4.8 Article

Linear-Quadratic Uncertain Differential Game With Application to Resource Extraction Problem

Journal

IEEE TRANSACTIONS ON FUZZY SYSTEMS
Volume 24, Issue 4, Pages 819-826

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TFUZZ.2015.2486809

Keywords

Riccati equation; resource extraction; saddle-point Nash equilibrium; uncertain differential game

Funding

  1. National Natural Science Foundation of China [61374082, 61273044, 61573210]

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Uncertain differential game investigates interactive decision making of players over time, and the system dynamics is described by an uncertain differential equation. This paper goes further to study the two-player zero-sum uncertain differential game. In order to guarantee the saddle-point Nash equilibrium, a Max-Min theorem is provided. Furthermore, when the system dynamics is described by a linear uncertain differential equation and the performance index function is quadratic, the existence of saddle-point Nash equilibrium is obtained via the solvability of a corresponding Riccati equation. Finally, a resource extraction problem is analyzed by using the theory proposed in this paper.

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