Distribution Center Multi-Objective Location Problem Using NSGA-II

Shuai Liu; Ben He Gao; Er Chao Liu; Yu Kun Liu

doi:10.4028/www.scientific.net/AMR.998-999.1133

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HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 998-999Distribution Center Multi-Objective Location...

Distribution Center Multi-Objective Location Problem Using NSGA-II

Abstract:

Considering two goals of market share and location cost, this article builds a bi-objective location model. NSGA-II is utilized to acquire a Pareto non-dominated solution set. According to actual conditions such as cost constraints, decision-makers can choose solutions from non-dominated solution set. Furthermore, an approach based on Technique for Ordering Preferences by Similarity to Ideal Solution (TOPSIS) and minimum system’s cost under set covering are used to find out two reasonable solutions from the non-dominated solution set for decision-makers.

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Periodical:

Advanced Materials Research (Volumes 998-999)

Pages:

1133-1137

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.998-999.1133

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Online since:

July 2014

Authors:

Shuai Liu, Ben He Gao*, Er Chao Liu, Yu Kun Liu

Keywords:

Location Problem, Multi-Objective, NSGA-II, Set Covering Model, TOPSIS

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* - Corresponding Author

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