Bor-Sen Chen

Stochastic Game Strategies and their Applications

• Broschiertes Buch

Produktbeschreibung

Game theory involves multi-person decision making and differential dynamic game theory has been widely applied to n-person decision making problems, which are stimulated by a vast number of applications. This book addresses the gap to discuss general stochastic n-person noncooperative and cooperative game theory with wide applications to control systems, signal processing systems, communication systems, managements, financial systems, and biological systems. H8 game strategy, n-person cooperative and noncooperative game strategy are discussed for linear and nonlinear stochastic systems along with some computational algorithms developed to efficiently solve these game strategies.

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Produktdetails

• Verlag: CRC Press
• Seitenzahl: 610
• Erscheinungstermin: 13. Dezember 2021
• Englisch
• Abmessung: 254mm x 178mm x 33mm
• Gewicht: 1130g
• ISBN-13: 9781032237954
• ISBN-10: 1032237953
• Artikelnr.: 62951188

Autorenporträt

Bor-Sen Chen received the B.S. degree from the Tatung Institute of Technology, Taipei, Taiwan, in 1970, the M.S. degree from National Central University, Chungli, Taiwan, in 1973, and the Ph.D. degree from the University of Southern California, Los Angeles, CA, USA, in 1982. He was a Lecturer, an Associate Professor, and a Professor with the Tatung Institute of Technology from 1973 to 1987. He is currently a distinguished Tsing Hua chair Professor of electrical engineering and computer science with National Tsing Hua University, Hsinchu, Taiwan. His current research interests include control engineering, signal processing, and systems biology. Dr. Chen was a recipient of the Distinguished Research Award from the National Science Council of Taiwan four times. He is a National Chair Professor of Ministry of Education of Taiwan. Prof. Chen is also a Life Fellow of IEEE.

Inhaltsangabe

Part I. General Theory of Stochastic Games. 1. Introduction. 2.
Introduction to Stochastic Games in Linear Stochastic Systems. 3.
Introduction to Stochastic Games in Nonlinear Stochastic Systems. Part II.
Stochastic Game Strategies in Control System Designs. 4. Robust Adaptive
Tracking Control Design of Robot Systems under Parameter Perturbation and
External Disturbance: A Minimax H8 Dynamic Game Approach. 5. A Robust
Adaptive H8 Tracking Control Design Based on Minimax H8 Game for Wheeled
Vehicles with Trailer. 6. Stochastic Nash Game Approach to Stochastic H2/H8
Robust Control Design for Linear Systems with State-Dependent Wiener Noise
and External Disturbance. 7. Fuzzy multi-player Stochastic Noncooperative
and Cooperative H2 Game Strategies for Nonlinear Stochastic Observer-based
Control Systems. 8. Stochastic Non-cooperative and Cooperative Multi-player
H8 Game Strategy Design for Nonlinear Stochastic Jump Diffusion Control
Systems with External Disturbance. Part III.Stochastic Game Strategies in
Signaling Processing and Communication. 9. Robust Design of Deconvolution
Filters in Signal Transmission Systems under Stochastic Parametric and
Noise Uncertainties: Stochastic Game Approach. 10. Robust Equalizer Designs
via Minimax Stochastic quadratic H2 Game Approach for MIMO Wireless
Communications With Time-Varying Uncertain Channel. 11. Min-max l2 Game
Approach to Robust Relative Location Estimation Problem in Wireless Sensor
Networks. Part IV. Stochastic Game Strategies in Management and Financial
Systems. Chapter 12. Stochastic H8 Game Approach to Robust Resource
Management Control for CO2 Emission and Reduction of Greenhouse Effect.
Chapter 13. Noncooperative and Cooperative Energy Management Strategy of
Smart Power Network. Chapter 14. Robust Model Reference Investment Strategy
of Nonlinear Stochastic Financial Systems: Stochastic H8 Game Approach.
Chapter 15. Multi-person Noncooperative H8 Stochastic Game Strategy of
Stochastic Financial Systems with Random Fluctuations: Multiobjective
Optimization Approach. Part V. Stochastic Game Strategies in Biological
Systems. 16. Robust Reference Therapeutic Control of Immune Systems under
Environmental Disturbances via Dynamic H8 Game Strategy. 17. Robust
Synthetic Genetic Circuit Design: Stochastic H8 Game Approach. 18. On the
Natural Selection Strategy in Stochastic H8 Evolutionary Game of a
Population of Biological Networks. 19. On the Nonlinear Stochastic H8 Game
Strategy of Evolutionary Biological Network in Carcinogenic Process. 20.
Noncooperative and Cooperative Stochastic H8 Evolutionary Game Strategies
of a Population of Evolutionary Biological Networks. Reference.

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Part I. General Theory of Stochastic Games. 1. Introduction. 2. Introduction to Stochastic Games in Linear Stochastic Systems. 3. Introduction to Stochastic Games in Nonlinear Stochastic Systems. Part II. Stochastic Game Strategies in Control System Designs. 4. Robust Adaptive Tracking Control Design of Robot Systems under Parameter Perturbation and External Disturbance: A Minimax H Dynamic Game Approach. 5. A Robust Adaptive H Tracking Control Design Based on Minimax H Game for Wheeled Vehicles with Trailer. 6. Stochastic Nash Game Approach to Stochastic H2/H Robust Control Design for Linear Systems with State-Dependent Wiener Noise and External Disturbance. 7. Fuzzy multi-player Stochastic Noncooperative and Cooperative H2 Game Strategies for Nonlinear Stochastic Observer-based Control Systems. 8. Stochastic Non-cooperative and Cooperative Multi-player H Game Strategy Design for Nonlinear Stochastic Jump Diffusion Control Systems with External Disturbance. Part III.Stochastic Game Strategies in Signaling Processing and Communication. 9. Robust Design of Deconvolution Filters in Signal Transmission Systems under Stochastic Parametric and Noise Uncertainties: Stochastic Game Approach. 10. Robust Equalizer Designs via Minimax Stochastic quadratic H2 Game Approach for MIMO Wireless Communications With Time-Varying Uncertain Channel. 11. Min-max l2 Game Approach to Robust Relative Location Estimation Problem in Wireless Sensor Networks. Part IV. Stochastic Game Strategies in Management and Financial Systems. Chapter 12. Stochastic H Game Approach to Robust Resource Management Control for CO2 Emission and Reduction of Greenhouse Effect. Chapter 13. Noncooperative and Cooperative Energy Management Strategy of Smart Power Network. Chapter 14. Robust Model Reference Investment Strategy of Nonlinear Stochastic Financial Systems: Stochastic H Game Approach. Chapter 15. Multi-person Noncooperative H Stochastic Game Strategy of Stochastic Financial Systems with Random Fluctuations: Multiobjective Optimization Approach. Part V. Stochastic Game Strategies in Biological Systems. 16. Robust Reference Therapeutic Control of Immune Systems under Environmental Disturbances via Dynamic H Game Strategy. 17. Robust Synthetic Genetic Circuit Design: Stochastic H Game Approach. 18. On the Natural Selection Strategy in Stochastic H Evolutionary Game of a Population of Biological Networks. 19. On the Nonlinear Stochastic H Game Strategy of Evolutionary Biological Network in Carcinogenic Process. 20. Noncooperative and Cooperative Stochastic H Evolutionary Game Strategies of a Population of Evolutionary Biological Networks. Reference.