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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2010.1
- 수록면
- 48 - 55 (8page)
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초록· 키워드
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Reliability has been considered as a one of the major design measures in various industrial and military systems. The main objective is to suggest a mathematical programming model and a hybrid parallel genetic algorithm(HPGA) for the problem that determines the optimal component reliability to maximize the system reliability under cost constraint in this study. Reliability optimization problem has been known as a NP-hard problem and normally formulated as a mixed binary integer programming model. Component structure, reliability, and cost were computed by using HPGA and compared with the results of existing meta-heuristic such as Ant Colony Optimization(ACO), Simulated Annealing(SA), Tabu Search(TS)and Reoptimization Procedure. The global optimal solutions of each problem are obtained by using CPLEX 11.1. The results of suggested algorithm give the same or better solutions than existing algorithms, because the suggested algorithm could paratactically evolved by operating several sub-populations and improving solution through swap and 2-opt processes.
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참고문헌 (8)
참고문헌 신청
Garey,M / 1976 / Computers and Intractability： A Guide to the Theory of NP-Completeness / W. H. Freeman and Company
Gen,M / 1993 / Reliability Optimization Problems：A Novel Genetic Algorithm Approach
Kim,H.G / 2004 / A Simulated Annealing Algorithm for the Optimal Reliability Design Problem of a Series System with Component Choices / IE Interfaces 17 (Special Edition) : 6
Kuo,W / 2001 / Optimal Reliability Design：Fundamentals and Applications / Cambridge University Press
Nahas,N / 2005 / Ant System for Reliability Optimization of a Series System with Multiple Choice and Budget Constraints / Reliability Engineering and System Safety 87 (1) : 1
Gen,M / 1993 / Reliability Optimization Problems：A Novel Genetic Algorithm Approach
Kim,H.G / 2004 / A Simulated Annealing Algorithm for the Optimal Reliability Design Problem of a Series System with Component Choices / IE Interfaces 17 (Special Edition) : 6
Kuo,W / 2001 / Optimal Reliability Design：Fundamentals and Applications / Cambridge University Press
Nahas,N / 2005 / Ant System for Reliability Optimization of a Series System with Multiple Choice and Budget Constraints / Reliability Engineering and System Safety 87 (1) : 1
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