Name: Adaptive Learning of Polynomial Networks
Price: 182.90 EUR
Availability: InStock
Author: Hitoshi Iba/Nikolay Nikolaev
ISBN: 9781441940605

Inicio > > Ciencias de la computación > Adaptive Learning of Polynomial Networks

Editorial:: Springer Nature B.V.
Año de edición:: 2011
Materia: Ciencias de la computación
ISBN:: 9781441940605

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Sinopsis

Inductive Genetic Programming.- Tree-Like PNN Representations.- Fitness Functions and Landscapes.- Search Navigation.- Backpropagation Techniques.- Temporal Backpropagation.- Bayesian Inference Techniques.- Statistical Model Diagnostics.- Time Series Modelling.- Conclusions.

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Otros libros del autor

Adaptive Learning of Polynomial Networks

Hitoshi Iba / Nikolay Nikolaev

This book delivers theoretical and practical knowledge for developing algorithms that infer linear and non-linear multivariate models, providing a methodology for inductive learning of polynomial neural network models (PNN) from data. The text emphasizes an organized model identification process by which to discover models that generalize and predict ...