진화전략과 DEA를 이용한 통합 물류 시스템 분석 방법

• 영문명: The Analysis Method of Integrated Logistic System using Evolution Strategies and Data Envelopment Analysis
• 발행기관: 한국시뮬레이션학회
• 저자명: 엄인섭(In-Sup Um) 이홍철(Hong-Chul Lee) 강정윤(Jeong-Yun Kang)
• 간행물 정보: 『한국시뮬레이션학회 논문지』제13권 제4호, 17~29쪽, 전체 13쪽
• 주제분류: 공학 > 기타공학
• 파일형태: PDF
• 발행일자: 2004.12.30

영문 초록

The focus of this study is to represent a methodology of analysis for integrated logistic system by means of the Evolution Strategies and Data Envelopment Analysis(DEA). The integrated logistic system is composed of AS/RS (Automated Storages and Retrieval System), AGVs(Automated Guided Vehicle System) and Conveyor System. We design the simulation alternatives with choosing the qualitative critical factors for the each subsystem. Evolution Strategies is used to optimize the quantitative critical factors and responses of each alternative. DEA is applied to measure the efficiency of the alternatives in order to select the optimal operation efficiency scheme. The method of analysis which combines Evolution Strategies with DEA can be used to analyze the qualitative and quantitative critical factors in the integrated logistic systems.

목차

1. 서론

2. 자동창고 (AS/RS)

3. AGV(Automated Guided Vehicle) 시스템

4. 통합 물류 시스템 모델

5. 시뮬레이션을 이용한 정량적 요소 최적화

6. DEA를 이용한 최종대안 선정

7. 결론 및 토의

참고문헌

키워드

Evolution Strategy Data Envelopment Analysis AS/RS AGVs