Adaptive Learning of Polynomial Networks: Genetic Programming, Backpropagation and Bayesian Methods (Genetic and Evolutionary Computation)

Adaptive Learning of Polynomial Networks: Genetic Programming, Backpropagation and Bayesian Methods (Genetic and Evolutionary Computation)


This ebook gives you theoretical and sensible wisdom for constructing algorithms that infer linear and non-linear multivariate versions, supplying a technique for inductive studying of polynomial neural community types (PNN) from facts. The textual content emphasizes an equipped version id method during which to find versions that generalize and are expecting good. The e-book additional allows the invention of polynomial versions for time-series prediction.

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