吉林大学学报(工学版) ›› 2018, Vol. 48 ›› Issue (3): 688-693.doi: 10.13229/j.cnki.jdxbgxb20170106

• Orginal Article • Previous Articles     Next Articles

Improved harmony search algorithm on truck scheduling for cross docking system

WANG Zhan-zhong1, LU Yue1, LIU Xiao-feng2, ZHAO Li-ying1   

  1. 1.College of Transportation, Jilin University, Changchun 130022, China;
    2.Transport Management Bureau of Jilin Province, Changchun 130022, China
  • Received:2017-02-14 Online:2018-05-20 Published:2018-05-20
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Abstract: The key of realizing the cross dock is to design the joint of inbound trucks and out bound trucks. A proper sequence makes the cross docking more efficient and needs less makespan. Regarding the number of items in the temporary inventory was proportional to the makespan, this paper transfers the objective function of minimizing the makespan into minimizing the number of items in the temporary inventory. An Improved Harmony Search (IHS) algorithm is proposed to solve the optimization problem. Based on the solving limitation on the parameter value of harmony search algorithm, dynamic adjustment method is used to set parameters. The fixed parameters optimized by Taguchi experiments effectively improve the accuracy of solutions further. The simulation results show that the IHS solutions are more close to the overall optimal solutions than the Harmony Search and Tabu Search. HIS is better in terms of searching for optimal solutions to solve the problem of sequencing among inbound and outbound trucks.

Key words: engineering of communications and transportation system, cross docking, harmony search algorithm, truck scheduling, taguchi experiment, temporary storage

CLC Number: 

  • TP301.6
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