대한안전경영과학회:학술대회논문집 (Proceedings of the Safety Management and Science Conference)
- 대한안전경영과학회 2005년도 춘계학술대회
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- Pages.523-534
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- 2005
유전알고리듬을 이용한 혼합모델 조립라인의 작업할당과 투입 순서 결정
Balancing and Sequencing of Mixed Model Assembly Lines Using A Genetic Algorithm
초록
This paper is concerned with the integrated problem of line balancing and model sequencing in mixed model assembly lines(MMALBS), which is important to efficient utilization of the lines. In the problem, we deal with the objective of minimizing the overall line length To apply the GAs to MMALBS problems, we suggest a GA representation which suitable for its problems, an efficient decoding technique for the objective, and genetic operators which produce feasible offsprings. Extensive experiments are carried out to analyze the performance of the proposed algorithm. The computational results show that our algorithm is promising in solution quality.
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