr[i][j]==INFINITY) { printf("%-5c", '#'); } else printf("%-5d", pGraph->edgeArr[i][j]); } putchar('\n'); } } 4、有向网邻接矩阵存储
有向网的实现与无向网思路一致,就不重复累赘了,直接上代码吧。
#include #define MAX_VERTEX 4 #define INFINITY 65535 typedef char DataType; //存储的元素类型 typedef int WeightType; //权值的类型 typedef struct { DataType vertexArr[MAX_VERTEX]; //存储顶点的数组 WeightType arcArr[MAX_VERTEX][MAX_VERTEX]; //存储边的二维数组 }UArrayNet; //数据结构类型:无向网 void UArrayNet_init(UArrayNet*pGraph); void UArrayNet_create(UArrayNet*pGraph); void UArrayNet_show(UArrayNet *pGraph); int main() { UArrayNet net; UArrayNet_init(&net); UArrayNet_create(&net); UArrayNet_show(&net); return 0; } void UArrayNet_init(UArrayNet*pGraph) { for (int i = 0; i < MAX_VERTEX; ++i) { pGraph->arcArr[i][i] = INFINITY; } } void UArrayNet_create(UArrayNet*pGraph) { for (int i = 0; i < MAX_VERTEX; ++i) //填充顶点数组 { printf("输入第%d个顶点值\n", i + 1); scanf(" %c", &(pGraph->vertexArr[i])); } for (int j = 0; j vertexArr[j], pGraph->vertexArr[i], INFINITY); scanf("%d",&( pGraph->arcArr[j][i])); printf("若元素%c有指向%c有边,则输入权值,否则输入无效值%d\t", pGraph->vertexArr[i], pGraph->vertexArr[j], INFINITY); scanf("%d",&( pGraph->arcArr[i][j])); } } } void UArrayNet_show(UArrayNet *pGraph) { printf("\n\n顶点元素如下\n"); for (int i = 0; i < MAX_VERTEX; ++i) { printf("%-5c", pGraph->vertexArr[i]); } printf("\n\n"); puts("边矩阵如下"); printf("%-2c", ' '); for (int i = 0; i vertexArr[i]); putchar('\n'); for (int j = 0; j vertexArr[j]); for (int i = 0; i < MAX_VERTEX; ++i) { if(pGraph->arcArr[i][j]==INFINITY) { printf("%-5c", '#'); } else printf("%-5d", pGraph->arcArr[i][j]); } putchar('\n'); } }
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