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EUROGP
2010
Springer
167views Optimization» more  EUROGP 2010»
13 years 12 months ago
An Analysis of Genotype-Phenotype Maps in Grammatical Evolution
We present an analysis of the genotype-phenotype map in Grammatical Evolution (GE). The standard map adopted in GE is a depth-first expansion of the non-terminal symbols during the...
David Fagan, Michael O'Neill, Edgar Galván ...
EVOW
2010
Springer
14 years 3 months ago
Evolving Dynamic Trade Execution Strategies Using Grammatical Evolution
Abstract. Although there is a plentiful literature on the use of evolutionary methodologies for the trading of financial assets, little attention has been paid to potential use of...
Wei Cui, Anthony Brabazon, Michael O'Neill
EUROGP
2008
Springer
14 years 19 days ago
Exposing a Bias Toward Short-Length Numbers in Grammatical Evolution
Many automatically-synthesized programs have, like their hand-made counterparts, numerical parameters that need to be set properly before they can show an acceptable performance. H...
Marco Antonio Montes de Oca
CEC
2010
IEEE
13 years 12 months ago
Interactive interpolating crossover in grammatical evolution
Interactive interpolating crossover allows a user to quickly see a large number of individuals formed by interactively-controlled interpolation between two or more parents. We stud...
James McDermott, Michael O'Neill, Anthony Brabazon
IJON
2008
88views more  IJON 2008»
13 years 11 months ago
Neural network construction and training using grammatical evolution
The term neural network evolution usually refers to network topology evolution leaving the network's parameters to be trained using conventional algorithms. In this paper we ...
Ioannis G. Tsoulos, Dimitris Gavrilis, Euripidis G...