Reliable classification using neural networks: a genetic algorithm and backpropagation comparison

Although, the genetic algorithm (GA) has been shown to be a superior neural network (NN) training method on computer-generated problems, its performance — on real world classification data sets is untested. To gain confidence that this alternative training technique is suitable for classification pr...

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Veröffentlicht in:	Decision Support Systems 2000-12, Vol.30 (1), p.11-22
Hauptverfasser:	Sexton, Randall S., Dorsey, Robert E.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial intelligence Back propagation Backpropagation Classification Computer systems programming Decision support Decision support systems Genetic algorithm Genetic algorithms Learning systems Monte Carlo methods Neural networks Response time (computer systems) Studies
Online-Zugang:	Volltext
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