摘要
模糊神经网络是指利用神经网络结构来实现模糊逻辑推理,用神经网络实现模糊推理是为了融合两者的优点取得更好的推理效果,先用遗传算法对模糊神经控制器进行离线训练,然后用BP算法对模糊神经控制器进一步在线训练,仿真结果表明模糊神经控制器比模糊控制器取得了更好的控制效果。
Fuzzy neural network means using neural network architecture to realize fuzzy inference, and better performance can be achieved by fusing neuralnetwork and fuzzy reasoning. First, adopts genetic algorithm to train the fuzzy neural network off- line. Next BP algorithm is employed to train the fuzzy neural controller on - line. Simulation results show that the fuzzy neural controller out performs the fuzzy controller.
出处
《煤矿机械》
北大核心
2007年第3期129-131,共3页
Coal Mine Machinery
关键词
模糊推理
神经网络
遗传算法
fuzzy inference
neural network
genetic algorithm
