Title :
Moving horizon game theoretic approaches for control strategies in a military operation
Author :
Cruz, Jose B., Jr. ; Simaan, Marwan A. ; Gacic, Aca ; Liu, Yong
Author_Institution :
Dept. of Electr. Eng., Ohio State Univ., Columbus, OH, USA
Abstract :
Dynamic game theory has received considerable attention as a possible technology for formulating control actions for agents in an extended complex enterprise that involves an adversary. Examples of such enterprises are very common in military operations, decentralized electric energy systems, and competitive manufacturing processes. Enterprises of this typed typically involve two teams of decision agents each with a different objective function and possibly with a different hierarchy of decision-making Because of the complexity of such systems, traditional solutions from dynamic game theory are computationally extremely difficult, if not impossible, to derive. We discuss a solution approach where at each step the control agents limit the computation of their actions to a short time horizon that may involve only the next few time steps. This moving horizon solution, although suboptimal in the global sense, is very useful in taking into account the possible near-term control actions of the adversary. We illustrate this solution methodology using an example of an air military operation that involves two opposing forces
Keywords :
decision theory; discrete time systems; game theory; military systems; control strategies; decision agents; decision-making; dynamic game theory; military operation; moving horizon game theoretic approaches; Control system synthesis; Control systems; Decision making; Dynamic programming; Game theory; Manufacturing processes; Mathematical model; Military computing; Modems; Optimal control;
Conference_Titel :
Decision and Control, 2001. Proceedings of the 40th IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-7061-9
DOI :
10.1109/.2001.980174