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GECCO
2005
Springer
195views Optimization» more  GECCO 2005»
14 years 1 months ago
Evolutionary strategies for multi-scale radial basis function kernels in support vector machines
In support vector machines (SVM), the kernel functions which compute dot product in feature space significantly affect the performance of classifiers. Each kernel function is suit...
Tanasanee Phienthrakul, Boonserm Kijsirikul
GECCO
2004
Springer
212views Optimization» more  GECCO 2004»
14 years 1 months ago
An Evolutionary Autonomous Agent with Visual Cortex and Recurrent Spiking Columnar Neural Network
Spiking neural networks are computationally more powerful than conventional artificial neural networks. Although this fact should make them especially desirable for use in evoluti...
Rich Drewes, James B. Maciokas, Sushil J. Louis, P...
EUROCAST
2003
Springer
154views Hardware» more  EUROCAST 2003»
14 years 1 months ago
Personalized Guided Routes in an Adaptive Evolutionary Hypermedia System
In this paper we describe an adaptation method for adaptive hypermedia systems, consisting in personalized guided routes for the SEM-HP model. SEM-HP is a layered, systemic, semant...
Nuria Medina-Medina, Fernando Molina-Ortiz, Lina G...
EVOW
2003
Springer
14 years 1 months ago
Landscape State Machines: Tools for Evolutionary Algorithm Performance Analyses and Landscape/Algorithm Mapping
Abstract. Many evolutionary algorithm applications involve either fitness functions with high time complexity or large dimensionality (hence very many fitness evaluations will typi...
David Corne, Martin J. Oates, Douglas B. Kell
GECCO
2003
Springer
165views Optimization» more  GECCO 2003»
14 years 1 months ago
An Evolutionary Approach for Molecular Docking
We have developed an evolutionary approach for the flexible docking that is now an important component of a rational drug design. This automatic docking tool, referred to as the G...
Jinn-Moon Yang