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논문 리스트

2009
진화알고리즘을 이용한 선취적 다목표 양면조립라인 밸런싱 Two-sided assembly line balancing with preemptive multiple goals using an evolutionary algorithm
한국경영과학회
송원섭 외 1명
논문정보
Publisher
한국경영과학회지
Issue Date
2009-06-30
Keywords
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Citation
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Source
-
Journal Title
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Volume
34
Number
2
Start Page
101
End Page
111
DOI
ISSN
12251119
Abstract
This paper considers two-sided assembly line balancing with preemptive multiple goals. In the problem, three goals are taken into account in the following priority order:minimizing the number of mated-stations, achieving the goal level of workload smoothness, and maximizing the work relatedness. An evolutionary algorithm is used to solve the multiple goal problems. A new structure is presented in the algorithm, which is helpful to searching the solution satisfying the goals in the order of the priority. The proper evolutionary components such as encoding and decoding method, evaluation scheme, and genetic operators, which are specific to the problem being solved, are designed in order to improve the algorithm’s performance. The computational results show that the proposed algorithm is promising in the solution quality. Keyword:Two-Sided Assembly Line Balancing, Evolutionary Algorithm, Multiple Goals, Preemptive Priority

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이름 소속
송원섭 산업공학과