Neural networks for optimization and signal processing

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Neural networks for optimization and signal processing / A. Cichocki, R. Unbehauen

資料種別:

図書

出版情報:

New York : J. Wiley, 1993

形態:

xvii, 526 p. ; 24 cm

著者名:

ISBN:

9780471930105 [0471930105]

書誌ID:

BA19799246

子書誌情報

フルテキスト

所蔵情報

他の版・巻

書誌詳細

注記:

Includes bibliographical references and index

主題:

Mathematical optimization; Neural networks (Computer science); Signal processing

言語:

英語

目次情報:

Mathematical Preliminaries of Neurocomputing

Architectures and Electronic Implementation of Neural Network Models

Unconstrained Optimization and Learning Algorithms

Neural Networks for Linear, Quadratic Programming and Linear Complementarity Problems

A Neural Network Approach to the On-Line Solution of a System of Linear Algebraic Equations and Related Problems

Neural Networks for Matrix Algebra Problems

Neural Networks for Continuous, Nonlinear, Constrained Optimization Problems

Neural Networks for Estimation, Identification and Prediction

Neural Networks for Discrete and Combinatorial Optimization Problems

Appendices

Subject Index

Mathematical Preliminaries of Neurocomputing

Architectures and Electronic Implementation of Neural Network Models

Unconstrained Optimization and Learning Algorithms

Neural Networks for Linear, Quadratic Programming and Linear Complementarity Problems

A Neural Network Approach to the On-Line Solution of a System of Linear Algebraic Equations and Related Problems

Neural Networks for Matrix Algebra Problems

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