Genetic Programming method

41

ICGA
1993

145views Optimization» more ICGA 1993»

Genetic Programming of Minimal Neural Nets Using Occam's Razor

14 years 1 months ago

A genetic programming method is investigated for optimizing both the architecture and the connection weights of multilayer feedforward neural networks. The genotype of each networ...

Byoung-Tak Zhang, Heinz Mühlenbein

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40

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PRICAI
2004
Springer

141views Artificial Intelligence» more PRICAI 2004»

Power of Brute-Force Search in Strongly-Typed Inductive Functional Programming Automation

14 years 5 months ago

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Abstract. A successful case of applying brute-force search to functional programming automation is presented and compared with a conventional genetic programming method. From the i...

Susumu Katayama

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38

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EUROGP
2004
Springer

129views Optimization» more EUROGP 2004»

Evolution and Acquisition of Modules in Cartesian Genetic Programming

14 years 5 months ago

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The paper presents for the first time automatic module acquisition and evolution within the graph based Cartesian Genetic Programming method. The method has been tested on a set of...

James Alfred Walker, Julian Francis Miller

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