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» Homologous Crossover in Genetic Programming
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BMCBI
2007
144views more  BMCBI 2007»
13 years 6 months ago
Motif kernel generated by genetic programming improves remote homology and fold detection
Background: Protein remote homology detection is a central problem in computational biology. Most recent methods train support vector machines to discriminate between related and ...
Tony Håndstad, Arne J. H. Hestnes, Pål...
ICGA
1997
102views Optimization» more  ICGA 1997»
13 years 8 months ago
An Experimental Analysis of Schema Creation, Propagation and Disruption in Genetic Programming
In this paper we first review the main results in the theory of schemata in Genetic Programming (GP) and summarise a new GP schema theory which is based on a new definition of s...
Riccardo Poli, William B. Langdon
DAGSTUHL
2006
13 years 8 months ago
On Complexity of Optimized Crossover for Binary Representations
We consider the computational complexity of producing the best possible offspring in a crossover, given two solutions of the parents. The crossover operators are studied on the cla...
Anton V. Eremeev
GECCO
2005
Springer
114views Optimization» more  GECCO 2005»
14 years 6 days ago
Exploiting disruption aversion to control code bloat
The authors employ multiple crossovers as a novel natural extension to crossovers as a mixing operator. They use this as a framework to explore the ideas of code growth. Empirical...
Jason Stevens, Robert B. Heckendorn, Terence Soule