146 search results - page 6 / 30 » A Comparison of Bloat Control Methods for Genetic Programmin... |
GECCO
2010
Springer
14 years 13 days ago
2010
Springer
Abstract. We discuss the problem of model selection in Genetic Programming using the framework provided by Statistical Learning Theory, i.e. Vapnik-Chervonenkis theory (VC). We pre...
CEC
2008
IEEE
14 years 2 months ago
2008
IEEE
— In the early days a policy was a set of simple rules with a clear intuitive motivation that could be formalised to good effect. However the world is now much more complex. Subt...
GECCO
2007
Springer
13 years 11 months ago
2007
Springer
Genetic Programming was first introduced by Koza using tree representation together with a crossover technique in which random sub-branches of the parents' trees are swapped ...
GECCO
2004
Springer
14 years 1 months ago
2004
Springer
In this paper, we compare the performance of hierarchical GP methods (Automatically Defined Functions, Module Acquisition, Adaptive Representation through Learning) with the canon...
EUROGP
2004
Springer
14 years 1 months ago
2004
Springer
Despite considerable progress in GP over the past 10 years, there are many outstanding challenges that need to be addressed before it will be widely deployed for developing useful ...