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

By Nikolay Nikolaev,Hitoshi Iba

This ebook grants theoretical and sensible wisdom for constructing algorithms that infer linear and non-linear multivariate types, supplying a strategy for inductive studying of polynomial neural community types (PNN) from information. The textual content emphasizes an geared up version id strategy wherein to find types that generalize and expect good. The publication extra allows the invention of polynomial types 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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