基于单纯形优化学习算法的前向神经网络电机模型辨识

刘卫国; 马瑞卿; 窦满锋; 戴冠中

刘卫国, 马瑞卿, 窦满锋, 戴冠中. 基于单纯形优化学习算法的前向神经网络电机模型辨识[J]. 信息与控制, 1998, 20(5): 381-385.

引用本文:

刘卫国, 马瑞卿, 窦满锋, 戴冠中. 基于单纯形优化学习算法的前向神经网络电机模型辨识[J]. 信息与控制, 1998, 20(5): 381-385.

LIU Weiguo, MA Ruiqin, DOU Manfeng, DAI Guanzhong. MOTOR IDENTIFICATION OF FORWORD NEURAL NETWORK BASED ON SIMPLEX METHOD OPTIMIZATION METHOD[J]. INFORMATION AND CONTROL, 1998, 20(5): 381-385.

Citation:

LIU Weiguo, MA Ruiqin, DOU Manfeng, DAI Guanzhong. MOTOR IDENTIFICATION OF FORWORD NEURAL NETWORK BASED ON SIMPLEX METHOD OPTIMIZATION METHOD[J]. INFORMATION AND CONTROL, 1998, 20(5): 381-385.

基于单纯形优化学习算法的前向神经网络电机模型辨识

MOTOR IDENTIFICATION OF FORWORD NEURAL NETWORK BASED ON SIMPLEX METHOD OPTIMIZATION METHOD

摘要

摘要: 研究了基于单纯形优化学习算法的前向神经网络，并将其用于无刷直流电动机数学模形的动态辨识，在实现全局最小和改善学习性能方面获得良好效果．

Abstract: This paper discusses the forword neural network based on Simplex Method optimization method and uses it to identify the model of a brushless DC motor. The results are satisfactory for obtaining global minimal point and improving the learning performance.

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