Title: An improved BP algorithm based on evolutionary algorithm
Abstract: In this paper,an improved BP algorithm based on evolutionary algorithm (EBP) is proposed.this algorithm greatly improves the traditional BP algorithm and has many good characteristics by using evolutionary algorithm to solve the learning rate of BP algorithm,so it can make the learning rate adaptive and self-organization.The experiment results show that it has not only better accuracy and convergency by using EBP algorithm to solve function approximation problems,optimization problems and modeling,compared with traditional BP algorithm,but can also easier to overcome the disadvantages of traditional BP algorithm,such as getting into the local optimal solutions,shocking in the process of learning.
Publication Year: 2010
Publication Date: 2010-01-01
Language: en
Type: article
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Cited By Count: 1
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