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EUROGP
2007
Springer
145views Optimization» more  EUROGP 2007»
14 years 1 months ago
GP Classifier Problem Decomposition Using First-Price and Second-Price Auctions
This work details an auction-based model for problem decomposition in Genetic Programming classification. The approach builds on the population-based methodology of Genetic Progra...
Peter Lichodzijewski, Malcolm I. Heywood
GECCO
2006
Springer
156views Optimization» more  GECCO 2006»
14 years 25 days ago
Improving GP classifier generalization using a cluster separation metric
Genetic Programming offers freedom in the definition of the cost function that is unparalleled among supervised learning algorithms. However, this freedom goes largely unexploited...
Ashley George, Malcolm I. Heywood
GECCO
2008
Springer
135views Optimization» more  GECCO 2008»
13 years 10 months ago
Evolving sequence patterns for prediction of sub-cellular locations of eukaryotic proteins
A genetic algorithm (GA) is utilised to discover known and novel PROSITE-like sequence templates that can be used to classify the sub-cellular location of eukaryotic proteins. Whi...
Greg Paperin
ICCS
2007
Springer
14 years 3 months ago
Genetic Algorithmic Topology Control for Two-Tiered Wireless Sensor Networks
This paper proposes an optimized topology control scheme
Donghwan Lee, Wonjun Lee, Joongheon Kim
GECCO
2006
Springer
154views Optimization» more  GECCO 2006»
14 years 25 days ago
Spectral techniques for graph bisection in genetic algorithms
Various applications of spectral techniques for enhancing graph bisection in genetic algorithms are investigated. Several enhancements to a genetic algorithm for graph bisection a...
Jacob G. Martin