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» Population Implosion in Genetic Programming
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GECCO
2004
Springer
14 years 4 months ago
Virtual Ramping of Genetic Programming Populations
Abstract. Genetic Programming often uses excessive computational resources because the population size and the maximum number of generations per run are not optimized. We have deve...
Thomas Fernandez
EUROGP
2000
Springer
14 years 2 months ago
Seeding Genetic Programming Populations
We show genetic programming (GP) populations can evolve under the influence of a Pareto multi-objective fitness and program size selection scheme, from "perfect" programs...
William B. Langdon, Peter Nordin
GECCO
2008
Springer
109views Optimization» more  GECCO 2008»
13 years 12 months ago
Fine-grained population diversity estimation for genetic programming based structure identification
Stephan M. Winkler, Michael Affenzeller, Stefan Wa...

Publication
141views
12 years 9 months ago
Measures of Diversity for Populations and Distances Between Individuals with Highly Reorganizable Genomes
In this paper we address the problem of defining a measure of diversity for a population of individuals whose genome can be subjected to major reorganizations during the evolution...
Claudio Mattiussi, Markus Waibel, Dario Floreano
EUROGP
2000
Springer
107views Optimization» more  EUROGP 2000»
14 years 2 months ago
Using Factorial Experiments to Evaluate the Effect of Genetic Programming Parameters
Abstract. Statistical techniques for designing and analysing experiments are used to evaluate the individual and combined effects of genetic programming parameters. Three binary cl...
Robert Feldt, Peter Nordin