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Game Theory in Defence Applications: A Review.
Edwin Ho1, Arvind Rajagopalan2, Alex Skvortsov3
1Faculty of Engineering, University of Sydney, Sydney, NSW 2006, Australia.
This review explores game theory applications in defense, analyzing 29 papers on modeling decision-making in warfare scenarios. It classifies literature by warfare type, game theory branch, and player dynamics, identifying research gaps.
Area of Science:
- Operations Research
- Game Theory
- Defence Science
Background:
- Game theory effectively models decision-making for intelligent agents in various fields.
- Defence applications require predicting and modeling adversarial actions and competitive player interactions.
- Game theory's strength lies in analyzing how competitive players' actions influence each other's decisions.
Purpose of the Study:
- To provide a structured review of game theory applications in defence decision-making scenarios.
- To classify existing literature based on warfare type, game theory models used, and player configurations.
- To identify research gaps for future game theory applications in defence.
Main Methods:
- Systematic literature review of 29 relevant papers on game theory in defence.
- Classification of papers by warfare type (Command and Control, Resource Allocation, Information, Weapons Control, Adversary Monitoring).
- Categorization based on game theory types (cooperative/non-cooperative, simultaneous/sequential, discrete/continuous, zero-sum/non-zero-sum) and player numbers (two, three, multi-player).
Main Results:
- Most reviewed papers focus on Command and Control Warfare, including sub-categories like Resource Allocation and Information Warfare.
- Commonly studied areas involve sensing, tracking, and large sensor networks, with parallels to civilian sensor network analysis.
- Literature classified across various game theory types and player configurations, with analysis of player nature and payoff functions.
Conclusions:
- Game theory is a valuable tool for modeling defence decision-making, particularly in Command and Control Warfare.
- Significant parallels exist between defence applications and civilian sensor network analysis.
- Identified research gaps suggest opportunities for novel game theory applications in unexplored defence scenarios.
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