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Zeroing Dynamics, Gradient Dynamics, and Newton Iterations

Name: Zeroing Dynamics, Gradient Dynamics, and Newton Iterations
Brand: Taylor & Francis Inc
SKU: 02809666
Price: 222.63 EUR
Availability: InStock
Author: Yunong Zhang
ISBN: 9781498753760

Jezik

Engleski

Knjiga Tvrdi uvez

Libristo kod: 02809666

Nakladnici Taylor & Francis Inc, prosinac 2015

Neural networks and neural dynamics are powerful approaches for the online solution of mathematical... Cijeli opis

Libristo kod: 02809666

540 b

222.63 €

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Neural networks and neural dynamics are powerful approaches for the online solution of mathematical problems arising in many areas of science, engineering, and business. Compared with conventional gradient neural networks that only deal with static problems of constant coefficient matrices and vectors, the authors new method called zeroing dynamics solves time-varying problems.

Zeroing Dynamics, Gradient Dynamics, and Newton Iterations is the first book that shows how to accurately and efficiently solve time-varying problems in real-time or online using continuous- or discrete-time zeroing dynamics. The book brings together research in the developing fields of neural networks, neural dynamics, computer mathematics, numerical algorithms, time-varying computation and optimization, simulation and modeling, analog and digital hardware, and fractals.

The authors provide a comprehensive treatment of the theory of both static and dynamic neural networks. Readers will discover how novel theoretical results have been successfully applied to many practical problems. The authors develop, analyze, model, simulate, and compare zeroing dynamics models for the online solution of numerous time-varying problems, such as root finding, nonlinear equation solving, matrix inversion, matrix square root finding, quadratic optimization, and inequality solving.

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Informacije o knjizi

Puni naziv Zeroing Dynamics, Gradient Dynamics, and Newton Iterations

Autor Yunong Zhang, Xiaodong Lin, Zhengli Xiao, Mingzhi Mao

Jezik

Engleski

Uvez Knjiga - Tvrdi uvez

Datum izdanja 2015

Broj stranica 310

EAN 9781498753760

ISBN 9781498753760

Libristo kod 02809666

Nakladnici Taylor & Francis Inc

Težina 790

Dimenzije 178 x 254

Kategorija

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering

Computing & Information Technology > Computer science > Artificial intelligence > Neural networks & fuzzy systems

Mathematics & Science > Mathematics > Applied mathematics

Technology, Engineering, Agriculture > Energy technology & engineering > Energy, power generation, distribution & storage

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