Pareto-nash-stackelberg game and control theory
: intelligent paradigms and applications 1st ed.
Author
Ungureanu, Valeriu
Additional Author(s)
-
Publisher
Cham, Switzerland : Springer International Publishing, 2018
Language
English
ISBN
9783319751511
Series
Smart innovation, systems and technologies 89
Subject(s)
ARTIFICIAL INTELLIGENCE
CONTROL THEORY
GAME THEORY
Notes
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Abstract
This book presents a comprehensive new, multi-objective and integrative view on traditional game and control theories. Consisting of 15 chapters, it is divided into three parts covering noncooperative games; mixtures of simultaneous and sequential multi-objective games; and multi-agent control of Pareto-Nash-Stackelberg-type games respectively. Can multicriteria optimization, game theory and optimal control be integrated into a unique theory? Are there mathematical models and solution concepts that could constitute the basis of a new paradigm? Is there a common approach and method to solve emerging problems? The book addresses these and other related questions and problems to create the foundation for the Pareto-Nash-Stackelberg Game and Control Theory. It considers a series of simultaneous/Nash and sequential/Stackelberg games, single-criterion and multicriteria/Pareto games, combining Nash and Stackelberg game concepts and Pareto optimization, as well as a range of notions related to system control. In addition, it considers the problems of finding and representing the entire set of solutions. Intended for researches, professors, specialists, and students in the areas of game theory, operational research, applied mathematics, economics, computer science and engineering, it also serves as a textbook for various courses in these fields.
