Artificial Neural Nets and Genetic Algorithms

Proceedings of the International Conference in Portorož, Slovenia, 1999

Editors: Dobnikar, A., Steele, N.C., Pearson, D.W., Albrecht, R.F. (Eds.)

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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 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

Table of contents (58 chapters)

Table of contents (58 chapters)

Buy this book

eBook $109.00
price for USA (gross)
  • ISBN 978-3-7091-6384-9
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $149.00
price for USA
  • ISBN 978-3-211-83364-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.

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Bibliographic Information

Bibliographic Information
Book Title
Artificial Neural Nets and Genetic Algorithms
Book Subtitle
Proceedings of the International Conference in Portorož, Slovenia, 1999
Editors
  • Andrej Dobnikar
  • Nigel C. Steele
  • David W. Pearson
  • Rudolf F. Albrecht
Copyright
1999
Publisher
Springer-Verlag Wien
Copyright Holder
Springer-Verlag Wien
eBook ISBN
978-3-7091-6384-9
DOI
10.1007/978-3-7091-6384-9
Softcover ISBN
978-3-211-83364-3
Edition Number
1
Number of Pages
X, 352
Number of Illustrations
70 b/w illustrations
Topics