数据结构实验3(图的DFS和BFS实现)

最后更新于:2022-04-01 20:51:57

实现邻接矩阵和邻接表两种不同存储结构上实现图的基本运算, 在MGraph类中扩充增加DFS()和BFS()函数. 包含的运算: 插入一条边, 删除一条边, 查询边是否存在, 图的深度优先搜索和广度优先搜索. 广度优先搜索利用队列作为辅助的数据结构, 元素类型是树的结点.  实现代码: ~~~ #include "iostream" #include "cstdio" #include "cstring" #include "algorithm" #include "queue" #include "stack" #include "cmath" #include "utility" #include "map" #include "set" #include "vector" #include "list" #include "string" using namespace std; typedef long long ll; const int MOD = 1e9 + 7; const int INF = 0x3f3f3f3f; enum ResultCode { Underflow, Duplicate, Failure, Success, NotPresent }; template class SeqQueue { public: SeqQueue(int mSize); ~SeqQueue() { delete []q; } bool IsEmpty() const { return front == rear; } // front与rear相等时循环队列为空 bool IsFull() const { return (rear + 1) % maxSize == front; } // front与(rear + 1) % maxSize相等时循环队列满 bool Front(T &x) const; bool EnQueue(T x); bool DeQueue(); void Clear() { front = rear = 0; } /* data */ private: int front, rear, maxSize; // 队头元素 队尾元素 数组最大长度 T *q; }; template SeqQueue::SeqQueue(int mSize) { maxSize = mSize; q = new T[maxSize]; front = rear = 0; } template bool SeqQueue::Front(T &x) const { if(IsEmpty()) { // 空队列处理 cout << "SeqQueue is empty" << endl; return false; } x = q[(front + 1) % maxSize]; return true; } template bool SeqQueue::EnQueue(T x) { if(IsFull()) { // 溢出处理 cout << "SeqQueue is full" << endl; return false; } q[(rear = (rear + 1) % maxSize)] = x; return true; } template bool SeqQueue::DeQueue() { if(IsEmpty()) { // 空队列处理 cout << "SeqQueue is empty" << endl; return false; } front = (front + 1) % maxSize; return true; } template class Graph { public: virtual ~Graph() {}; virtual ResultCode Insert(int u, int v, T &w) = 0; virtual ResultCode Remove(int u, int v) = 0; virtual bool Exist(int u, int v) const = 0; /* data */ }; template class MGraph: public Graph { public: MGraph(int mSize, const T& noedg); ~MGraph(); ResultCode Insert(int u, int v, T &w); ResultCode Remove(int u, int v); bool Exist(int u, int v) const; int Vertices() const { return n; } void Output(); void DFS(); void BFS(); protected: T **a; T noEdge; int n, e; void DFS(int v, bool *vis); void BFS(int v, bool *vis); /* data */ }; template void MGraph::Output() { for(int i = 0; i < n; ++i) { for(int j = 0; j < n; ++j) if(a[i][j] == noEdge) cout << "NE\t"; else cout << a[i][j] << "\t"; cout << endl; } cout << endl << endl << endl; } template MGraph::MGraph(int mSize, const T &noedg) { n = mSize, e = 0, noEdge = noedg; a = new T *[n]; for(int i = 0; i < n; ++i) { a[i] = new T[n]; for(int j = 0; j < n; ++j) a[i][j] = noEdge; a[i][i] = 0; } } template MGraph::~MGraph() { for(int i = 0; i < n; ++i) delete []a[i]; delete []a; } template bool MGraph::Exist(int u, int v) const { if(u < 0 || v < 0 || u > n - 1 || v > n - 1 || u == v || a[u][v] == noEdge) return false; return true; } template ResultCode MGraph::Insert(int u, int v, T &w) { if(u < 0 || v < 0 || u > n - 1 || v > n - 1 || u == v) return Failure; if(a[u][v] != noEdge) return Duplicate; a[u][v] = w; e++; return Success; } template ResultCode MGraph::Remove(int u, int v) { if(u < 0 || v < 0 || u > n - 1 || v > n - 1 || u == v) return Failure; if(a[u][v] == noEdge) return NotPresent; a[u][v] = noEdge; e--; return Success; } template void