Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 1996.07b
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- Pages.826-828
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- 1996
An Application of Genetic Algorithm to the Preventative Maintenance Scheduling
유전 알고리즘의 예방 정비 계획에의 적용
- Park, Young-Moon (College of Elec. Eng., Seoul National University) ;
- Jhong, Man-Ho (College of Elec. Eng., Seoul National University)
- Published : 1996.07.22
Abstract
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.
Keywords