Multi-Objective Ant Lion Optimizer for Stochastic Robotic Disassembly Line Balancing Problem Subject to Resource Constraints
With the development of manufacturing and society, a large amount of end-of-life products are generated but with reuse value. Therefore, it is of great significance to dismantle and reuse them. A robotic linear disassembly line plays an important role and promotes the disassembly efficiency in a dis...
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| Published in | Journal of physics. Conference series Vol. 2024; no. 1; pp. 12014 - 12020 |
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| Main Authors | , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
IOP Publishing
01.09.2021
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| Online Access | Get full text |
| ISSN | 1742-6588 1742-6596 1742-6596 |
| DOI | 10.1088/1742-6596/2024/1/012014 |
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| Abstract | With the development of manufacturing and society, a large amount of end-of-life products are generated but with reuse value. Therefore, it is of great significance to dismantle and reuse them. A robotic linear disassembly line plays an important role and promotes the disassembly efficiency in a disassembly process. In this work, we establish a mathematical model of a linear robotic disassembly line balancing problem, which requires the maximization of profit and minimization of energy consumption. Then, an improved ant lion optimizer is proposed to optimize the objectives of the multi-objective robotic disassembly line balancing problem. The experimental results show that the multi-objective ant lion optimizer has good performance, and the diversity and convergence are better than its peers. |
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| AbstractList | With the development of manufacturing and society, a large amount of end-of-life products are generated but with reuse value. Therefore, it is of great significance to dismantle and reuse them. A robotic linear disassembly line plays an important role and promotes the disassembly efficiency in a disassembly process. In this work, we establish a mathematical model of a linear robotic disassembly line balancing problem, which requires the maximization of profit and minimization of energy consumption. Then, an improved ant lion optimizer is proposed to optimize the objectives of the multi-objective robotic disassembly line balancing problem. The experimental results show that the multi-objective ant lion optimizer has good performance, and the diversity and convergence are better than its peers. |
| Author | Qin, Shujin Dong, ChengShun Liu, Peisheng Guo, Xi Wang Xu, Gongdan Qi, Liang |
| Author_xml | – sequence: 1 givenname: ChengShun surname: Dong fullname: Dong, ChengShun organization: College of Computer and Communication Engineering, Liaoning Petrochemical University , China – sequence: 2 givenname: Peisheng surname: Liu fullname: Liu, Peisheng organization: College of Computer and Communication Engineering, Liaoning Petrochemical University , China – sequence: 3 givenname: Xi Wang surname: Guo fullname: Guo, Xi Wang organization: College of Computer and Communication Engineering, Liaoning Petrochemical University , China – sequence: 4 givenname: Liang surname: Qi fullname: Qi, Liang organization: Department of Computer Intelligent Sci. & Tech., Shandong University of Science and Technology , China – sequence: 5 givenname: Shujin surname: Qin fullname: Qin, Shujin organization: College of Economics and Management, Shangqiu Normal University , China – sequence: 6 givenname: Gongdan surname: Xu fullname: Xu, Gongdan organization: Institute of System Engineering, Macao University of Science and Technology , China |
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| References | Seyedali (JPCS_2024_1_012014bib8) 2017; 46 Seyedali (JPCS_2024_1_012014bib9) 2015; 83 Fu (JPCS_2024_1_012014bib2) 2019; 7 Zhao (JPCS_2024_1_012014bib7) 2018; 5 McGovern (JPCS_2024_1_012014bib10) 2007; 179 Guo (JPCS_2024_1_012014bib1) 2016; 46 C. Kalayci (JPCS_2024_1_012014bib6) 2011 Wegener (JPCS_2024_1_012014bib3) 2015 Blum (JPCS_2024_1_012014bib4) 2003; 35 Mirjalili (JPCS_2024_1_012014bib5) 2014; 69 |
| References_xml | – volume: 179 start-page: 692 year: 2007 ident: JPCS_2024_1_012014bib10 article-title: A balancing method and genetic algorithm for disassembly line balancing publication-title: Eur. J. Oper. Res. doi: 10.1016/j.ejor.2005.03.055 – volume: 7 start-page: 53429 year: 2019 ident: JPCS_2024_1_012014bib2 article-title: Artificial-molecule-based chemical reaction optimization for flow shop scheduling problem with deteriorating and learning effects publication-title: IEEE Access doi: 10.1109/ACCESS.2019.2911028 – start-page: 34 year: 2011 ident: JPCS_2024_1_012014bib6 – start-page: 716 year: 2015 ident: JPCS_2024_1_012014bib3 article-title: Robot assisted disassembly for the recycling of electric vehicle batteries doi: 10.1016/j.procir.2015.02.051 – volume: 35 start-page: 268 year: 2003 ident: JPCS_2024_1_012014bib4 article-title: Metaheuristics in combinatorial optimization: Overview and conceptual comparison publication-title: ACM Comput. Surv. doi: 10.1145/937503.937505 – volume: 69 start-page: 46 year: 2014 ident: JPCS_2024_1_012014bib5 article-title: Grey wolf optimizer publication-title: Advances in engineering software doi: 10.1016/j.advengsoft.2013.12.007 – volume: 5 start-page: 794 year: 2018 ident: JPCS_2024_1_012014bib7 article-title: Modified Cuckoo Search Algorithm to Solve Economic Power Dispatch Optimization Problems [J] publication-title: IEEE/CAA Journal of Automatic Sinica doi: 10.1109/JAS.2018.7511138 – volume: 46 start-page: 2435 year: 2016 ident: JPCS_2024_1_012014bib1 article-title: Disassembly sequence optimization for large-scale products with multiresource constraints using scatter search and Petri nets publication-title: IEEE Trans. Cybern. doi: 10.1109/TCYB.2015.2478486 – volume: 83 start-page: 80 year: 2015 ident: JPCS_2024_1_012014bib9 article-title: The ant lion optimizer publication-title: Advances in engineering software doi: 10.1016/j.advengsoft.2015.01.010 – volume: 46 start-page: 79 year: 2017 ident: JPCS_2024_1_012014bib8 article-title: Multi-objective ant lion optimizer: a multi-objective optimization algorithm for solving engineering problems publication-title: Applied Intelligence doi: 10.1007/s10489-016-0825-8 |
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| Title | Multi-Objective Ant Lion Optimizer for Stochastic Robotic Disassembly Line Balancing Problem Subject to Resource Constraints |
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