SOLVING THE UNCAPACITATED WAREHOUSE LOCATION PROBLEM BY SGA WITH ADD-HEURISTIC

作者: Jozef Kratica , Vladimir Filipoviæ , Dušan Toiæ

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摘要: This paper presents a new hybrid approach for solving the Uncapacitated Warehouse Location Problem (UWLP) by Simple Genetic Algorithm (SGA) and AddHeuristic. The best individual in every generation of SGA is improved Add-Heuristic, adding or removing one warehouse with maximal reduction overall cost. existence adding/removing may reduce cost binary string changed corresponding position. itself produces good results reasonable running time, but described improves performance implementation. local search nature Add-Heuristic provides achieving better regions given problem.

参考文章(11)
William M. Spears, Kenneth A. De Jong, Using Genetic Algorithms to Solve NP-Complete Problems international conference on genetic algorithms. pp. 124- 132 ,(1989)
Gerard Cornuejols, George L Nemhauser, Lairemce A Wolsey, The uncapacitated facility location problem ,(1990)
John E. Galletly, An Overview of Genetic Algorithms Kybernetes. ,vol. 21, pp. 26- 30 ,(1992) , 10.1108/EB005943
Sami Khuri, Thomas Bäck, Jörg Heitkötter, An evolutionary approach to combinatorial optimization problems conference on scientific computing. pp. 66- 73 ,(1994) , 10.1145/197530.197558
Li-Lian Gao, E.Powell Robinson, Uncapacitated facility location: General solution procedure and computational experience European Journal of Operational Research. ,vol. 76, pp. 410- 427 ,(1994) , 10.1016/0377-2217(94)90277-1
Dong-Wan Tcha, Hyung-Bong Ro, Chun-Beon Yoo, A Dual-Based Add Heuristic for Uncapacitated Facility Location Journal of the Operational Research Society. ,vol. 39, pp. 873- 878 ,(1988) , 10.1057/JORS.1988.148
Jakob Krarup, Peter Mark Pruzan, The simple plant location problem: Survey and synthesis European Journal of Operational Research. ,vol. 12, pp. 36- 81 ,(1983) , 10.1016/0377-2217(83)90181-9
J. Fleckenstein, Obtaining test problems via Internet Journal of Global Optimization. ,vol. 8, pp. 429- 433 ,(1987) , 10.1007/BF00554017
D. E. Goldberg, Genetic Algorithms in Search Optimization, and MachineLearning. pp. 192- 208 ,(1989)