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128
dynamic_programming/bellman_ford.cpp
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128
dynamic_programming/bellman_ford.cpp
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#include <iostream>
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#include <limits.h>
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using namespace std;
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//Wrapper class for storing an edge
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class Edge
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{
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public:
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int src, dst, weight;
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};
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//Wrapper class for storing a graph
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class Graph
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{
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public:
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int vertexNum, edgeNum;
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Edge *edges;
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//Constructs a graph with V vertices and E edges
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Graph(int V, int E)
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{
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this->vertexNum = V;
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this->edgeNum = E;
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this->edges = (Edge *)malloc(E * sizeof(Edge));
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}
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//Adds the given edge to the graph
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void addEdge(int src, int dst, int weight)
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{
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static int edgeInd = 0;
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if (edgeInd < this->edgeNum)
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{
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Edge newEdge;
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newEdge.src = src;
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newEdge.dst = dst;
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newEdge.weight = weight;
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this->edges[edgeInd++] = newEdge;
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}
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}
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};
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//Utility function to print distances
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void print(int dist[], int V)
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{
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cout << "\nVertex Distance" << endl;
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for (int i = 0; i < V; i++)
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{
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if (dist[i] != INT_MAX)
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cout << i << "\t" << dist[i] << endl;
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else
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cout << i << "\tINF" << endl;
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}
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}
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//The main function that finds the shortest path from given source
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//to all other vertices using Bellman-Ford.It also detects negative
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//weight cycle
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void BellmanFord(Graph graph, int src)
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{
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int V = graph.vertexNum;
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int E = graph.edgeNum;
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int dist[V];
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//Initialize distances array as INF for all except source
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//Intialize source as zero
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for (int i = 0; i < V; i++)
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dist[i] = INT_MAX;
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dist[src] = 0;
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//Calculate shortest path distance from source to all edges
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//A path can contain maximum (|V|-1) edges
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for (int i = 0; i <= V - 1; i++)
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for (int j = 0; j < E; j++)
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{
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int u = graph.edges[j].src;
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int v = graph.edges[j].dst;
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int w = graph.edges[j].weight;
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if (dist[u] != INT_MAX && dist[u] + w < dist[v])
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dist[v] = dist[u] + w;
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}
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//Iterate inner loop once more to check for negative cycle
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for (int j = 0; j < E; j++)
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{
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int u = graph.edges[j].src;
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int v = graph.edges[j].dst;
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int w = graph.edges[j].weight;
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if (dist[u] != INT_MAX && dist[u] + w < dist[v])
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{
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cout << "Graph contains negative weight cycle. Hence, shortest distance not guaranteed." << endl;
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return;
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}
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}
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print(dist, V);
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return;
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}
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//Driver Function
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int main()
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{
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int V, E, gsrc;
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int src, dst, weight;
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cout << "Enter number of vertices: ";
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cin >> V;
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cout << "Enter number of edges: ";
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cin >> E;
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Graph G(V, E);
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for (int i = 0; i < E; i++)
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{
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cout << "\nEdge " << i + 1 << "\nEnter source: ";
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cin >> src;
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cout << "Enter destination: ";
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cin >> dst;
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cout << "Enter weight: ";
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cin >> weight;
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G.addEdge(src, dst, weight);
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}
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cout << "\nEnter source: ";
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cin >> gsrc;
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BellmanFord(G, gsrc);
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return 0;
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}
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