A Scatter Search Approach for Multiobjective Selective Disassembly Sequence Problem
Disassembly sequence has received much attention in recent years. This work proposes a multiobjective optimization of model for selective disassembly sequences and maximizing disassembly profit and minimizing disassembly time. An improved scatter search (ISS) is adapted to solve proposed multiobject...
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| Format: | Article |
| Language: | English |
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Wiley
2014-01-01
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| Series: | Discrete Dynamics in Nature and Society |
| Online Access: | http://dx.doi.org/10.1155/2014/756891 |
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| _version_ | 1832559441340268544 |
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| author | Xiwang Guo Shixin Liu |
| author_facet | Xiwang Guo Shixin Liu |
| author_sort | Xiwang Guo |
| collection | DOAJ |
| description | Disassembly sequence has received much attention in recent years. This work proposes a multiobjective optimization of model for selective disassembly sequences and maximizing disassembly profit and minimizing disassembly time. An improved scatter search (ISS) is adapted to solve proposed multiobjective optimization model, which embodies diversification generation of initial solutions, crossover combination operator, the local search strategy to improve the quality of new solutions, and reference set update method. To analyze the effect on the performance of ISS, simulation experiments are conducted on different products. The validity of ISS is verified by comparing the optimization effects of ISS and nondominated sorting genetic algorithm (NSGA-II). |
| format | Article |
| id | doaj-art-b87109b823d3439bb5c5f4c1523f0a1a |
| institution | Kabale University |
| issn | 1026-0226 1607-887X |
| language | English |
| publishDate | 2014-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Discrete Dynamics in Nature and Society |
| spelling | doaj-art-b87109b823d3439bb5c5f4c1523f0a1a2025-02-03T01:30:06ZengWileyDiscrete Dynamics in Nature and Society1026-02261607-887X2014-01-01201410.1155/2014/756891756891A Scatter Search Approach for Multiobjective Selective Disassembly Sequence ProblemXiwang Guo0Shixin Liu1State Key Laboratory of Synthetical Automation for Process Industries, College of Information Science and Engineering, Northeastern University, Shenyang 110819, ChinaState Key Laboratory of Synthetical Automation for Process Industries, College of Information Science and Engineering, Northeastern University, Shenyang 110819, ChinaDisassembly sequence has received much attention in recent years. This work proposes a multiobjective optimization of model for selective disassembly sequences and maximizing disassembly profit and minimizing disassembly time. An improved scatter search (ISS) is adapted to solve proposed multiobjective optimization model, which embodies diversification generation of initial solutions, crossover combination operator, the local search strategy to improve the quality of new solutions, and reference set update method. To analyze the effect on the performance of ISS, simulation experiments are conducted on different products. The validity of ISS is verified by comparing the optimization effects of ISS and nondominated sorting genetic algorithm (NSGA-II).http://dx.doi.org/10.1155/2014/756891 |
| spellingShingle | Xiwang Guo Shixin Liu A Scatter Search Approach for Multiobjective Selective Disassembly Sequence Problem Discrete Dynamics in Nature and Society |
| title | A Scatter Search Approach for Multiobjective Selective Disassembly Sequence Problem |
| title_full | A Scatter Search Approach for Multiobjective Selective Disassembly Sequence Problem |
| title_fullStr | A Scatter Search Approach for Multiobjective Selective Disassembly Sequence Problem |
| title_full_unstemmed | A Scatter Search Approach for Multiobjective Selective Disassembly Sequence Problem |
| title_short | A Scatter Search Approach for Multiobjective Selective Disassembly Sequence Problem |
| title_sort | scatter search approach for multiobjective selective disassembly sequence problem |
| url | http://dx.doi.org/10.1155/2014/756891 |
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