Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Portoroz, Slovenia, 1999 PDF
Edited by Andrej Dobnikar, Nigel C. Steele, David W. Pearson, Rudolf F. Albrecht
Description
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
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Download - Immediately Available
- Format:PDF
- Publisher:Springer Vienna
- Publication Date:06/12/2012
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- ISBN:9783709163849
Information
-
Download - Immediately Available
- Format:PDF
- Publisher:Springer Vienna
- Publication Date:06/12/2012
- Category:
- ISBN:9783709163849
