Optimal Structure of Wavelet Modular Wavelet Network Systems Using Genetic Algorithm

유전 알고리즘을 이용한 웨이브릿 모듈라 신경망의 최적 구조 설계

In order to approximate a nonlinear function, modular wavelet networks combining wavelet theory and modular concept based on single layer neural network have been proposed as an alternative to conventional wavelet neural networks and kind of modular network. Modular wavelet networks provide better approximating performance than conventional one. In this paper, we propose an effective method to construct an optimal modualr wavelet network using genetic algorithm. This is verified through experimental results.