Artificial Neural Nets and Genetic Algorithms
Available
 
About the Book
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
Book Details
ISBN-13: 9783211833643
EAN: 9783211833643
Publisher Date: 15 Jul 1999
Bood Data Readership Text: Postgraduate, Research & Scholarly
Dewey: 006.3
Gardner Classification Code: U01
Illustrations: 70 black & white illustrations, biography
MediaMail: Y
Pagination: 372 pages, 70 black & white illustrations, biography
Returnable: Y
Spine Width: 19 mm
Width: 210 mm
ISBN-10: 3211833641
Publisher: Springer Verlag GmbH
Binding: Paperback
Country Of Origin: Austria
Edition: Softcover reprint of the original 1st ed. 1999
Height: 280 mm
Language: English
No of Pages: 372
PrintOnDemand: N
Series Title: English
UK Availability: GXC
Year Of Publication: 1999