Title :
Application of Plant Growth Simulation Algorithm on Solving Discrete Facility Location Weber Problem
Author :
Tong Li ; Yingtao Li ; Zhongtuo Wang
Author_Institution :
E-Bus. & Logistic Inst., Dalian Univ., Dalian
Abstract :
Based on plant growth simulation algorithm (PHAGES), we propose a bionics algorithm for solving facility location problems. We compare the calculating results of PGSA with genetic algorithm (GA) for distribution center location problem, and the result approves PGSA is better than GA on accuracy. Further more, selecting 50 customers randomly, we solve Weber location problem with different facility numbers. Differed from other heuristic algorithms, PGSA can find global optimal solutions. Meanwhile, according to the different facility numbers, we combine global and local optimal solutions, set up optimal facility location arrangement as a whole. The algorithm herein shows its accuracy, astringency and generalization. It is an actual application of PGSA on solving location problems.
Keywords :
facility location; bionics algorithm; discrete facility location Weber problem; distribution center location problem; genetic algorithm; plant growth simulation algorithm; Analytical models; Genetic algorithms; Heuristic algorithms; Iterative algorithms; Linear programming; Logistics; Mathematics; Modeling; Stability; Systems engineering and theory;
Conference_Titel :
Innovative Computing Information and Control, 2008. ICICIC '08. 3rd International Conference on
Conference_Location :
Dalian, Liaoning
Print_ISBN :
978-0-7695-3161-8
Electronic_ISBN :
978-0-7695-3161-8
DOI :
10.1109/ICICIC.2008.165