124 lines
5.6 KiB
Java
124 lines
5.6 KiB
Java
package com.jwetherell.algorithms.graph;
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import java.util.ArrayList;
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import java.util.HashMap;
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import java.util.List;
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import java.util.Map;
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import com.jwetherell.algorithms.data_structures.Graph;
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/**
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* Bellman-Ford's shortest path. Works on both negative and positive weighted
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* edges. Also detects negative weight cycles. Returns a tuple of total cost of
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* shortest path and the path.
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*
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* Worst case: O(|V| |E|)
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*
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* https://en.wikipedia.org/wiki/Bellman%E2%80%93Ford_algorithm
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*
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* @author Justin Wetherell <phishman3579@gmail.com>
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*/
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public class BellmanFord {
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private BellmanFord() { }
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/**
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* Get shortest path for all vertices
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*/
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public static Map<Graph.Vertex<Integer>, Graph.CostPathPair<Integer>> getShortestPaths(Graph<Integer> graph, Graph.Vertex<Integer> start) {
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final Map<Graph.Vertex<Integer>, List<Graph.Edge<Integer>>> paths = new HashMap<Graph.Vertex<Integer>, List<Graph.Edge<Integer>>>();
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final Map<Graph.Vertex<Integer>, Graph.CostVertexPair<Integer>> costs = new HashMap<Graph.Vertex<Integer>, Graph.CostVertexPair<Integer>>();
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getShortestPath(graph, start, paths, costs);
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final Map<Graph.Vertex<Integer>, Graph.CostPathPair<Integer>> map = new HashMap<Graph.Vertex<Integer>, Graph.CostPathPair<Integer>>();
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for (Graph.CostVertexPair<Integer> pair : costs.values()) {
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final int cost = pair.getCost();
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final Graph.Vertex<Integer> vertex = pair.getVertex();
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final List<Graph.Edge<Integer>> path = paths.get(vertex);
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map.put(vertex, new Graph.CostPathPair<Integer>(cost, path));
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}
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return map;
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}
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/**
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* Get shortest path to from 'start' to 'end' vertices
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*/
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public static Graph.CostPathPair<Integer> getShortestPath(Graph<Integer> graph, Graph.Vertex<Integer> start, Graph.Vertex<Integer> end) {
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if (graph == null)
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throw (new NullPointerException("Graph must be non-NULL."));
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final Map<Graph.Vertex<Integer>, List<Graph.Edge<Integer>>> paths = new HashMap<Graph.Vertex<Integer>, List<Graph.Edge<Integer>>>();
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final Map<Graph.Vertex<Integer>, Graph.CostVertexPair<Integer>> costs = new HashMap<Graph.Vertex<Integer>, Graph.CostVertexPair<Integer>>();
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return getShortestPath(graph, start, end, paths, costs);
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}
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private static Graph.CostPathPair<Integer> getShortestPath(Graph<Integer> graph,
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Graph.Vertex<Integer> start, Graph.Vertex<Integer> end,
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Map<Graph.Vertex<Integer>, List<Graph.Edge<Integer>>> paths,
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Map<Graph.Vertex<Integer>, Graph.CostVertexPair<Integer>> costs) {
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if (end == null)
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throw (new NullPointerException("end must be non-NULL."));
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getShortestPath(graph, start, paths, costs);
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final Graph.CostVertexPair<Integer> pair = costs.get(end);
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final List<Graph.Edge<Integer>> list = paths.get(end);
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return (new Graph.CostPathPair<Integer>(pair.getCost(), list));
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}
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private static void getShortestPath(Graph<Integer> graph,
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Graph.Vertex<Integer> start,
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Map<Graph.Vertex<Integer>, List<Graph.Edge<Integer>>> paths,
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Map<Graph.Vertex<Integer>, Graph.CostVertexPair<Integer>> costs) {
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if (graph == null)
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throw (new NullPointerException("Graph must be non-NULL."));
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if (start == null)
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throw (new NullPointerException("start must be non-NULL."));
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for (Graph.Vertex<Integer> v : graph.getVertices())
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paths.put(v, new ArrayList<Graph.Edge<Integer>>());
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// All vertices are INFINITY unless it's the start vertices
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for (Graph.Vertex<Integer> v : graph.getVertices())
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if (v.equals(start))
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costs.put(v, new Graph.CostVertexPair<Integer>(0, v));
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else
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costs.put(v, new Graph.CostVertexPair<Integer>(Integer.MAX_VALUE, v));
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boolean negativeCycleCheck = false;
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for (int i = 0; i < graph.getVertices().size(); i++) {
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// If it's the last vertices, perform a negative weight cycle check.
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// The graph should be finished by the size()-1 time through this loop.
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if (i == (graph.getVertices().size() - 1))
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negativeCycleCheck = true;
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// Compute costs to all vertices
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for (Graph.Edge<Integer> e : graph.getEdges()) {
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final Graph.CostVertexPair<Integer> pair = costs.get(e.getToVertex());
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final Graph.CostVertexPair<Integer> lowestCostToThisVertex = costs.get(e.getFromVertex());
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// If the cost of the from vertex is MAX_VALUE then treat as INIFINITY.
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if (lowestCostToThisVertex.getCost() == Integer.MAX_VALUE)
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continue;
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final int cost = lowestCostToThisVertex.getCost() + e.getCost();
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if (cost < pair.getCost()) {
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// Found a shorter path to a reachable vertex
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pair.setCost(cost);
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if (negativeCycleCheck) {
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// Uhh ohh... negative weight cycle
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throw new IllegalArgumentException("Graph contains a negative weight cycle.");
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}
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final List<Graph.Edge<Integer>> list = paths.get(e.getToVertex());
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list.clear();
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list.addAll(paths.get(e.getFromVertex()));
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list.add(e);
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}
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}
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}
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}
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}
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