Optimizing back-propagation networks via a calibrated heuristic algorithm with an orthogonal array
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Evolving neural network using real coded genetic algorithm for daily rainfall-runoff forecasting
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Fault diagnosis on bottle filling plant using genetic-based neural network
Advances in Engineering Software
An evolutionary artificial neural networks approach for breast cancer diagnosis
Artificial Intelligence in Medicine
Simultaneous optimization of artificial neural networks for financial forecasting
Applied Intelligence
Relation Between VGA-classifier and MLP : Determination of Network Architecture
Fundamenta Informaticae
EvoGeneSys, a new evolutionary approach to graph generation
Applied Soft Computing
Early experiments with neural diversity machines
Neurocomputing
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This paper proposes a system based on a parallel genetic algorithm with enhanced encoding and operational abilities. The system, used to evolve feedforward artificial neural networks, has been applied to two widely different problem areas: Boolean function learning and robot control. It is shown that the good results obtained in both cases are due to two factors: first, the enhanced exploration abilities provided by the search-space reducing evolution of both coding granularity and network topology, and, second, the enhanced exploitational abilities due to a recently proposed cooperative local optimizing genetic operator