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Load Scheduling Using a Genetic Algorithm in Port Container Terminals
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  • Load Scheduling Using a Genetic Algorithm in Port Container Terminals
  • Load Scheduling Using a Genetic Algorithm in Port Container Terminals
저자명
김갑환,김기영,고창성,Kim. Kap-Hwan,Kim. Ki-Young,Ko. Chang-Seong
간행물명
대한산업공학회지
권/호정보
1997년|23권 4호|pp.645-660 (16 pages)
발행정보
대한산업공학회
파일정보
정기간행물|ENG|
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이 논문은 한국과학기술정보연구원과 논문 연계를 통해 무료로 제공되는 원문입니다.
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기타언어초록

An application of the genetic algorithm(GA) to the loading sequencing problem in port container terminals is presented in this paper. The efficiency of loading operations in port container terminals is highly dependent on the loading sequence of export containers. In order to sequence the loading operation, we hove to determine the route of each container handling equipment (transfer crane or straddle carried in the yard during the loading operation. The route of a container handling equipment is determined in a way of minimizing the total container handling time. An encoding method is developed which keeps intermediate solutions feasible and speeds up the evolution process. We determine the sequence of each individual container which the container handling equipment picks up at each yard-bay as well as the visiting sequence of yard-bays of the equipment during the loading operation. A numerical experiment is carried out to evaluate the performance of the algorithm developed.