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Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Portorož, Slovenia, 1999 /

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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 mod...

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Bibliographic Details
Main Author: Dobnikar, Andrej
Corporate Author: SpringerLink (Online service)
Other Authors: Steele, N. C. (Nigel C.), Pearson, D. W. (David W.), Albrecht, Rudolf F.
Format: eBook
Language:English
Published: Vienna : Springer Vienna, 1999.
Subjects:
Computer science.
Medical records > Data processing.
Artificial intelligence.
Physics.
Engineering.
Operations research.
Electronic books.
Online Access:Connect to the full text of this electronic book
Description
Summary: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 optimisation Soft computing and uncertainty: self-adaptation of evolutionary constructed decision trees by information spreading - evolutionary programming of near optimal NNs.
Item Description:Electronic resource.
Physical Description:1 online resource (x, 352 pages 293 illustrations)
ISBN:9783709163849 (electronic bk.)
3709163846 (electronic bk.)