EN
A performance comparison of utility functions for game theory based weapon-target assignment
Abstract
The weapon-target assignment problem has been considered as an essential issue for military applications to provide a protection for defended assets. The goal of a typical weapon-target assignment problem is to maximize the expected survivability of the valuable assets. In this study, defense of naval vessels that encounter aerial targets is considered. The vessels are assumed to have different types of weapons having various firepower and cost as well as the incoming targets may have different attack capabilities. In a typical scenario, in addition to protecting assets, it is also desirable to minimize the cost of weapons. Therefore, an asset-based static weapon-target assignment problem is considered in order to both maximize the expected survivability of the assets and minimize the weapon budget. Thus, a co-operative game theory based solution is proposed which relates the utilities of the individuals to the global utility and reach the Nash equilibrium.
Keywords
References
- Roux, J. and Vuuren, H. V., Threat evalution and weapon assignment decision Support: A review of the state of art, Orion, 23 (2) (2007), 151-187, https://doi.org/10.5784/232-54.
- Lötter, D. and Vuuren, J. V., Weapon assignment decision support in a surface based air defence environment, (2013), https://www.vuuren.co.za/papers/MORSPaper.pdf.
- Arslan, G., Marden, J. R. and Shamma, J. S., Autonomous vehicle-target assignment: A game-therotical formulation, Trans. ASME,129 (2007), 584-596.
- Kline, A., Ahner, D. and Hill, R., The weapon-target assignment problem, Comput. Oper. Res., pp., 5 (2019), 226-236, https://doi.org/10.1016/j.cor.2018.10.015.
- Shi, Y., Xing, Y., Mou, C. and Kuang, Z., An optimization model based on game theory, J. Multimed., 9 (4) (2014) 583-589, https://doi.org/10.4304/jmm.9.4.583-589.
- Karasakal, O., Air defense missile-target allocation models for a naval task group, Comput. Oper. Res., 35 (2008), 1759-1770, https://doi.org/10.1016/j.cor.2006.09.011.
- Li, X, Zhou, D., Pan, Q., Tang Y. and Huang, J., Weapon-target asignment problem by multiobjective evolutionary algorithm based on decomposition, Complexity, 2018 (2018), 1-19, https://doi.org/10.1155/2018/8623051.
- Aplak, H. S. and Türkbey, O., Fuzzy logic based game theory applications in multi criteria decision making process, J. Intell. Fuzzy Syst., 25 (2) (2013), 359-371.
Details
Primary Language
English
Subjects
Engineering
Journal Section
Research Article
Early Pub Date
April 7, 2024
Publication Date
June 14, 2024
Submission Date
May 23, 2023
Acceptance Date
September 8, 2023
Published in Issue
Year 1970 Volume: 66 Number: 1
APA
Akbel, O., & Kalaycıoğlu, A. (2024). A performance comparison of utility functions for game theory based weapon-target assignment. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering, 66(1), 45-63. https://doi.org/10.33769/aupse.1301383
AMA
1.Akbel O, Kalaycıoğlu A. A performance comparison of utility functions for game theory based weapon-target assignment. Commun.Fac.Sci.Univ.Ank.Series A2-A3: Phys.Sci. and Eng. 2024;66(1):45-63. doi:10.33769/aupse.1301383
Chicago
Akbel, Oguzkan, and Aykut Kalaycıoğlu. 2024. “A Performance Comparison of Utility Functions for Game Theory Based Weapon-Target Assignment”. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering 66 (1): 45-63. https://doi.org/10.33769/aupse.1301383.
EndNote
Akbel O, Kalaycıoğlu A (June 1, 2024) A performance comparison of utility functions for game theory based weapon-target assignment. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering 66 1 45–63.
IEEE
[1]O. Akbel and A. Kalaycıoğlu, “A performance comparison of utility functions for game theory based weapon-target assignment”, Commun.Fac.Sci.Univ.Ank.Series A2-A3: Phys.Sci. and Eng., vol. 66, no. 1, pp. 45–63, June 2024, doi: 10.33769/aupse.1301383.
ISNAD
Akbel, Oguzkan - Kalaycıoğlu, Aykut. “A Performance Comparison of Utility Functions for Game Theory Based Weapon-Target Assignment”. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering 66/1 (June 1, 2024): 45-63. https://doi.org/10.33769/aupse.1301383.
JAMA
1.Akbel O, Kalaycıoğlu A. A performance comparison of utility functions for game theory based weapon-target assignment. Commun.Fac.Sci.Univ.Ank.Series A2-A3: Phys.Sci. and Eng. 2024;66:45–63.
MLA
Akbel, Oguzkan, and Aykut Kalaycıoğlu. “A Performance Comparison of Utility Functions for Game Theory Based Weapon-Target Assignment”. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering, vol. 66, no. 1, June 2024, pp. 45-63, doi:10.33769/aupse.1301383.
Vancouver
1.Oguzkan Akbel, Aykut Kalaycıoğlu. A performance comparison of utility functions for game theory based weapon-target assignment. Commun.Fac.Sci.Univ.Ank.Series A2-A3: Phys.Sci. and Eng. 2024 Jun. 1;66(1):45-63. doi:10.33769/aupse.1301383
