Adaptive Learning of Polynomial Networks

ISBN: 9780387312392

作者: Nikolay Y·Nikolaev/Hitoshi Iba

出版社: Springer-Verlag New York Inc

出版年: 2006-5

页数: 336

定价: $ 123.17

装帧: HRD

内容简介

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 well. The book further facilitates the discovery of polynomial models for time-series prediction.