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학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
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연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2018.1
- 수록면
- 105 - 116 (12page)
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초록· 키워드
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In this study, we consider the assembly line balancing (ALB) problem which is known as an very important decision dealing with the optimal design of assembly lines. We consider ALB problems with soft constraints which are expected to be fulfilled, however they are not necessarily to be satisfied always and they are difficult to be presented in exact quantitative forms. In previous studies, most researches have dealt with hard constraints which should be satisfied at all time in ALB problems. In this study, we modify the mixed integer programming model of the problem introduced in the existing study where the problem was first considered. Based on the modified model, we propose a new algorithm using the genetic algorithm (GA). In the algorithm, new features like, a mixed initial population selection method composed of the random selection method and the elite solutions of the simple ALB problem, a fitness evaluation method based on achievement ratio are applied. In addition, we select the genetic operators and parameters which are appropriate for the soft assignment constraints through the preliminary tests. From the results of the computational experiments, it is shown that the proposed algorithm generated the solutions with the high achievement ratio of the soft constraints.
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참고문헌 (26)
참고문헌 신청
ALB-Research Group
Battaia, O. / 2013 / A taxonomy of line balancing problems and their solution approaches / Int. J. Production Economics 142(2):259~277
Becker, C. / 2006 / A survey on problems and methods in generalized assembly line balancing / European J. of Operational Research 168(3):694~715
Bukchin, J. / 2002 / Design of Fexible assembly line to minimize equipment cost / IIE Transactions 32(7):585~598
김찬우 / 2005 / 유전 알고리듬을 이용한 U형태 혼합모델에서의 작업시간과 육체적 작업부하를 고려한 최적 라인밸런싱 / 산업경영시스템학회지 28(3):98~108
Battaia, O. / 2013 / A taxonomy of line balancing problems and their solution approaches / Int. J. Production Economics 142(2):259~277
Becker, C. / 2006 / A survey on problems and methods in generalized assembly line balancing / European J. of Operational Research 168(3):694~715
Bukchin, J. / 2002 / Design of Fexible assembly line to minimize equipment cost / IIE Transactions 32(7):585~598
김찬우 / 2005 / 유전 알고리듬을 이용한 U형태 혼합모델에서의 작업시간과 육체적 작업부하를 고려한 최적 라인밸런싱 / 산업경영시스템학회지 28(3):98~108
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