Module org.jgrapht.core
Package org.jgrapht.alg.tour

Class GreedyHeuristicTSP<V,​E>

  • Type Parameters:
    V - the graph vertex type
    E - the graph edge type
    All Implemented Interfaces:
    HamiltonianCycleAlgorithm<V,​E>
    public class GreedyHeuristicTSP<V,​E>
extends HamiltonianCycleAlgorithmBase<V,​E>
    The greedy heuristic algorithm for the TSP problem.

    The travelling salesman problem (TSP) asks the following question: "Given a list of cities and the distances between each pair of cities, what is the shortest possible route that visits each city exactly once and returns to the origin city?".

    The Greedy heuristic gradually constructs a tour by repeatedly selecting the shortest edge and adding it to the tour as long as it doesn’t create a cycle with less than N edges, or increases the degree of any node to more than 2. We must not add the same edge twice of course.

    The implementation of this class is based on:
    Nilsson, Christian. "Heuristics for the traveling salesman problem." Linkoping University 38 (2003)

    The runtime complexity of this class is $O(V^2 log(V))$.

    This algorithm requires that the graph is complete.

    Author:
    Peter Harman