A memetic algorithm for a multi-objective obnoxious waste location-routing problem: a case study

被引：42

作者：

Asgari, Nasrin ^{[1
]}

Rajabi, Mohsen ^{[2
]}

Jamshidi, Masoumeh ^{[3
]}

Khatami, Maryam ^{[4
]}

Farahani, Reza Zanjirani ^{[5
]}

机构：

[1] Univ Roehampton, Roehampton Business Sch, London, England

[2] Univ Tehran, Fac Management, Dept Ind Management, Tehran, Iran

[3] Amirkabir Univ Technol, Dept Ind Engn, Tehran, Iran

[4] Texas A&M Univ, Dept Ind & Syst Engn, College Stn, TX USA

[5] Kingston Univ, Kingston Business Sch, Dept Management, Surrey, England

来源：

ANNALS OF OPERATIONS RESEARCH | 2017年 / 250卷 / 02期

关键词：

Obnoxious materials; Location-routing problem (LRP); Memetic algorithm; Multi-criteria decision making (MCDM); HAZARDOUS MATERIALS TRANSPORTATION; TABU SEARCH; FACILITY-LOCATION; POPULATION MANAGEMENT; GENETIC ALGORITHM; HEURISTIC METHOD; MULTIPLE-DEPOT; MODEL; VEHICLE; OPTIMIZATION;

D O I：

10.1007/s10479-016-2248-7

中图分类号：

C93 [管理学]; O22 [运筹学];

学科分类号：

070105 ; 12 ; 1201 ; 1202 ; 120202 ;

摘要：

This paper proposes amodel for obnoxious waste location-routing problem (LRP) considering various types of wastes and several treatment technologies. The investigated distribution network includes three echelons of generation nodes, treatment and disposal facilities. A multi-objective LRP model is developed with three objective functions minimizing the treatment and disposal facility undesirability, different costs related to the problem, and eventually the risk associated with transportation of untreated materials. An effective memetic algorithm is developed in which a tabu search algorithm performs the local search. Comparison of exact andmeta-heuristic methods run times confirms that the proposed method is effective. Eventually, the developed algorithm is tested on a real-life case study.

引用

页码：279 / 308

页数：30

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