유전알고리즘과 시뮬레이션을 이용한 유연생산시스템에서의 최적 버퍼 할당에 관한 연구

• 영문명: The Study for Optimal Buffer Allocation in FMS Using Genetic Algorithm and Simulation
• 발행기관: 한국시뮬레이션학회
• 저자명: 이용균(Yong Kyun Lee) 김경섭(Kyung Sup Kim)
• 간행물 정보: 『한국시뮬레이션학회 논문지』제10권 제4호, 65~75쪽, 전체 11쪽
• 주제분류: 공학 > 기타공학
• 파일형태: PDF
• 발행일자: 2001.12.31

영문 초록

This study presents a heuristic algorithm for buffer allocation in FMS(Flexible Manufacturing System). The buffers, which are finite resources in FMS, are responsible for improvement of an overall system utilization. But, until now, the study for buffer allocation in FMS are rarely conducted because of the complexity in FMS. Most studies for buffer allocation had been addressed to the simple production line system. The presented algorithm uses a simulation for the description of system complexity and uses a genetic algorithm for finding better buffer allocation. Lastly, we compare performance of the presented algorithm with that of a simple heuristic, and analyze the experiment results.

목차

1. 서론

2. 버퍼개념 및 연구배경

3. 알고리즘

4. 실험결과 및 분석

5. 결론 및 향후 연구과제

참고문헌