MARC details
| 000 -LEADER |
|---|
| fixed length control field |
04023nam a22006015i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
TR-AnTOB |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20231122104157.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
|---|
| fixed length control field |
cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
210618s2022 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783030731366 |
| 024 7# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
10.1007/978-3-030-73136-6 |
| Source of number or code |
doi |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
TR-AnTOB |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
TR-AnTOB |
| 041 ## - LANGUAGE CODE |
|---|
| Language code of text/sound track or separate title |
İngilizce |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
TJ217 |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
TBJ |
| Source |
bicssc |
|
|---|
| Subject category code |
GPFC |
| Source |
bicssc |
|
|---|
| Subject category code |
TEC009000 |
| Source |
bisacsh |
|
|---|
| Subject category code |
TBJ |
| Source |
thema |
|
|---|
| Subject category code |
GPFC |
| Source |
thema |
| 090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN) |
|---|
| Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) |
TJ217EBK |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Esfandiari, Kasra. |
| Relator term |
author. |
| Relator code |
aut |
| -- |
http://id.loc.gov/vocabulary/relators/aut |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Neural Network-Based Adaptive Control of Uncertain Nonlinear Systems |
| Medium |
[electronic resource] / |
| Statement of responsibility, etc. |
by Kasra Esfandiari, Farzaneh Abdollahi, Heidar A. Talebi. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
1st ed. 2022. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Cham : |
| Name of producer, publisher, distributor, manufacturer |
Springer International Publishing : |
| -- |
Imprint: Springer, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2022. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 online resource |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
computer |
| Media type code |
c |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
online resource |
| Carrier type code |
cr |
| Source |
rdacarrier |
| 347 ## - DIGITAL FILE CHARACTERISTICS |
|---|
| File type |
text file |
| Encoding format |
PDF |
| Source |
rda |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Introduction -- Mathematical preliminaries -- NN-Based Adaptive Control of Affine Nonlinear Systems -- NN-Based Adaptive Control of Nonaffine Canonical Nonlinear -- Systems -- NN-Based Adaptive Control of Nonaffine Noncanonical Nonlinear -- NN-Based Adaptive Control of MIMO Nonaffine Noncanonical -- Nonlinear Systems. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
The focus of this book is the application of artificial neural networks in uncertain dynamical systems. It explains how to use neural networks in concert with adaptive techniques for system identification, state estimation, and control problems. The authors begin with a brief historical overview of adaptive control, followed by a review of mathematical preliminaries. In the subsequent chapters, they present several neural network-based control schemes. Each chapter starts with a concise introduction to the problem under study, and a neural network-based control strategy is designed for the simplest case scenario. After these designs are discussed, different practical limitations (i.e., saturation constraints and unavailability of all system states) are gradually added, and other control schemes are developed based on the primary scenario. Through these exercises, the authors present structures that not only provide mathematical tools for navigating control problems, but also supply solutions that are pertinent to real-life systems. Strengthens understanding of neural networks for readers working on control theory, including various mathematical proofs and analyses; Closely examines the use of neural networks for the control of uncertain dynamical systems; Facilitates implementation of adaptive structures using updating rules originating in optimization algorithms; Presents system identification, state estimation, and control schemes, applicable to a wide range of systems. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Dynamics. |
|
|---|
| Topical term or geographic name entry element |
Nonlinear theories. |
|
|---|
| Topical term or geographic name entry element |
Artificial intelligence. |
|
|---|
| Topical term or geographic name entry element |
Neural networks (Computer science) . |
|
|---|
| Topical term or geographic name entry element |
Electric power production. |
|
|---|
| Topical term or geographic name entry element |
Applied Dynamical Systems. |
|
|---|
| Topical term or geographic name entry element |
Artificial Intelligence. |
|
|---|
| Topical term or geographic name entry element |
Mathematical Models of Cognitive Processes and Neural Networks. |
|
|---|
| Topical term or geographic name entry element |
Electrical Power Engineering. |
| 653 #0 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Adaptive control systems |
|
|---|
| Uncontrolled term |
Neural networks (Computer science) |
|
|---|
| Uncontrolled term |
Nonlinear systems -- Automatic control |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Abdollahi, Farzaneh. |
| Relator term |
author. |
| Relator code |
aut |
| -- |
http://id.loc.gov/vocabulary/relators/aut |
|
|---|
| Personal name |
Talebi, Heidar A. |
| Relator term |
author. |
| Relator code |
aut |
| -- |
http://id.loc.gov/vocabulary/relators/aut |
| 710 2# - ADDED ENTRY--CORPORATE NAME |
|---|
| Corporate name or jurisdiction name as entry element |
SpringerLink (Online service) |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://doi.org/10.1007/978-3-030-73136-6">https://doi.org/10.1007/978-3-030-73136-6</a> |
| Materials specified |
Springer eBooks |
| Public note |
Online access link to the resource |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
E-Book |
