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» An Introduction to Evolutionary Programming
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JMM2
2008
64views more  JMM2 2008»
14 years 9 months ago
Predict Your Child: a System to Suggest the Facial Appearance of Children
We have developed a novel software program called `Predict Your Child' that, given photographs of potential parent faces, generates plausible looking children. The parent phot...
Charlie D. Frowd, Vicki Bruce, Helen Y. Chang, Yvo...
100
Voted
NC
2002
210views Neural Networks» more  NC 2002»
14 years 9 months ago
Recent approaches to global optimization problems through Particle Swarm Optimization
This paper presents an overview of our most recent results concerning the Particle Swarm Optimization (PSO) method. Techniques for the alleviation of local minima, and for detectin...
Konstantinos E. Parsopoulos, Michael N. Vrahatis
ICANNGA
2007
Springer
153views Algorithms» more  ICANNGA 2007»
15 years 3 months ago
Automatic Design of ANNs by Means of GP for Data Mining Tasks: Iris Flower Classification Problem
This paper describes a new technique for automatically developing Artificial Neural Networks (ANNs) by means of an Evolutionary Computation (EC) tool, called Genetic Programming (G...
Daniel Rivero, Juan R. Rabuñal, Julian Dora...
114
Voted
GECCO
2005
Springer
150views Optimization» more  GECCO 2005»
15 years 3 months ago
A GA for maximum likelihood phylogenetic inference using neighbour-joining as a genotype to phenotype mapping
Evolutionary relationships among species can be represented by a phylogenetic tree and inferred by optimising some measure of fitness, such as the statistical likelihood of the t...
Leon Poladian
GECCO
2004
Springer
117views Optimization» more  GECCO 2004»
15 years 2 months ago
Alternative Bloat Control Methods
Abstract. Bloat control is an important aspect of evolutionary computation methods, such as genetic programming, which must deal with genomes of arbitrary size. We introduce three ...
Liviu Panait, Sean Luke