用邻接矩阵算最小生成树的总个数java代码
时间: 2023-07-22 11:08:10 浏览: 106
用Java编写的最小生成树代码
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以下是使用邻接矩阵计算最小生成树总个数的Java代码示例:
```java
import java.util.*;
public class MinimumSpanningTreeCount {
private int V; // 图的顶点数
private int[][] graph; // 图的邻接矩阵
public MinimumSpanningTreeCount(int[][] graph) {
this.graph = graph;
this.V = graph.length;
}
// 计算最小生成树的总个数
public int countMinimumSpanningTrees() {
int[][] laplacian = calculateLaplacianMatrix(); // 计算拉普拉斯矩阵
int[][] reducedLaplacian = reduceMatrix(laplacian); // 缩减矩阵
return calculateDeterminant(reducedLaplacian); // 计算行列式,即最小生成树的总个数
}
// 计算拉普拉斯矩阵
private int[][] calculateLaplacianMatrix() {
int[][] laplacian = new int[V][V];
// 初始化对角线元素为度数之和,非对角线元素为负的边权重
for (int i = 0; i < V; i++) {
for (int j = 0; j < V; j++) {
if (i == j) {
laplacian[i][j] = calculateDegree(i);
} else {
laplacian[i][j] = -graph[i][j];
}
}
}
return laplacian;
}
// 计算顶点的度数之和
private int calculateDegree(int v) {
int degree = 0;
for (int i = 0; i < V; i++) {
degree += graph[v][i];
}
return degree;
}
// 缩减矩阵
private int[][] reduceMatrix(int[][] matrix) {
int[][] reducedMatrix = new int[V - 1][V - 1];
for (int i = 1; i < V; i++) {
for (int j = 1; j < V; j++) {
reducedMatrix[i - 1][j - 1] = matrix[i][j];
}
}
return reducedMatrix;
}
// 计算矩阵的行列式
private int calculateDeterminant(int[][] matrix) {
int n = matrix.length;
int[][] temp = Arrays.copyOf(matrix, n);
for (int i = 0; i < n - 1; i++) {
for (int j = i + 1; j < n; j++) {
int factor = temp[j][i] / temp[i][i];
for (int k = i; k < n; k++) {
temp[j][k] -= factor * temp[i][k];
}
}
}
int determinant = 1;
for (int i = 0; i < n; i++) {
determinant *= temp[i][i];
}
return determinant;
}
public static void main(String[] args) {
int[][] graph = {
{0, 2, 0, 6, 0},
{2, 0, 3, 8, 5},
{0, 3, 0, 0, 7},
{6, 8, 0, 0, 9},
{0, 5, 7, 9, 0}
};
MinimumSpanningTreeCount mstCount = new MinimumSpanningTreeCount(graph);
int count = mstCount.countMinimumSpanningTrees();
System.out.println("Minimum Spanning Tree Count: " + count);
}
}
```
以上代码中,我们使用了邻接矩阵来表示图,并实现了计算最小生成树总个数的方法。在`main`方法中,我们创建了一个示例图的邻接矩阵,并计算最小生成树的总个数并输出结果。请注意,这只是一个简单的示例,你可以根据自己的需求修改代码来适应不同的图结构。
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