Get Adaptive Learning of Polynomial Networks: Genetic PDF

By Nikolay Nikolaev,Hitoshi Iba

ISBN-10: 0387312390

ISBN-13: 9780387312392

ISBN-10: 144194060X

ISBN-13: 9781441940605

This booklet grants theoretical and useful wisdom for constructing algorithms that infer linear and non-linear multivariate versions, delivering a strategy for inductive studying of polynomial neural community versions (PNN) from information. The textual content emphasizes an prepared version identity method wherein to find types that generalize and expect good. The publication additional enables 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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