Evolving Artificial Neural Networks

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Evolving Artificial Neural Networks (1999)

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by Xin Yao

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573 - 6 self

BibTeX

@MISC{Yao99evolvingartificial,
    author = {Xin Yao},
    title = {Evolving Artificial Neural Networks},
    year = {1999}
}

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Abstract

This paper: 1) reviews different combinations between ANN's and evolutionary algorithms (EA's), including using EA's to evolve ANN connection weights, architectures, learning rules, and input features; 2) discusses different search operators which have been used in various EA's; and 3) points out possible future research directions. It is shown, through a considerably large literature review, that combinations between ANN's and EA's can lead to significantly better intelligent systems than relying on ANN's or EA's alone

Keyphrases

artificial neural network various ea different combination ann connection weight intelligent system input feature discus different search operator evolutionary algorithm possible future research direction large literature review

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