Model and Algorithm for Network Design of the Fourth Party Logistics Based on Resilience

doi:10.12068/j.issn.1005-3026.2014.03.004

Journal of Northeastern University Natural Science ›› 2014, Vol. 35 ›› Issue (3): 318-322.DOI: 10.12068/j.issn.1005-3026.2014.03.004

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Model and Algorithm for Network Design of the Fourth Party Logistics Based on Resilience

LI Rui¹， HUANG Min¹， ZHANG Ruiyou¹， WANG Xingwei²

1. State Key Laboratory of Synthetical Automation for Process Industries， Northeastern University， Shenyang 110819， China； 2. School of Information Science & Engineering， Northeastern University， Shenyang 110819， China.

Received:2013-06-02 Revised:2013-06-02 Online:2014-03-15 Published:2013-11-22
Contact: HUANG Min
About author:-
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Abstract

Abstract: It is very important to design a secure and efficient logistics service network for the fourth party logistics (4PL). The 4PL resilient network design problem was studied， and a model of 4PL network design was established， which minimized the total costs objective to the resilience constraint. For the NP characteristics of the problem， a hybrid particle swarm optimization with iterative local search method was developed and the performance of the algorithm was tested by randomly generated examples. The experiments verify the validity of the model and indicate that the PSO_ILS outperforms the classic PSO and has robustness against the main parameters.

Key words: the fourth party logistics, resilience, network design, particle swarm optimization, iterated local search

CLC Number:

TP29

LI Rui， HUANG Min， ZHANG Ruiyou， WANG Xingwei. Model and Algorithm for Network Design of the Fourth Party Logistics Based on Resilience[J]. Journal of Northeastern University Natural Science, 2014, 35(3): 318-322.

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Model and Algorithm for Network Design of the Fourth Party Logistics Based on Resilience

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