대한전기학회:학술대회논문집 (Proceedings of the KIEE Conference)
- 대한전기학회 2005년도 학술대회 논문집 정보 및 제어부문
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- Pages.622-624
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- 2005
유전자 알고리즘을 이용한 퍼지 시계열예측 방법에 관한 연구
A Study on Fuzzy Time Series Prediction Method using the Genetic Algorithm
- 발행 : 2005.10.28
초록
This paper proposes a time series prediction method for the nonllinear system using the fuzzy system and its genetic algorithm, At first, we obtain the optimal fuzzy membership function using the genetic algorithm. With the optimal fuzzy rules and its input differences, a better time prediction series system may be obtained. We obtain a good result for the time prediction of the electric load.