The Harmony Search for the Routing Optimization in Fourth Party Logistics with Time Windows

被引：3

作者：

Bo, Guihua ^{[1
]}

Huang, Min ^{[1
]}

Ip, W. H. ^{[2
]}

Wang, Xingwei ^{[1
]}

机构：

[1] Northeastern Univ, Fac Informat Sci & Engn, Shenyang 110004, Peoples R China

[2] Hong Kong Polytech Univ, Dept Ind & Syst Engn, Kowloon, Hong Kong, Peoples R China

来源：

2009 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-5 | 2009年

基金：

中国国家自然科学基金;

关键词：

D O I：

10.1109/CEC.2009.4983049

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Recently, fourth party logistics (4PL) is receiving more and more attentions in manufacturing and retail industries. However, the research on the fourth party logistics routing problems (4PLRP) has just begun. In this paper, the mathematical model of the point to point single task path optimization of 4PLRP with time windows (4PLRPTW) is established based on multi-graph. The objective is to find minimum cost routes from the start node to the destination node within the pre-specified time windows. A recently-developed meta-heuristic optimization method, harmony search, is suggested for solving 4PLRPTW. The results of the numerical experiments demonstrate that the harmony search is effective and could find near optimal solution within the reasonable mount of time and computation.

引用

页码：962 / +

页数：2

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