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020 _a9789811317125
024 7 _a10.1007/978-981-13-1712-5
_2doi
040 _bspa
_aES-MaUEC
_cES-MaUEC
050 4 _aT57.83
_b2019 EB
100 1 _aSong, Ruizhuo
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9671302
245 1 0 _aAdaptive Dynamic Programming :
_bSingle and Multiple Controllers
_cby Ruizhuo Song, Qinglai Wei, Qing Li.
264 1 _aCham
_bSpringer International Publishing
_c2019
300 _a1 recurso en línea (XV, 271 páginas)
_b126 ilustraciones,98 ilustraciones a color
347 _atext file
_bPDF
490 0 _aStudies in Systems Decision and Control
_x2198-4182
_v166
490 0 _aIntelligent Technologies and Robotics (Springer-42732)
505 0 _aPart 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 3 _aThis 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 7 _aProgramación dinámica
_9154628
_2embne
700 1 _aWei, Qinglai
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
700 1 _aLi, Qing
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
776 0 8 _iPrinted edition:
_z9789811317118
776 0 8 _iPrinted edition:
_z9789811317132
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-981-13-1712-5
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
988 _aPrimersemestre_2019_Robotics
998 _aSI
_a_alco
_a_vill
_b11/2019
_cm
_dz
_ea
_feng
_ggw
_h0