논문 국내 국내일반학술지 A genetic algorithm for determining the optimal operating polices in an integrated-automated manufacturing system
- 학술지 구분 국내일반학술지
- 게재년월 1999-01
- 저자명 임준묵단독
- 학술지명 Journal of the Korea Industiral Information Systems Society
- 발행처명 한국산업정보시스템학회
- 발행국가 국내
- 논문언어 한국어
- 전체저자수 1
홈페이지논문 초록 (Abstract)
We consider a Direct Input Output Manufacturing System(DIOMS) which has a munber of machine centers placed along a built-in Automated Storage/Retrieval System(AS/RS). The Storage/Retrieval (S/R) machine handles parts placed on pallets for the machine centers located at either one or both sides of the As/Rs. This report studies the operational aspect of DIOMS and determines the optimal operating policy by combining computer simulation and genetic algorithm. The operational problem includes: input sequencing control, dispatching rule of the S/R machine, machine center-based part type selection rule, and storage assignment policy. For each operating policy, several different policies are considered based on the known research results. In this report, using the computer simulation and genetic algorithm we suggest a method which gives the optimal configuration of operating policies within reasonable computation time.