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ICGA
1993

140views Optimization» more ICGA 1993»

Expected Allele Coverage and the Role of Mutation in Genetic Algorithms

13 years 11 months ago

It is part of the traditional lore of genetic algorithms that low mutation rates lead to efficient search of the solution space, while high mutation rates result in diffusion of s...

David M. Tate, Alice E. Smith

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33

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ICGA
1993

145views Optimization» more ICGA 1993»

Genetic Programming of Minimal Neural Nets Using Occam's Razor

13 years 11 months ago

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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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23

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ICGA
1993

96views Optimization» more ICGA 1993»

Dynamic Control of Genetic Algorithms in a Noisy Environment

13 years 11 months ago

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In this paper, we present e cient algorithms for adjusting con guration parameters of genetic algorithms that operate in a noisy environment. Assuming that the population size is ...

Akiko N. Aizawa, Benjamin W. Wah

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36

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ICGA
1993

296views Optimization» more ICGA 1993»

A Genetic Algorithm Applied to the Maximum Flow Problem

13 years 11 months ago

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A genetic algorithms is applied to find a maximum flow from the source to sink in a weighted directed graph, where the weight associated with each edge represents its flow capacit...

Toshinori Munakata, David J. Hashier

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