Genetic Operator PSO with Information Reused Scheme and its Application in VRP

Authors:
Huang Xiaoyan;Wen Zhan;Fu Kechang;Zhu Ming
Affiliations:
-;-;-;-
Venue:
CINC '09 Proceedings of the 2009 International Conference on Computational Intelligence and Natural Computing - Volume 01
Year:
2009

Citing 0
Cited 1

Dynamic packet fragmentation based on particle swarm optimised prediction

International Journal of Wireless and Mobile Computing

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Abstract

For the sake of characters of logistics, Improved Genetic Operator based Particle Swarm Optimization (GOPSO) is proposed. An pseudo-continuous encoding algorithm are proposed to the GOPSO for the Vehicle routing problem(VRP), then information of all the particles is reserved and stored. The reserved information can be utilized to reform and update the particles, by which the efficiency of GOPSO is improved. The effectiveness and advantage of the proposed algorithm is demonstrated by the simulations.