Adaptive Dynamic Programming: Single and Multiple Controllers

Adaptive Dynamic Programming: Single and Multiple Controllers

ग्रंथसूची विवरण
मुख्य लेखकों: Song, Ruizhuo (लेखक), Wei, Qinglai (लेखक), Li, Qing (लेखक)
निगमित लेखक: SpringerLink (Online service)
सारांश:XV, 271 p. 126 illus., 98 illus. in color.
text
भाषा:अंग्रेज़ी
प्रकाशित: Singapore : Springer Nature Singapore : Imprint: Springer, 2019.
संस्करण:1st ed. 2019.
श्रृंखला:Studies in Systems, Decision and Control, 166
विषय:
Control engineering.
Computational intelligence.
Multibody systems.
Vibration.
Mechanics, Applied.
Control and Systems Theory.
Computational Intelligence.
Multibody Systems and Mechanical Vibrations.
ऑनलाइन पहुंच:https://doi.org/10.1007/978-981-13-1712-5
स्वरूप: इलेक्ट्रोनिक पुस्तक
विषय - सूची:
  • 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.

समान संसाधन