عنوان

Neural network modeling and identification of dynamical systems /

(Number (ISBN

0128154306

(Number (ISBN

9780128154304

Erroneous ISBN

0128152540

Erroneous ISBN

9780128152546

Title Proper

Neural network modeling and identification of dynamical systems /

General Material Designation

[Book]

First Statement of Responsibility

Yury V. Tiumentsev, Mikhail V. Egorchev.

Place of Publication, Distribution, etc.

London :

Name of Publisher, Distributor, etc.

Academic Press,

Date of Publication, Distribution, etc.

[2019]

Date of Publication, Distribution, etc.

©2019

Specific Material Designation and Extent of Item

1 online resource

Text of Note

Includes index.

Text of Note

A new approach on how to obtain the adaptive neural network models for complex systems that are typically found in real-world applications. The book introduces the theoretical knowledge available for the modeled system into the purely empirical black box model, thereby converting the model to the gray box category. This approach significantly reduces the dimension of the resulting model and the required size of the training set. This book offers solutions for identifying controlled dynamical systems, as well as identifying characteristics of such systems, in particular, the aerodynamic characteristics of aircraft. Covers both types of dynamic neural networks (black box and gray box) including their structure, synthesis and trainingOffers application examples of dynamic neural network technologies, primarily related to aircraftProvides an overview of recent achievements and future needs in this area

Neural networks (Computer science)

COMPUTERS-- General.

Neural networks (Computer science)

COM-- 000000

Number

Edition

Class number

Tiumentsev, Yury V.

Egorchev, Mikhail

Date of Transaction

20200822085218.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y