상세정보
학술지
Hybrid Genetic Algorithm for the Group Technology Economic Lot Scheduling Problem
- 저자
- 문일경, 차병철, 배희철
- 발행일
- 200611
- 출처
- International Journal of Production Research, v.44 no.21, pp.4551-4568
- ISSN
- 0020-7543
- 출판사
- Taylor & Francis
- 협약과제
- 06ME1100, 실시간 우편물류기술개발, 김완석
- 초록
- The concept of group technology has been successfully applied to many production systems, including flexible manufacturing systems. In this paper we apply group technology principles to the economic lot scheduling problem, which has been studied for over 40 years. We develop a heuristic algorithm and a hybrid genetic algorithm for the group technology economic lot scheduling problem. Numerical experiments show that the developed algorithms outperform the existing heuristics.
- KSP 제안 키워드
- Flexible manufacturing systems, Heuristic algorithm, Numerical experiments, Production system, economic lot scheduling problem, group technology, hybrid genetic algorithm