MGraph::DFS() { bool *vis = new bool[n]; memset(vis, false, n); for(int i = 0; i < n; ++i) if(!vis[i]) DFS(i, vis); delete []vis; } template void MGraph::DFS(int v, bool *vis) { vis[v] = true; cout << ' ' << v; for(int i = 0; i < n; ++i) if(a[v][i] != noEdge && a[v][i] != 0 && !vis[i]) DFS(i, vis); } template void MGraph::BFS() { bool *vis = new bool[n]; memset(vis, false, n); for(int i = 0; i < n; ++i) if(!vis[i]) BFS(i, vis); delete []vis; } template void MGraph::BFS(int v, bool *vis) { SeqQueue q(n); vis[v] = true; cout << ' ' << v; q.EnQueue(v); while(!q.IsEmpty()) { q.Front(v); q.DeQueue(); for(int i = 0; i < n; ++i) if(a[v][i] != noEdge && a[v][i] != 0 && !vis[i]) { vis[i] = true; cout << ' ' << i; q.EnQueue(i); } } } template struct ENode { ENode() { nxtArc = NULL; } ENode(int vertex, T weight, ENode *nxt) { adjVex = vertex; w = weight; nxtArc = nxt; } int adjVex; T w; ENode *nxtArc; /* data */ }; template class LGraph: public Graph { public: LGraph(int mSize); ~LGraph(); ResultCode Insert(int u, int v, T &w); ResultCode Remove(int u, int v); bool Exist(int u, int v) const; int Vertices() const { return n; } void Output(); protected: ENode **a; int n, e; /* data */ }; template void LGraph::Output() { ENode *q; for(int i = 0; i < n; ++i) { q = a[i]; while(q) { cout << '(' << i << ' ' << q -> adjVex << ' ' << q -> w << ')'; q = q -> nxtArc; } cout << endl; } cout << endl << endl; } template LGraph::LGraph(int mSize) { n = mSize; e = 0; a = new ENode*[n]; for(int i = 0; i < n; ++i) a[i] = NULL; } template LGraph::~LGraph() { ENode *p, *q; for(int i = 0; i < n; ++i) { p = a[i]; q = p; while(p) { p = p -> nxtArc; delete q; q = p; } } delete []a; } template bool LGraph::Exist(int u, int v) const { if(u < 0 || v < 0 || u > n - 1 || v > n - 1 || u == v) return false; ENode *p = a[u]; while(p && p -> adjVex != v) p = p -> nxtArc; if(!p) return false; return true; } template ResultCode LGraph::Insert(int u, int v, T &w) { if(u < 0 || v < 0 || u > n - 1 || v > n - 1 || u == v) return Failure; if(Exist(u, v)) return Duplicate; ENode *p = new ENode(v, w, a[u]); a[u] = p; e++; return Success; } template ResultCode LGraph::Remove(int u, int v) { if(u < 0 || v < 0 || u > n - 1 || v > n - 1 || u == v) return Failure; ENode *p = a[u], *q = NULL; while(p && p -> adjVex != v) { q = p; p = p -> nxtArc; } if(!p) return NotPresent; if(q) q -> nxtArc = p -> nxtArc; else a[u] = p -> nxtArc; delete p; e--; return Success; } int main(int argc, char const *argv[]) { int n, g; cout << "请输入元素的个数: "; cin >> n; MGraph A(n, INF); LGraph B(n); cout << "请输入边的条数: "; cin >> g; int *a = new int[g]; int *b = new int[g]; int *w = new int[g]; for(int i = 0; i < g; ++i) { cout << "请输入边及权值: "; cin>> a[i] >> b[i] >> w[i]; A.Insert(a[i], b[i], w[i]); B.Insert(a[i], b[i], w[i]); } cout << "该图的深度优先遍历为:" << endl; A.DFS(); cout << endl; cout << "该图的广度优先遍历为:" << endl; A.BFS(); cout << endl; cout << "请输入要搜索的边: "; int c, d; cin >> c >> d; if(A.Exist(c, d)) cout << "邻接矩阵中该边存在!" << endl; else cout << "邻接矩阵中该边不存在!" << endl; if(B.Exist(c, d)) cout << "邻接表中该边存在!" << endl; else cout << "邻接表中该边不存在!" << endl; cout << "请输入要删除的边: "; int e, f; cin>> e >> f; if(A.Remove(e, f) == Success) cout << "邻接矩阵中删除该边成功!" << endl; else if(A.Remove(e, f) == NotPresent) cout<<"邻接矩阵中该边不存在!"< ';