Journal of the Korean Institute of Telematics and Electronics B (전자공학회논문지B)
- Volume 33B Issue 4
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- Pages.191-200
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- 1996
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- 1016-135X(pISSN)
Fuzzy Neural Network with Rule Generaton Nased on Back-Propagation Algorithm
학습기능을 갖는 자동 규칙 생성 퍼지 신경망
Abstract
This paper presetns a new fuzzy neural network for fuzzy modeling.The fuzzy neural network is composed of 4 layers and then odes of each layer represent the each step of the if-then fuzzy inference. A heuristic based on the back-propagation algorithm is proposed to ajdust the parameters of the fuzzy nerual network. We prove the feasibility of the network using the experiments on modeling a nonlinear mathematical system and the comparison with previous research.
Keywords