A new simulated annealing approach for travelling salesman problem (Q1649249)

From MaRDI portal





scientific article; zbMATH DE number 6898846
Language Label Description Also known as
English
A new simulated annealing approach for travelling salesman problem
scientific article; zbMATH DE number 6898846

    Statements

    A new simulated annealing approach for travelling salesman problem (English)
    0 references
    0 references
    0 references
    5 July 2018
    0 references
    Summary: The aim of this study is to improve searching capability of simulated annealing (SA) heuristic through integration of two new neighborhood mechanisms. Due to its ease of formulation, difficulty to solve and various real life applications several Travelling Salesman Problems (TSP) were selected from the literature for the testing of the proposed methods. The proposed methods were also compared to conventional SA with swap neighborhood. The results have shown that the proposed techniques are more effective than conventional SA, both in terms of solution quality and time.
    0 references
    simulated annealing
    0 references
    travelling salesman problem
    0 references
    roulette wheel selection
    0 references
    meta-heuristics
    0 references

    Identifiers