Sensitivity Analysis of the Multilayer Perceptron due to the Errors of the Inputs and Weights & Improvements in BP and ES Algorithms

博士 === 國立中央大學 === 電機工程研究所 === 96 === Multilayer Perceptron (MLP) is often used in some algorithms such as Back-Propagation (BP) algorithm, Evolutionary algorithm (EA), Extreme Learning Machine (ELM) algorithm, etc. Among these algorithms, BP and EA algorithms are more commonly operated in MLP struct...

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Bibliographic Details
Main Authors: Sheng-Sung Yang, 楊盛松
Other Authors: Chia-Lu Ho
Format: Others
Language:en_US
Published: 2007
Online Access:http://ndltd.ncl.edu.tw/handle/15489460113516238214