Routing Optimization of High-Level Order Picking Truck Based on Swarm Intelligent Algorithm

Yi Qiang Wang; Chao Fu; Ming Yang Ma; Lin Bin Wang

doi:10.4028/www.scientific.net/AMM.101-102.414

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 101-102Routing Optimization of High-Level Order Picking...

Routing Optimization of High-Level Order Picking Truck Based on Swarm Intelligent Algorithm

Abstract:

In order to improve the operation efficiency of order picking trucks in the warehouse, the mathematical model of the routing optimization problem is established. Then PSO (Particle Swarm Optimization) and ACO (Ant Colony Optimization) are used to solve the model. Experimental results show that both of them have good overall search ability and astringency. The operation efficiency is improved to a great extent by using swarm intelligent algorithms.

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Periodical:

Applied Mechanics and Materials (Volumes 101-102)

Pages:

414-417

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.101-102.414

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Online since:

September 2011

Authors:

Yi Qiang Wang, Chao Fu, Ming Yang Ma, Lin Bin Wang

Keywords:

ACO, Order Picking Truck, Particle Swarm Optimization Algorithm (PSO), Routing Optimization

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