Artificial Neural Nets and Genetic Algorithms: Proceedings by Andrej Dobnikar,Nigel C. Steele,David W. Pearson,Rudolf F. PDF

By Andrej Dobnikar,Nigel C. Steele,David W. Pearson,Rudolf F. Albrecht

ISBN-10: 3211830871

ISBN-13: 9783211830871

From the contents:
Neural networks – thought and purposes: NNs (= neural networks) classifier on non-stop facts domain names– quantum associative reminiscence – a brand new type of neuron-like discrete filters to photograph processing – modular NNs for bettering generalisation homes – presynaptic inhibition modelling for photo processing program – NN popularity method for a curvature primal comic strip – NN established nonlinear temporal-spatial noise rejection method – leisure price for bettering Hopfield community – Oja's NN and effect of the educational achieve on its dynamics
Genetic algorithms – idea and purposes: transposition: a biological-inspired mechanism to exploit with gasoline (= genetic algorithms) – GA for choice tree induction – optimising selection classifications utilizing fuel – scheduling projects with intertask communique onto multiprocessors by way of fuel – layout of sturdy networks with GA – impression of degenerate coding on fuel – a number of site visitors sign keep an eye on utilizing a GA – evolving musical harmonisation – niched-penalty process for constraint dealing with in fuel – GA with dynamic inhabitants dimension – GA with dynamic area of interest clustering for multimodal functionality optimisation
Soft computing and uncertainty: self-adaptation of evolutionary built determination bushes by way of info spreading – evolutionary programming of close to optimum NNs

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Artificial Neural Nets and Genetic Algorithms: Proceedings of the International Conference in Portorož, Slovenia, 1999 by Andrej Dobnikar,Nigel C. Steele,David W. Pearson,Rudolf F. Albrecht


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