| Artificial Neural Nets and Genetic Algorithms: Proceedings of the International Conference in Portoroz, Slovenia, 1999 Softcover Repri Edition Contributor(s): Dobnikar, Andrej (Editor), Steele, Nigel C. (Editor), Pearson, David W. (Editor) |
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ISBN: 3211833641 ISBN-13: 9783211833643 Publisher: Springer OUR PRICE: $104.49 Product Type: Paperback Published: July 1999 |
| Additional Information |
| BISAC Categories: - Gardening - Mathematics - Computers | Intelligence (ai) & Semantics |
| Dewey: 006.3 |
| Physical Information: 0.77" H x 8.25" W x 11" (1.84 lbs) 352 pages |
| Descriptions, Reviews, Etc. |
| Publisher 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 optimisation Soft computing and uncertainty: self-adaptation of evolutionary constructed decision trees by information spreading - evolutionary programming of near optimal NNs |
