Artificial Neural Nets and Genetic Algorithms: Proceedings of the International Conference in Innsbuck, Austria, 1993 - Softcover

Albrecht, Rudolf F.; Reeves, Colin R.

Softcover

ISBN 10: 0387824596 ISBN 13: 9780387824598

Publisher: Springer Verlag, 1993

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

Edition details

• Publisher: Springer Verlag
• Publication date: 1993
• ISBN 10: 0387824596
• ISBN 13: 9780387824598
• Binding: Paperback
• Language: English
• Editor: Steele Nigel C.