algorithms for routing optimization in multipoint to multipoint 4pl system

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ID: 259567
2015
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Ranked #264 of 266 articles by views in Journal of the American Heart Association

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Abstract
Fourth party logistics (4PL) has been receiving great attention and studied by researchers. This paper studies multipoint to multipoint 4PL system routing optimization with reliability constraints. Objective factors which cause disturbances of transportation time are taken into consideration. The mathematical model of the multipoint to multipoint multitask routing optimization in 4PL system with reliability constraints is set up. To solve the model, a Messy Genetic Algorithm (Messy GA) with double arrays encoding method is designed. The experimental result is compared with the Enumeration Algorithm (EA), and it shows that this algorithm can find the satisfactory solution and is a powerful optimization method for solving the problem.
Reference Key
li2015discretealgorithms Use this key to autocite in the manuscript while using SciMatic Manuscript Manager or Thesis Manager
Authors ;Jia Li;Yanqiu Liu;Ying Zhang;Shida Xu
Journal Journal of the American Heart Association
Year 2015
DOI
10.1155/2015/426947
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