A Study on Fuzzy Time Series Prediction Method using the Genetic Algorithm

유전자 알고리즘을 이용한 퍼지 시계열예측 방법에 관한 연구

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.