Using genetic algorithms with grammar encoding to generate neural networks

E. Vonk; L.C. Jain; L.P.J. Veelenturf

doi:10.1109/ICNN.1995.488965

Using genetic algorithms with grammar encoding to generate neural networks

E. Vonk, L.C. Jain, L.P.J. Veelenturf

Research output: Contribution to conference › Paper

11 Citations (Scopus)

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Abstract

Kitano's approach to neural network design is extended in the sense that not just the neural network structure, but also the values of the weights are coded in the chromosome. Experimental results are presented demonstrating the capability of the technique in the solution of a standard test problem.

Original language	English
Pages	1928-1931
DOIs	https://doi.org/10.1109/ICNN.1995.488965
Publication status	Published - 1995
Event	1995 IEEE International Conference on Neural Networks, ICNN 1995 - University of Western Australia, Perth, Australia Duration: 27 Nov 1995 → 1 Dec 1995

Conference

Conference	1995 IEEE International Conference on Neural Networks, ICNN 1995
Abbreviated title	ICNN
Country/Territory	Australia
City	Perth
Period	27/11/95 → 1/12/95

Keywords

IR-56022

Access to Document

10.1109/ICNN.1995.488965

00488965

Cite this

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title = "Using genetic algorithms with grammar encoding to generate neural networks",

abstract = "Kitano's approach to neural network design is extended in the sense that not just the neural network structure, but also the values of the weights are coded in the chromosome. Experimental results are presented demonstrating the capability of the technique in the solution of a standard test problem.",

keywords = "IR-56022",

author = "E. Vonk and L.C. Jain and L.P.J. Veelenturf",

year = "1995",

doi = "10.1109/ICNN.1995.488965",

language = "English",

pages = "1928--1931",

note = "1995 IEEE International Conference on Neural Networks, ICNN 1995, ICNN ; Conference date: 27-11-1995 Through 01-12-1995",

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T1 - Using genetic algorithms with grammar encoding to generate neural networks

AU - Vonk, E.

AU - Jain, L.C.

AU - Veelenturf, L.P.J.

PY - 1995

Y1 - 1995

N2 - Kitano's approach to neural network design is extended in the sense that not just the neural network structure, but also the values of the weights are coded in the chromosome. Experimental results are presented demonstrating the capability of the technique in the solution of a standard test problem.

AB - Kitano's approach to neural network design is extended in the sense that not just the neural network structure, but also the values of the weights are coded in the chromosome. Experimental results are presented demonstrating the capability of the technique in the solution of a standard test problem.

KW - IR-56022

U2 - 10.1109/ICNN.1995.488965

DO - 10.1109/ICNN.1995.488965

M3 - Paper

SP - 1928

EP - 1931

T2 - 1995 IEEE International Conference on Neural Networks, ICNN 1995

Y2 - 27 November 1995 through 1 December 1995

ER -

Using genetic algorithms with grammar encoding to generate neural networks

Abstract

Conference

Keywords

Access to Document

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Cite this