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

 
9783211833643: 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 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

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Synopsis

This work features the following 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).

The contents also include: 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; and, evolutionary programming of near optimal NNs.

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9783709163856: Artificial Neural Nets and Genetic Algorithms: Proceedings of the International Conference in Portorož, Slovenia, 1999

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Andrej Dobnikar, Nigel C. Steele, David W. Pearson et Rudolf F. Albrecht
Published by Springer Verlag GmbH, 1999
ISBN 10: 3211833641 ISBN 13: 9783211833643
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Softcover. Condition: Bon. Ancien livre de bibliothèque. Légères traces d'usure sur la couverture. Edition 1999. Ammareal reverse jusqu'à 15% du prix net de cet article à des organisations caritatives. ENGLISH DESCRIPTION Book Condition: Used, Good. Former library book. Slight signs of wear on the cover. Edition 1999. Ammareal gives back up to 15% of this item's net price to charity organizations. Seller Inventory # D-531-910

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Dobnikar, Andrej|Steele, Nigel C.|Pearson, David W.
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Seller Inventory # 9783211833643

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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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 372 pp. Englisch. Seller Inventory # 9783211833643

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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -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 dynamicsGenetic 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 NNsSpringer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 372 pp. Englisch. Seller Inventory # 9783211833643

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Dobnikar, Andrej (Editor) / Steele, Nigel C. (Editor) / Pearson, David W. (Editor) / Albrecht, Rudolf F. (Editor)
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