A Multi-objective Model for Location-Allocation Problem with Environmental Considerations

Malika Nisal Ratnayake, Voratas Kachitvichyanukul, Huynh Trung Luong

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Researchpeer-review

Abstract

The paper presents a multi-objective model for solving location-allocation problem (LAP) which considers the greenhouse gas. It involves the determination of the best strategy to distribute the product in a distribution network by selecting proper locations of plants and distribution centers as well as the allocation of products from plants to warehouses and from warehouses to customers. Two objective functions are considered simultaneously. The first objective is to minimize the total logistics costs and the second objective is to minimize the total amount of greenhouse gases generated by the activities. The model is validated using the test data that were derived from published benchmark test data set. The mathematical model was solved using CPLEX by converting one objective into a constraint with slack. The set of trade-off solutions is generated by solving the model repeatedly with varying slack values.
Original languageEnglish
Title of host publicationEnvironmental Sustainability in Asian Logistics and Supply Chains
EditorsXiaohong Liu
Place of PublicationSingapore Singapore
PublisherSpringer
Chapter11
Pages205-217
Number of pages13
ISBN (Electronic)9789811304514
ISBN (Print)9789811304507, 9789811344190
DOIs
Publication statusPublished - 2019
Externally publishedYes

Keywords

  • Location-allocation problem (LAP)
  • Multiple objective optimization Greenhouse gas

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