東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Predictive learning control for unkn...

SpringerLink (Online service)

Linked to FindBook

Google Book

Amazon

博客來

Predictive learning control for unknown nonaffine nonlinear systems = theory and applications /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Predictive learning control for unknown nonaffine nonlinear systems/ by Qiongxia Yu ... [et al.].
Reminder of title:	theory and applications /
other author:	Yu, Qiongxia.
Published:	Singapore :Springer Nature Singapore : : 2023.,
Description:	ix, 206 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	Chapter 1: Introduction -- Chapter 2 Predictive Learning Control for Unknown Systems -- Chapter 3 Constrained Predictive Learning Control -- Chapter 4 Predictive Learning Control for Systems with Varying Trial Lengths -- Chapter 5 Predictive Learning Control for Systems with Unknown Time Delay -- Chapter 6 Predictive Learning Control for Systems with Full Available States -- Chapter 7 Predictive Learning Control for Systems with Unavailable States -- Chapter 8 High-Speed Train Automatic Operation Systems -- Chapter 9 Fundamental Two-Region Urban Road Networks -- Chapter 10 Complex Large-Scale Multi-Region Urban Traffic Systems -- Chapter 11 Conclusions.
Contained By:	Springer Nature eBook
Subject:	Predictive control. -
Online resource:	https://doi.org/10.1007/978-981-19-8857-8
ISBN:	9789811988578

Predictive learning control for unknown nonaffine nonlinear systems = theory and applications /
Predictive learning control for unknown nonaffine nonlinear systemstheory and applications /[electronic resource] :by Qiongxia Yu ... [et al.]. - Singapore :Springer Nature Singapore :2023. - ix, 206 p. :ill. (some col.), digital ;24 cm. - Intelligent control and learning systems,v. 82662-5466 ;. - Intelligent control and learning systems ;v. 8..

Chapter 1: Introduction -- Chapter 2 Predictive Learning Control for Unknown Systems -- Chapter 3 Constrained Predictive Learning Control -- Chapter 4 Predictive Learning Control for Systems with Varying Trial Lengths -- Chapter 5 Predictive Learning Control for Systems with Unknown Time Delay -- Chapter 6 Predictive Learning Control for Systems with Full Available States -- Chapter 7 Predictive Learning Control for Systems with Unavailable States -- Chapter 8 High-Speed Train Automatic Operation Systems -- Chapter 9 Fundamental Two-Region Urban Road Networks -- Chapter 10 Complex Large-Scale Multi-Region Urban Traffic Systems -- Chapter 11 Conclusions.

This book investigates both theory and various applications of predictive learning control (PLC) which is an advanced technology for complex nonlinear systems. To avoid the difficult modeling problem for complex nonlinear systems, this book begins with the design and theoretical analysis of PLC method without using mechanism model information of the system, and then a series of PLC methods is designed that can cope with system constraints, varying trial lengths, unknown time delay, and available and unavailable system states sequentially. Applications of the PLC on both railway and urban road transportation systems are also studied. The book is intended for researchers, engineers, and graduate students who are interested in predictive control, learning control, intelligent transportation systems and related fields.

ISBN: 9789811988578

Standard No.: 10.1007/978-981-19-8857-8doiSubjects--Topical Terms:

667592
Predictive control.

LC Class. No.: TJ217.6 / .Y8 2023

Dewey Class. No.: 629.8

Predictive learning control for unknown nonaffine nonlinear systems = theory and applications /
LDR:02652nmm a2200349 a 4500 001 2316122
003 DE-He213
005 20230218171403.0
006 m d
007 cr nn 008maaau
008 230902s2023 si s 0 eng d
020 $a 9789811988578 $q (electronic bk.)
020 $a 9789811988561 $q (paper)
024 7 $a 10.1007/978-981-19-8857-8 $2 doi
035 $a 978-981-19-8857-8
040 $a GP $c GP
041 0 $a eng
050 4 $a TJ217.6 $b .Y8 2023
072 7 $a TJFM $2 bicssc
072 7 $a GPFC $2 bicssc
072 7 $a TEC004000 $2 bisacsh
072 7 $a TJFM $2 thema
082 0 4 $a 629.8 $2 23
090 $a TJ217.6 $b .Y94 2023
245 0 0 $a Predictive learning control for unknown nonaffine nonlinear systems $h [electronic resource] : $b theory and applications / $c by Qiongxia Yu ... [et al.].
260 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2023.
300 $a ix, 206 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Intelligent control and learning systems, $x 2662-5466 ; $v v. 8
505 0 $a Chapter 1: Introduction -- Chapter 2 Predictive Learning Control for Unknown Systems -- Chapter 3 Constrained Predictive Learning Control -- Chapter 4 Predictive Learning Control for Systems with Varying Trial Lengths -- Chapter 5 Predictive Learning Control for Systems with Unknown Time Delay -- Chapter 6 Predictive Learning Control for Systems with Full Available States -- Chapter 7 Predictive Learning Control for Systems with Unavailable States -- Chapter 8 High-Speed Train Automatic Operation Systems -- Chapter 9 Fundamental Two-Region Urban Road Networks -- Chapter 10 Complex Large-Scale Multi-Region Urban Traffic Systems -- Chapter 11 Conclusions.
520 $a This book investigates both theory and various applications of predictive learning control (PLC) which is an advanced technology for complex nonlinear systems. To avoid the difficult modeling problem for complex nonlinear systems, this book begins with the design and theoretical analysis of PLC method without using mechanism model information of the system, and then a series of PLC methods is designed that can cope with system constraints, varying trial lengths, unknown time delay, and available and unavailable system states sequentially. Applications of the PLC on both railway and urban road transportation systems are also studied. The book is intended for researchers, engineers, and graduate students who are interested in predictive control, learning control, intelligent transportation systems and related fields.
650 0 $a Predictive control. $3 667592
650 0 $a Nonlinear systems. $3 686475
650 1 4 $a Control and Systems Theory. $3 3381515
650 2 4 $a Machine Learning. $3 3382522
650 2 4 $a Computational Intelligence. $3 1001631
650 2 4 $a Computational Science and Engineering. $3 893018
650 2 4 $a Mathematical and Computational Engineering Applications. $3 3592737
700 1 $a Yu, Qiongxia. $3 3629102
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Intelligent control and learning systems ; $v v. 8. $3 3629103
856 4 0 $u https://doi.org/10.1007/978-981-19-8857-8
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)