Artificial Neural Nets and Genetic Algorithms || A Genetic Algorithm with Dynamic Population Size
β Scribed by Dobnikar, Andrej; Steele, Nigel C.; Pearson, David W.; Albrecht, Rudolf F.
- Book ID
- 120475809
- Publisher
- Springer Vienna
- Year
- 1999
- Tongue
- German
- Weight
- 754 KB
- Edition
- Softcover reprint of the original 1st ed. 1999
- Category
- Article
- ISBN
- 3709163846
No coin nor oath required. For personal study only.
β¦ Synopsis
From the contents: Neural networks β theory and applications: NNs (= neural networks) classifier on continuous data domainsβ quantum associative memory β a new class of neuron-like discrete filters to image processing β modular NNs for improving generalisation properties β presynaptic inhibition modelling for image processing application β NN recognition system for a curvature primal sketch β NN based nonlinear temporal-spatial noise rejection system β relaxation rate for improving Hopfield network β Oja's NN and influence of the learning gain on its dynamics Genetic algorithms β theory and applications: transposition: a biological-inspired mechanism to use with GAs (= genetic algorithms) β GA for decision tree induction β optimising decision classifications using GAs β scheduling tasks with intertask communication onto multiprocessors by GAs β design of robust networks with GA β effect of degenerate coding on GAs β multiple traffic signal control using a GA β evolving musical harmonisation β niched-penalty approach for constraint handling in GAs β GA with dynamic population size β GA with dynamic niche clustering for multimodal function optimisation Soft computing and uncertainty: self-adaptation of evolutionary constructed decision trees by information spreading β evolutionary programming of near optimal NNs
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