지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2011.12
- 수록면
- 119 - 125 (7page)
이용수
초록· 키워드
오류제보하기
The part family (PF) formation in a cellular manufacturing has been a key issue for the successful implementation of Group Technology (GT). Basically, a part has two different attributes; i.e., design and manufacturing. The respective similarity in both attributes is often conflicting each other. However, the two attributes should be taken into account appropriately in order for the PF to maximize the benefits of the GT implementation. This paper proposes a clustering algorithm which considers the two attributes simultaneously based on pareto optimal theory. The similarity in each attribute can be represented as two individual objective functions. Then, the resulting two objective functions are properly combined into a pareto fitness function which assigns a single fitness value to each solution based on the two objective functions. A GA is used to find the pareto optimal set of solutions based on the fitness function. A set of hypothetical parts are grouped using the proposed system. The results show that the proposed system is very promising in clustering with multiple objectives.
목차
Abstract
1. Introduction
2. Genetic Algorithm
3. Numerical Illustration
4. Conclusions
References
참고문헌 (7)
참고문헌 신청
1. [학술대회논문] - Cho, J.B. / 2010 / The Optimization of Multi-Objective Supply Chain Network Using Priority Based GA / Proceedings of the KIIE/KORMS Spring Joint Conference
2. [학술대회논문] - Joines, J.A. / 1999 / Manufacturing Cell Design Using Hybrid Genetic Algorithms / Proceedings of the Second Asia‐Pacific Conference on Industrial Engineering and Management System
3. [학술지(정기간행물)] - 이성열 / 2009 / PS-NC Genetic Algorithm Based Multi Objective Process Routing / 한국산업정보학회논문지 14 (4) : 1 ~ 7
4. [학술지(정기간행물)] - Lee, S.Y. / 1999 / Grouping Parts on Geometrical Shapes and Manufacturing Attributes using a Neural Network / Journal of Intelligent Manufacturing 10 : 199 ~ 209
5. [단행본] - Michalewicz, Z. / 1992 / Genetic Algorithms + Data Structures = Evolution Programs / Springer‐Verlag
2. [학술대회논문] - Joines, J.A. / 1999 / Manufacturing Cell Design Using Hybrid Genetic Algorithms / Proceedings of the Second Asia‐Pacific Conference on Industrial Engineering and Management System
3. [학술지(정기간행물)] - 이성열 / 2009 / PS-NC Genetic Algorithm Based Multi Objective Process Routing / 한국산업정보학회논문지 14 (4) : 1 ~ 7
4. [학술지(정기간행물)] - Lee, S.Y. / 1999 / Grouping Parts on Geometrical Shapes and Manufacturing Attributes using a Neural Network / Journal of Intelligent Manufacturing 10 : 199 ~ 209
5. [단행본] - Michalewicz, Z. / 1992 / Genetic Algorithms + Data Structures = Evolution Programs / Springer‐Verlag
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UCI(KEPA) : I410-ECN-0101-2014-004-001139483