[1]LI Bo,QIU Feng.Simulation of the dynamic plant layout problem based on partheno genetic algorithm[J].CAAI Transactions on Intelligent Systems,2007,2(1):74-79.
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CAAI Transactions on Intelligent Systems[ISSN 1673-4785/CN 23-1538/TP] Volume:
2
Number of periods:
2007 1
Page number:
74-79
Column:
学术论文—智能系统
Public date:
2007-02-25
- Title:
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Simulation of the dynamic plant layout problem based on partheno genetic algorithm
- Author(s):
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LI Bo; QIU Feng
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School of Management,Tianjin University,Tianjin 300072, C hina
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- Keywords:
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DPLP; heuristic approach; PGA
- CLC:
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TP391.9
- DOI:
-
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- Abstract:
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A heuristic algorithm based on PGA was pro posed to solve the plant layout problem in flexible manufacturing systems. A new pos itionswitch genetic operator for DPLP was develo p ed. Positionswitch probability strategy on singleperiodlayout was used to inc rease individuals’ diversity. The effectiveness of proposed method is demonstra ted by simulation examples and comparison with other approaches. Proposed algori thm produces optimal solutions speedily and accurately and provides acceptable s olution in a reasonable time. Its performance is very good while considering bot h solution quality and computational time.