Browse > Article
http://dx.doi.org/10.3745/KIPSTB.2011.18B.2.073

S-MINE Algorithm for the TSP  

Hwang, Sook-Hi (건국대학교 컴퓨터공학과)
Weon, Il-Yong (서울호서전문학교 사이버해킹보안과)
Ko, Sung-Bum (공주대학교 컴퓨터공학부)
Lee, Chang-Hoon (건국대학교 컴퓨터공학과)
Abstract
There are a lot of people trying to solve the Traveling Salesman Problem (TSP) by using the Meta Heuristic Algorithms. TSP is an NP-Hard problem, and is used in testing search algorithms and optimization algorithms. Also TSP is one of the models of social problems. Many methods are proposed like Hybrid methods and Custom-built methods in Meta Heuristic. In this paper, we propose the S-MINE Algorithm to use the MINE Algorithm introduced in 2009 on the TSP.
Keywords
Meta Heuristic Algorithm; Search Algorithm; Traveling Salesman Problem;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
연도 인용수 순위
1 Dorigo M., Gambardella L.M., " Ant Colony System: A Cooperative Learning Approach," IEEE Trans. Evol. Comp.1, pp.53-66, 1997.   DOI
2 Puchinger, J., Raidl, G.R., "Modules and Algorithms for Three-stage two-dimensional bin Packing," European Journal of Operational Research, Feature Issue on Cutting and Packing, 2006.
3 TSPLIB - A Traveling Salesman Problem Library.http://www.iwr.uni-heidelberg.de/groups/comopt/software/TSPLIB95/
4 X. Hu, R.C. Eberhart, and Y. Shi, "Swarm Intelligence for permutation Optimization: a case study of n-queens problem," in proceedings of the IEEE Swarm Intelligence Symposium, Indianapolis, USA, April, pp.243-246, 2003.   DOI
5 고성범, "Mine 알고리즘: 인간의 행동을 모방한 메타휴리스틱", 정보처리논문지, 제16-B권 제5호, pp.411-426, 2009.   과학기술학회마을   DOI   ScienceOn
6 Zhong Yiwen, Yang Xiangang, Ning zhengyuan. "A Discrete Particle Swarm Optimization Algorithm for Solving Traveling alesman Problem," System Engineering and Theory Practice, pp.88-94, 2006.
7 Solis, F.J. and Wets R.J. "Minimization by random search techniques," Mathematics of operations research, Vol.6, No.1, pp.19-30, 1981.   DOI   ScienceOn
8 Moscato, P. "Memetic algorithms: A short introduction," In corne, D., et al, eds: New Ideas in Optimization. McGraw Hill, pp.219-234, 1999.
9 B. Freisleben and P. Merz, "Genetic local search algorithm for solving symmetric and asymmetric traveling salesman problems," Proceedings of IEEE International Conference of Evolutionary Computation, IEEE-EC96, IEEE Press, pp.616-621, 1996.   DOI
10 L.M Gambardella and M. Dorigo, "Ant Colony System: A cooperative Learning Approach to the Traveling Salesman Problem," IEEE Transactions on Evolutionary Computation, Vol.1, No.1, 1997.   DOI
11 Christian Blum and Andrea Roli, "Metaheuristics in combinatorial optimization: overview and Conceptual comparison," ACM Computing Surveys, Vol.35, pp.268-308, 2003.   DOI   ScienceOn
12 L. Bianchi, M. Dorigo, L.M. Gambarella, and W.J. Gutjahr, "A survey on metaheuristics for Stochastic combinatorial optimization," Natural Computing, 2008.
13 Sarayut Nonsiri an Siriporn Supratid, "Modifying Ant Colony Optimization," IEEE conference on soft computing in industrial applications, 2008.   DOI
14 S. Lin and B.W. Kernighan, "An Effective Heuristic Algorithm for the Traveling Salesman Problem," Bell Telephone Laboratories, Incorporated, Murray Hill, N.J. 1971.
15 J. Kennedy and R. Eberhart, "Particle Swarm Optimization," IEEE conference of Neural Network, Vol.IV, pp.1942-1948, 1995.
16 M.R. Garey and D.S. Johson, "A Guide to the Theory of NP-Completeness", Computers and Intractability, Freeman, 1979.
17 X.H. Shi, Y.C. Liang, H.P. Lee, C. Lu, and L.M. Wang, "An improved GA and novel PSO-GA-based hybrid algorithm," Information Processing Letters, 1993.
18 고성범, "인터넷기반 의사결정 공간의 설계" GS 인터비젼, 2010.
19 J. De Vicente, J. Lanchares, R. Hermida, "Placement by Thermodynamic Simulated Annealing," Physics Letters A, Vol.317, Issue 5-6, pp.415-423, 2003.   DOI   ScienceOn
20 Raed Abu Zitar, Huessein Hiyassat, "Optimizating the parameters of Ant colony Algorithm Using the Genetics," Enformatika Transaction on Engineering, Computing and Technology VI, December, pp.228-231, 2004.
21 J. Kennedy, "The Particle Swarm: Social adaptation of knowledge," IEEE conference of Evolutionary Computing, pp.303-308, 1997.   DOI
22 D.E. Goldberg, "Genetic Algorithms in Search, Optimization and Machine Learning," Addison-Wesley, 1989.
23 Z. Michalewicz, "Genetic Algorithms + Data structure = Evolution Program," Springer-Verlag, 1992.
24 Dorigo M., Maniezzo V., Colorni A., "The Ant System: Optimization by a Colony of Cooperating Agents," IEEE trans. Syst. Man Cybern B 26, pp.29-41, 1996.   DOI