Inverse Optimal Control and Inverse Noncooperative Dynamic Game Theory
Inverse Optimal Control and Inverse Noncooperative Dynamic Game Theory: A Minimum-Principle Approach
English | 2022 | ISBN: 3030933164 | 278 Pages | PDF | 4 MB
English | 2022 | ISBN: 3030933164 | 278 Pages | PDF | 4 MB
This book presents a novel unified treatment of inverse problems in optimal control and noncooperative dynamic game theory. It provides readers with fundamental tools for the development of practical algorithms to solve inverse problems in control, robotics, biology, and economics. The treatment involves the application of Pontryagin's minimum principle to a variety of inverse problems and proposes algorithms founded on the elegance of dynamic optimization theory. There is a balanced emphasis between fundamental theoretical questions and practical matters.