Uncertain Optimal Control

This book introduces the theory and applications of uncertain optimal control, and establishes two types of models including expected value uncertain optimal control and optimistic value uncertain optimal control. These models, which have continuous-time forms and discrete-time forms, make use of dy...

Full description

Bibliographic Details
Main Author: Zhu, Yuanguo
Format: eBook
Language:English
Published: Singapore Springer Singapore 2019, 2019
Series:Springer Uncertainty Research
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
LEADER 02275nmm a2200337 u 4500
001 EB001845788
003 EBX01000000000000001010293
005 00000000000000.0
007 cr|||||||||||||||||||||
008 180901 ||| eng
020 |a 9789811321344 
100 1 |a Zhu, Yuanguo 
245 0 0 |a Uncertain Optimal Control  |h Elektronische Ressource  |c by Yuanguo Zhu 
260 |a Singapore  |b Springer Singapore  |c 2019, 2019 
300 |a IX, 208 p. 16 illus., 8 illus. in color  |b online resource 
505 0 |a Basics on Uncertainty Theory -- Uncertain Expected Value Optimal Control -- Uncertain Optimistic Value Optimal Control -- Uncertain Discrete-time Models -- Uncertain Bang-bang Optimal Control -- Optimal Control for Switched Uncertain System -- Optimal Control for Uncertain System with Time-delay -- Applications 
653 |a Operations research 
653 |a Engineering 
653 |a Control, Robotics, Mechatronics 
653 |a Computational Intelligence 
653 |a Artificial intelligence 
653 |a Artificial Intelligence (incl. Robotics) 
653 |a Optimization 
653 |a Operations Research/Decision Theory 
653 |a Mathematical optimization 
041 0 7 |a eng  |2 ISO 639-2 
989 |b Springer  |a Springer eBooks 2005- 
490 0 |a Springer Uncertainty Research 
856 4 0 |u https://doi.org/10.1007/978-981-13-2134-4?nosfx=y  |x Verlag  |3 Volltext 
082 0 |a 006.3 
520 |a This book introduces the theory and applications of uncertain optimal control, and establishes two types of models including expected value uncertain optimal control and optimistic value uncertain optimal control. These models, which have continuous-time forms and discrete-time forms, make use of dynamic programming. The uncertain optimal control theory relates to equations of optimality, uncertain bang-bang optimal control, optimal control with switched uncertain system, and optimal control for uncertain system with time-delay. Uncertain optimal control has applications in portfolio selection, engineering, and games. The book is a useful resource for researchers, engineers, and students in the fields of mathematics, cybernetics, operations research, industrial engineering, artificial intelligence, economics, and management science