|
|
|
|
| LEADER |
03588nam a2200541 4500 |
| 001 |
978-981-13-1712-5 |
| 003 |
DE-He213 |
| 005 |
20191022151913.0 |
| 007 |
cr nn 008mamaa |
| 008 |
181228s2019 si | s |||| 0|eng d |
| 020 |
|
|
|a 9789811317125
|9 978-981-13-1712-5
|
| 024 |
7 |
|
|a 10.1007/978-981-13-1712-5
|2 doi
|
| 040 |
|
|
|d GrThAP
|
| 050 |
|
4 |
|a TJ212-225
|
| 072 |
|
7 |
|a TJFM
|2 bicssc
|
| 072 |
|
7 |
|a TEC004000
|2 bisacsh
|
| 072 |
|
7 |
|a TJFM
|2 thema
|
| 082 |
0 |
4 |
|a 629.8
|2 23
|
| 100 |
1 |
|
|a Song, Ruizhuo.
|e author.
|4 aut
|4 http://id.loc.gov/vocabulary/relators/aut
|
| 245 |
1 |
0 |
|a Adaptive Dynamic Programming: Single and Multiple Controllers
|h [electronic resource] /
|c by Ruizhuo Song, Qinglai Wei, Qing Li.
|
| 250 |
|
|
|a 1st ed. 2019.
|
| 264 |
|
1 |
|a Singapore :
|b Springer Singapore :
|b Imprint: Springer,
|c 2019.
|
| 300 |
|
|
|a XV, 271 p. 126 illus., 98 illus. in color.
|b online resource.
|
| 336 |
|
|
|a text
|b txt
|2 rdacontent
|
| 337 |
|
|
|a computer
|b c
|2 rdamedia
|
| 338 |
|
|
|a online resource
|b cr
|2 rdacarrier
|
| 347 |
|
|
|a text file
|b PDF
|2 rda
|
| 490 |
1 |
|
|a Studies in Systems, Decision and Control,
|x 2198-4182 ;
|v 166
|
| 505 |
0 |
|
|a Part I: Preparation -- Introduction to optimal control and adaptive dynamic programming -- Neural networks implementation -- Part II: Optimal control for system with single controller -- Finite-time optimal control -- Multi-objective optimal control -- Multiple actor-critic optimal control via ADP -- Optimal control for complex-valued nonlinear systems -- Chaotic systems optimal tracking control -- Part III: Multi-player systems games -- Optimal control for unknown systems with disturbances -- Zero-sum differential games -- Non-Zero-Sum games -- Synchronization control for multi-agent games.
|
| 520 |
|
|
|a This book presents a class of novel optimal control methods and games schemes based on adaptive dynamic programming techniques. For systems with one control input, the ADP-based optimal control is designed for different objectives, while for systems with multi-players, the optimal control inputs are proposed based on games. In order to verify the effectiveness of the proposed methods, the book analyzes the properties of the adaptive dynamic programming methods, including convergence of the iterative value functions and the stability of the system under the iterative control laws. Further, to substantiate the mathematical analysis, it presents various application examples, which provide reference to real-world practices. .
|
| 650 |
|
0 |
|a Control engineering.
|
| 650 |
|
0 |
|a Computational intelligence.
|
| 650 |
|
0 |
|a Vibration.
|
| 650 |
|
0 |
|a Dynamical systems.
|
| 650 |
|
0 |
|a Dynamics.
|
| 650 |
1 |
4 |
|a Control and Systems Theory.
|0 http://scigraph.springernature.com/things/product-market-codes/T19010
|
| 650 |
2 |
4 |
|a Computational Intelligence.
|0 http://scigraph.springernature.com/things/product-market-codes/T11014
|
| 650 |
2 |
4 |
|a Vibration, Dynamical Systems, Control.
|0 http://scigraph.springernature.com/things/product-market-codes/T15036
|
| 700 |
1 |
|
|a Wei, Qinglai.
|e author.
|4 aut
|4 http://id.loc.gov/vocabulary/relators/aut
|
| 700 |
1 |
|
|a Li, Qing.
|e author.
|4 aut
|4 http://id.loc.gov/vocabulary/relators/aut
|
| 710 |
2 |
|
|a SpringerLink (Online service)
|
| 773 |
0 |
|
|t Springer eBooks
|
| 776 |
0 |
8 |
|i Printed edition:
|z 9789811317118
|
| 776 |
0 |
8 |
|i Printed edition:
|z 9789811317132
|
| 830 |
|
0 |
|a Studies in Systems, Decision and Control,
|x 2198-4182 ;
|v 166
|
| 856 |
4 |
0 |
|u https://doi.org/10.1007/978-981-13-1712-5
|z Full Text via HEAL-Link
|
| 912 |
|
|
|a ZDB-2-INR
|
| 950 |
|
|
|a Intelligent Technologies and Robotics (Springer-42732)
|
