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Artificial Neural Nets and Genetic Algorithms

From the contents:Neural networks - theory and applications: NNs (= neural networks) classifier on continuous data domains- quantum associative memory - a new class of neuron-like discrete filters to image processing - modular NNs for improving generalisation properties - presynaptic inhibition modelling for image processing application - NN recognition system for a curvature primal sketch - NN based nonlinear temporal-spatial noise rejection system - relaxation rate for improving Hopfield network - Oja's NN and influence of the learning gain on its dynamics Genetic algorithms - theory and applications: transposition: a biological-inspired mechanism to use with GAs (= genetic algorithms) - GA for decision tree induction - optimising decision classifications using GAs - scheduling tasks with intertask communication onto multiprocessors by GAs - design of robust networks with GA - effect of degenerate coding on GAs - multiple traffic signal control using a GA - evolving musical harmonisation - niched-penalty approach for constraint handling in GAs - GA with dynamic population size - GA with dynamic niche clustering for multimodal function optimisationSoft computing and uncertainty: self-adaptation of evolutionary constructed decision trees by information spreading - evolutionary programming of near optimal NNs
EAN: 9783211833643
Sprache: Spanisch Englisch Deutsch Französisch
Seitenzahl: 352
Produktart: kartoniert, broschiert
Herausgeber: Dobnikar, Andrej Steele, Nigel C. Pearson, David W.
Verlag: Springer Springer, Wien Springer Vienna
Untertitel: Proceedings of the International Conference in Portoroz, Slovenia, 1999
Schlagworte: Genetische Algorithmen Neuronale Netze
Größe: 280
Gewicht: 990 g