대한전기학회:학술대회논문집 (Proceedings of the KIEE Conference)
- 대한전기학회 1996년도 하계학술대회 논문집 B
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- Pages.826-828
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- 1996
유전 알고리즘의 예방 정비 계획에의 적용
An Application of Genetic Algorithm to the Preventative Maintenance Scheduling
- Park, Young-Moon (College of Elec. Eng., Seoul National University) ;
- Jhong, Man-Ho (College of Elec. Eng., Seoul National University)
- 발행 : 1996.07.22
초록
Genetic Algorithm(GA) is a searching or optimizing algorithm based on natural evolution principle. GA has demonstrated considerable success in providing good solutions to many nonlinear, multi-dimensional optimization problems. The preventative maintenance scheduling is a kind of dynamic optimization problem with constraints. This paper applies GA to the preventative maintenance scheduling problem. In the case study, we can get the preventative maintenance scheduling of 3-generators during 8 weeks using GA. It is shown that GA can be available to the preventative maintenance scheduling problem.
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