58 search results - page 2 / 12 » A Cooperative Coevolutionary Approach to Function Optimizati... |
EUROGP
2004
Springer
13 years 9 months ago
2004
Springer
Abstract. In this paper we conduct a comparative study between hybrid methods to optimize multilayer perceptrons: a model that optimizes the architecture and initial weights of mul...
GECCO
2005
Springer
13 years 11 months ago
2005
Springer
Cooperative co-evolution is often used to solve difficult optimization problems by means of problem decomposition. Its performance for such tasks can vary widely from good to disa...
MCS
2007
Springer
13 years 11 months ago
2007
Springer
Abstract. A new optimization technique is proposed for classifiers fusion — Cooperative Coevolutionary Ensemble Learning (CCEL). It is based on a specific multipopulational evo...
GECCO
2004
Springer
13 years 10 months ago
2004
Springer
Abstract. Recent theoretical work helped explain certain optimizationrelated pathologies in cooperative coevolutionary algorithms (CCEAs). Such explanations have led to adopting sp...
KES
2005
Springer
13 years 11 months ago
2005
Springer
This paper introduces Dafo, a new multi-agent framework for evolutionary optimization relying on a competitive coevolutionary genetic algorithm, aka LCGA (Loosely Coupled Genetic A...