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» Evolving heuristics with genetic programming
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RECOMB
2008
Springer
14 years 10 months ago
De Novo Sequencing of Nonribosomal Peptides
Abstract. While nonribosomal peptides (NRPs) are of tremendous pharmacological importance, there is currently no technology capable of highthroughput sequencing of NRPs. Difficulti...
Nuno Bandeira, Julio Ng, Dario Meluzzi, Roger G. L...
ECAL
2005
Springer
14 years 3 months ago
The Genetic Coding Style of Digital Organisms
Recently, all the human genes were identified. But understanding the functions coded in the genes is of course a much harder problem. We are used to view DNA as some sort of a comp...
Philip Gerlee, Torbjörn Lundh
GECCO
2005
Springer
140views Optimization» more  GECCO 2005»
14 years 3 months ago
CGP visits the Santa Fe trail: effects of heuristics on GP
GP uses trees to represent chromosomes. The user defines the representation space by defining the set of functions and terminals to label the nodes in the trees, and GP searches t...
Cezary Z. Janikow, Christopher J. Mann
AIR
2005
122views more  AIR 2005»
13 years 10 months ago
The Genetic Kernel Support Vector Machine: Description and Evaluation
The Support Vector Machine (SVM) has emerged in recent years as a popular approach to the classification of data. One problem that faces the user of an SVM is how to choose a kerne...
Tom Howley, Michael G. Madden
GECCO
2011
Springer
248views Optimization» more  GECCO 2011»
13 years 1 months ago
Size-based tournaments for node selection
In genetic programming, the reproductive operators of crossover and mutation both require the selection of nodes from the reproducing individuals. Both unbiased random selection a...
Thomas Helmuth, Lee Spector, Brian Martin