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Article

A New Simulated Annealing Approach for Travelling Salesman Problem

by
Hüsamettin Bayram
1,* and
Ramazan Şahin
2,*
1
Department of Industrial Engineering Hitit University, Çorum, Turkey
2
Department of Industrial Engineering Gazi University, Ankara, Turkey
*
Authors to whom correspondence should be addressed.
Math. Comput. Appl. 2013, 18(3), 313-322; https://doi.org/10.3390/mca18030313
Published: 1 December 2013

Abstract

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.
Keywords: Simulated Annealing; Travelling salesman problem; Roulette wheel selection; Meta-heuristics Simulated Annealing; Travelling salesman problem; Roulette wheel selection; Meta-heuristics

Share and Cite

MDPI and ACS Style

Bayram, H.; Şahin, R. A New Simulated Annealing Approach for Travelling Salesman Problem. Math. Comput. Appl. 2013, 18, 313-322. https://doi.org/10.3390/mca18030313

AMA Style

Bayram H, Şahin R. A New Simulated Annealing Approach for Travelling Salesman Problem. Mathematical and Computational Applications. 2013; 18(3):313-322. https://doi.org/10.3390/mca18030313

Chicago/Turabian Style

Bayram, Hüsamettin, and Ramazan Şahin. 2013. "A New Simulated Annealing Approach for Travelling Salesman Problem" Mathematical and Computational Applications 18, no. 3: 313-322. https://doi.org/10.3390/mca18030313

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