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ICGA
1993
145views Optimization» more  ICGA 1993»
14 years 25 days ago
Genetic Programming of Minimal Neural Nets Using Occam's Razor
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
ICGA
1993
140views Optimization» more  ICGA 1993»
14 years 25 days ago
Expected Allele Coverage and the Role of Mutation in Genetic Algorithms
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
ICGA
1993
296views Optimization» more  ICGA 1993»
14 years 25 days ago
A Genetic Algorithm Applied to the Maximum Flow Problem
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
ICGA
1993
157views Optimization» more  ICGA 1993»
14 years 25 days ago
Optimal Interaction of Mutation and Crossover in the Breeder Genetic Algorithm
The dynamic behavior of mutation and crossover is investigated with the Breeder Genetic Algorithm. The main emphasis is on binary functions. The genetic operators are compared nea...
Heinz Mühlenbein, Dirk Schlierkamp-Voosen
ICGA
1993
82views Optimization» more  ICGA 1993»
14 years 25 days ago
Genetic Algorithms for Vertex Splitting in DAGs
Matthias Mayer, Fikret Erçal
ICGA
1993
88views Optimization» more  ICGA 1993»
14 years 25 days ago
Reducing Epistasis in Combinatorial Problems by Expansive Coding
David Beasley, David R. Bull, Ralph R. Martin