Download e-book for iPad: Adaptive Learning of Polynomial Networks: Genetic by Nikolay Nikolaev,Hitoshi Iba

By Nikolay Nikolaev,Hitoshi Iba

ISBN-10: 0387312390

ISBN-13: 9780387312392

ISBN-10: 144194060X

ISBN-13: 9781441940605

This e-book provides theoretical and sensible wisdom for constructing algorithms that infer linear and non-linear multivariate types, delivering a technique for inductive studying of polynomial neural community types (PNN) from information. The textual content emphasizes an prepared version identity strategy in which to find types that generalize and expect good. The booklet extra enables the invention of polynomial versions for time-series prediction.

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Adaptive Learning of Polynomial Networks: Genetic Programming, Backpropagation and Bayesian Methods (Genetic and Evolutionary Computation) by Nikolay Nikolaev,Hitoshi Iba


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