算法与数据结构基础9:C++实现有向图邻接矩阵存储
邻接矩阵的存储比邻接表实现起来更加方便,也更加容易理解。
邻接矩阵就是用一个二维数组matrix来存储每两个点的关系。如果两个点m,n之间有边,将数组matrix[]m[m]设为1,否则设为0。
如果有权,则将matrix[m]n[]设为权值,定义一个很大或者很小的数(只要不跟权值冲突即可),表示不相连。
空间复杂度为O(V^2),适合比较稠密的图。
邻接表O(V+E),适合比较稀疏的图。
//GraphMatrix.h
#include <iostream> #include <cstdio> #include <iomanip> // std::setw #define NO_EDGE (-1) using namespace std; // 有向图 class GraphMatrix { public: ~GraphMatrix(); void createGraph(); void printGraph(); private: // 1. 输入定点数 void inputVertexCount(); // 2. 生成定点数组 void makeVertexArray(); // 3. 输入边数 void inputEdgeCount(); // 4. 输入边的起始点 void inputEdgeInfo(); // 5. 添加边节点至对应的链表中 void addEdgeToList(int vFrom, int weight, int vTo); private: int m_vCount; int m_eCount; int** m_vVertex; }; GraphMatrix::~GraphMatrix(){ for (int i = 0; i < m_vCount; ++i){ delete m_vVertex[i]; } delete[] m_vVertex; } void GraphMatrix::inputVertexCount() { cout << "please input count of vertex:"; cin >> m_vCount; } void GraphMatrix::makeVertexArray() { m_vVertex = new int*[m_vCount]; for (int i = 0; i < m_vCount; ++i){ m_vVertex[i] = new int[m_vCount]; } for (int i = 0; i < m_vCount; ++i){ for (int j = 0; j < m_vCount; ++j){ m_vVertex[i][j] = NO_EDGE; } } } void GraphMatrix::inputEdgeCount() { cout << "please input count of edge:"; cin >> m_eCount; } void GraphMatrix::inputEdgeInfo() { cout << "please input edge information:" << endl; for (int i = 0; i < m_eCount; ++i){ cout << "the edge " << i << ":" << endl; // 起点 int from = 0; cout << "From: "; cin >> from; // 权值 int weight = 0; cout << "Weight:"; cin >> weight; // 终点 int to = 0; cout << "To: "; cin >> to; cout << endl; addEdgeToList(from, weight, to); } } void GraphMatrix::addEdgeToList(int vFrom, int weight, int vTo) { m_vVertex[vFrom][vTo] = weight; } void GraphMatrix::printGraph() { for (int i = 0; i < m_vCount; ++i){ for (int j = 0; j < m_vCount; ++j){ cout << setw(3) << m_vVertex[i][j] << " "; } cout << endl; } } // ************************************************************************** // 流程控制 // ************************************************************************** void GraphMatrix::createGraph() { inputVertexCount(); makeVertexArray(); inputEdgeCount(); inputEdgeInfo(); }
// main.cpp
// test for GraphMartrix #include "GraphMatrix.h" #include <cstdlib> int main() { GraphMatrix graph; graph.createGraph(); graph.printGraph(); system("pause"); return 0; }
假如有图如下
运行结果截图:
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