OPTIMAL TIME MOMENTS IN A UNIFORM 1-BULLET SILENT DUEL WITH SCALED EXPONENTIALLY-CONVEX ACCURACY

Authors

DOI:

https://doi.org/10.26408/138.05

Keywords:

uniform 1-bullet silent duel, scaled accuracy, exponentially-convex accuracy, matrix game, optimal time moment

Abstract

The finite 1-bullet silent duel is considered, involving two duelists who shoot with exponentially-convex accuracy through a uniformly quantized time. The duel is a symmetric matrix game whose optimal value is 0, and each of the duelists has the same optimal behavior, whether it is in pure or mixed strategies. The actual beginning is never optimal in the duel. Apart from the very end of the duel, the conditions for the optimal time moment existence are found. Numerical experiments confirm that the optimality can be manipulated by changing the accuracy factor that scales the payoffs. The results are applicable in systems under limited or censored communication with uncertainty, latency, and lucrative delayed actions. Some examples of such set-ups are time-sensitive information release (privacy and censorship), queueing and load balancing (information science and telecommunication systems), and block proposal timing for decentralized consensus protocols (in Proof-of-Work and Proof-of-Stake).

References

Aliprantis, C., & Chakrabarti, S. (2000). Games and decision making. Oxford University Press.

Alpern, S., & Howard, J. V. (2019). A short solution to the many-player silent duel with arbitrary consolation prize. European Journal of Operational Research, 273(2), 646-649. https://doi.org/10.1016/j.ejor.2018.08.040

Barron, E. N. (2013). Game theory: An introduction (2nd ed.). Wiley. https://doi.org.10.1002/9781118547168

Epstein, R. A. (2013). The theory of gambling and statistical logic (2nd ed.). Academic Press. https://doi.org/10.1016/C2009-0-20160-7

Ewerhart, C. (2020). Finite blockchain games. Economics Letters, 197, 109614. https://doi.org/10.1016/j.econlet.2020.109614

Gans, J. (2023). Proof of work versus proof of stake. In J. Gans, The economics of blockchain consensus (pp. 69-83). Palgrave Macmillan. https://doi.org/10.1007/978-3-031-33083-4_5

Laraki, R., Solan, E., & Vieille, N. (2005). Continuous-time games of timing. Journal of Economic Theory, 120(2), 206-238. https://doi.org/10.1016/j.jet.2004.02.001

Liu, Y., Liu, J., Vaz Salles, M. A., Zhang, Z., Li, T., Hu, B., Henglein, F., & Lu, R. (2022). Building blocks of sharding blockchain systems: Concepts, approaches, and open problems. Computer Science Review, 46, 100513. https://doi.org/10.1016/j.cosrev.2022.100513

Moallemi, C. C., Pai, M. M., & Robinson, D. (2025). Latency advantages in common-value auctions. arXiv:2504.02077 [econ.TH]. https://doi.org/10.48550/arXiv.2504.02077

Osborne, M. J. (2003). An introduction to game theory. Oxford University Press.

Radzik, T. (1996). Results and problems in games of timing. Statistics, probability and game theory. Lecture Notes – Monograph Series, 30, 269-292.

Reinganum, J. F. (1989). The timing of innovation: Research, development, and diffusion. In R. Willig, R. Schmalensee (eds.), Handbook of Industrial Organization. Volume 1 (pp. 849-908). Elsevier.

Robin [blockchain strategist, https://epicblockchainwise.com/author/robin], 2025, Time-based attacks – blockchain timing vulnerabilities, 05.07.2025. https://epicblockchainwise.com/time-based-attacks-blockchain-timing-vulnerabilities (10.01.2026).

Romanuke, V. V. (2019). Ecological-economic balance in fining environmental pollution subjects by a dyadic 3-person game model. Applied Ecology and Environmental Research, 17(2), 1451-1474. https://doi.org/10.15666/aeer/1702_14511474

Romanuke, V. V. (2024a). Pure strategy saddle points in the generalized progressive discrete silent duel with identical linear accuracy functions. Journal of Information and Organizational Sciences, 48(1), 81-98. https://doi.org/10.31341/jios.48.1.4

Romanuke, V. V. (2024b). Pure strategy solutions in the progressive discrete silent duel with identical linear accuracy functions and shooting uniform jitter. Journal of Mathematics and Applications, 47, 91-108.

Romanuke, V. V. (2024c). Pure strategy solutions of the progressive discrete silent duel with generalized identical quadratic accuracy functions. Discrete Applied Mathematics, 349, 215-232. https://doi.org/10.1016/j.dam.2024.02.015

Romanuke, V. V. (2025a). Pure strategy solutions in the progressive discrete silent duel with quadratic accuracy symmetry and shooting uniform jitter. Annals of the University of Craiova, Mathematics and Computer Science Series, 52(1), 42-66. https://doi.org/10.52846/ami.v52i1.1920

Romanuke, V. V. (2025b). Discrete silent duel pure strategy solutions by linear single-bullet accuracy symmetry and shooting uniform jitter. Journal of the Korean Society for Industrial and Applied Mathematics, 29(2), 145-170. http://dx.doi.org/10.12941/jksiam.2025.29.145

Schwarz-Schilling, C., Saleh, F., Thiery, T., Pan, J., Shah, N., & Monnot, B. (2023). Time is money: Strategic timing games in proof-of-stake protocols. In: 5th Conference on Advances in Financial Technologies (AFT 2023). Leibniz International Proceedings in Informatics (LIPIcs), 282(30), 30:1-30:17. https://doi.org/10.48550/arXiv.2305.09032

Viscolani, B. (2012). Pure-strategy Nash equilibria in an advertising game with interference. European Journal of Operational Research, 216(3), 605-612. https://doi.org/10.1016/j.ejor.2011.08.002

Wang, X., & Wu, L.-Y. (2025). Toward energy-efficient blockchain system: A game theoretic analysis. Computers & Industrial Engineering, 200, 110821. https://doi.org/10.1016/j.cie.2024.110821

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Published

2026-06-26

How to Cite

Romanuke, V. (2026). OPTIMAL TIME MOMENTS IN A UNIFORM 1-BULLET SILENT DUEL WITH SCALED EXPONENTIALLY-CONVEX ACCURACY. Scientific Journal of Gdynia Maritime University, 138, 50–67. https://doi.org/10.26408/138.05