Artificial Neural Nets and Genetic Algorithms | Proceedings of the International Conference in Portoro¿, Slovenia, 1999

Andrej Dobnikar (u. a.)

ISBN 10: 3211833641 / ISBN 13: 9783211833643

Published by Springer, 1999

Artificial Neural Nets and Genetic Algorithms | Proceedings of the International Conference in Portoro¿, Slovenia, 1999 | Andrej Dobnikar (u. a.) | Taschenbuch | x | Englisch | 1999 | Springer | EAN 9783211833643 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu Print on Demand. Seller Inventory # 105036372

Synopsis:

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

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.

Bibliographic Details

Title: Artificial Neural Nets and Genetic ...
Publisher: Springer
Publication Date: 1999
Binding: Taschenbuch
Condition: Neu