Multi-objective Discrete Chemical Reaction Optimization Algorithm for Multiple-product Partial U-shaped Disassembly Line Balancing Problem

Wenchang Wang, Xiwang Guo, Shixin Liu, Shu Jin Qin, Liang Qi, Ziyan Zhao, Ying Tang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Abstract

A reasonable disassembly line structure and layout are particularly important in advancing disassembly technology. In this work, destructive and non-destructive disassembly modes are considered in multiple-product partial U-shaped disassembly-line-balancing. A mathematical model is established to maximize disassembly profit and minimize disassembly energy consumption for a U-shaped disassembly line. A multi-objective discrete chemical reaction optimization algorithm is then proposed to solve it. A crowded distance mechanism and elitist strategy are designed to obtain non-dominated solutions to accelerate its the convergence speed. The established model and proposed algorithm are applied in a ballpoint pen and radio set cases, and its superiority on a U-shaped disassembly line is verified by comparing it with two commonly used optimization methods.

Original languageEnglish (US)
Title of host publication2021 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2021
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages2322-2327
Number of pages6
ISBN (Electronic)9781665442077
DOIs
StatePublished - 2021
Externally publishedYes
Event2021 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2021 - Melbourne, Australia
Duration: Oct 17 2021Oct 20 2021

Publication series

NameConference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
ISSN (Print)1062-922X

Conference

Conference2021 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2021
Country/TerritoryAustralia
CityMelbourne
Period10/17/2110/20/21

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering
  • Control and Systems Engineering
  • Human-Computer Interaction

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