- 유전자알고리즘을 적용한 위성고객할당 최적 설계
- ㆍ 저자명
- 김성수,김중현,김기동,이선엽,Kim. Sung-Soo,Kim. Choong-Hyun,Kim. Ki-Dong,Lee. Sun-Yeob
- ㆍ 간행물명
- 산업공학
- ㆍ 권/호정보
- 2006년|19권 4호|pp.300-305 (6 pages)
- ㆍ 발행정보
- 대한산업공학회
- ㆍ 파일정보
- 정기간행물| PDF텍스트
- ㆍ 주제분야
- 기타
The problem of assigning customers to satellite channels is considered in this paper. Finding an optimal allocation of customers to satellite channels is a difficult combinatorial optimization problem and is shown to be NP-complete in an earlier study. We propose a genetic algorithm (GA) approach to search for the best/optimal assignment of customers to satellite channels. Various issues related to genetic algorithms such as solution representation, selection methods, genetic operators and repair of invalid solutions are presented. A comparison of GA with CPLEX8.1 is presented to show the advantages of this approach in terms of computation time and solution quality.