The Study of Fast Learning Method of Network

• Main Authors: Yu-Chuang Liu, 劉育昌
• Other Authors: Rey-Chue Hwang
• Format: Others
• Language: zh-TW
• Published: 2006
• Online Access: http://ndltd.ncl.edu.tw/handle/92020499469415071408

碩士 === 義守大學 === 電機工程學系碩士班 === 94 === The aim of this research is trying to solve and overcome the shortcomings of neural network with traditional error back-propagation (BP) learning algorithm. The modified learning algorithm is basically developed by using the technique of linear optimal solution and BP learning way. Such a combinational learning method not only make neural model have faster learning speed, but also make neural model avoid to plunging into local minimum. In addition, how to effectively use the linear optimal solution technique in finding the optimal weights of neural network is also studied and analyzed.