55 search results - page 2 / 11 » A Memetic Pareto Evolutionary Approach to Artificial Neural ... |
GECCO
2005
Springer
13 years 11 months ago
2005
Springer
In this paper we investigate the emergence of communication in competitive multi-agent systems. A competitive environment is created with two teams of agents competing in an explo...
CEC
2010
IEEE
13 years 7 months ago
2010
IEEE
In this paper we present a novel framework for evolving ART-based classification models, which we refer to as MOME-ART. The new training framework aims to evolve populations of ART...
HAIS
2008
Springer
13 years 7 months ago
2008
Springer
The widespread use of artificial neural networks and the difficult work regarding the correct specification (tuning) of parameters for a given problem are the main aspects that mot...
GECCO
2006
Springer
13 years 9 months ago
2006
Springer
The Layered Pareto Coevolution Archive (LAPCA) was recently proposed as an effective Coevolutionary Memory (CM) which, under certain assumptions, approximates monotonic progress i...
ESWA
2006
13 years 6 months ago
2006
In this paper, I propose a genetic algorithm (GA) approach to instance selection in artificial neural networks (ANNs) for financial data mining. ANN has preeminent learning abilit...