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» Relaxed genetic programming
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146
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GECCO
2006
Springer
135views Optimization» more  GECCO 2006»
15 years 7 months ago
Characterizing the dynamics of symmetry breaking in genetic programming
This paper introduces a metric that measures symmetry in tree graphs, which allows for a statistical characterization of GP solutions by their architectural "shapes." A ...
Jason M. Daida
118
Voted
GECCO
2008
Springer
136views Optimization» more  GECCO 2008»
15 years 4 months ago
On the genetic programming of time-series predictors for supply chain management
Single and multi-step time-series predictors were evolved for forecasting minimum bidding prices in a simulated supply chain management scenario. Evolved programs were allowed to ...
Alexandros Agapitos, Matthew Dyson, Jenya Kovalchu...
118
Voted
CEC
2003
IEEE
15 years 9 months ago
Homology gives size control in genetic programming
Abstract- The Maximum Homologous Crossover attempts to preserve similar structures from parents by aligning them according to their homology. In this paper, it is successfully test...
Michael Defoin-Platel, Manuel Clergue, Philippe Co...
84
Voted
EUROGP
2009
Springer
15 years 10 months ago
A Rigorous Evaluation of Crossover and Mutation in Genetic Programming
David Robert White, Simon M. Poulding
164
Voted
EUROGP
2009
Springer
130views Optimization» more  EUROGP 2009»
15 years 10 months ago
One-Class Genetic Programming
One-class classification naturally only provides one-class of exemplars, the target class, from which to construct the classification model. The one-class approach is constructed...
Robert Curry, Malcolm I. Heywood