COORDINATE-WISE INTEGRAL CONSTRAINT PURSUIT GAME OF STATE-TRANSITION MODELLED BY INFINITE SYSTEM OF TWO-COUPLED DIFFERENTIAL EQUATIONS

Keywords: Coordinate-Wise Integral Constraints, Infinite system, Pursuit Differential Game, State Transfer, Two-Coupled system of ODEs

Abstract

Pursuit-evasion games are pivotal in control theory, robotics, and autonomous systems, modelling adversarial interactions where agents operate under resource constraints. This paper investigates a two-player pursuit game governed by a two-coupled infinite system of first-order ODEs. The pursuer in the game seeks to steer the state trajectory precisely to a prescribed target state in finite time, while the evader works to prevent this outcome. Unlike most existing works, which impose global geometric or integral resource constraints on players’ controls, this study adopts coordinate-wise integral constraints. Under this formulation, for each coordinate, the pursuer’s and evader’s control inputs satisfy per-coordinate energy bounds. It is shown that if, for every coordinate, the pursuer’s energy bound exceeds that of the evader, and if the scaled initial target mismatches are uniformly bounded so that the coordinate-wise pursuit completion times are well-defined and their supremum is finite, then the pursuer possesses a guaranteed winning strategy. An explicit strategy is constructed for the pursuer and its admissibility under the per coordinate integral constraints is proved. Moreover, for every admissible evader control, it is shown that the resulting trajectory reaches the target state exactly at the guaranteed pursuit time, ensuring pursuit completion. An illustrative example is provided to demonstrate the applicability of the obtained results.

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References

M. W. Hasan and L. G. Ibrahim, "A PURSUIT-EVASION GAME ROBOT CONTROLLER DESIGN BASED ON A NEURAL NETWORK WITH AN IMPROVED OPTIMIZATION ALGORITHM," Results Control Optim, vol. 17, p. 100503, 2024. doi: https://doi.org/10.1016/j.rico.2024.100503

X. Hu, S. Liu, J. Xu, B. Xiao, and C. Guo, "INTEGRAL REINFORCEMENT LEARNING BASED DYNAMIC STACKELBERG PURSUIT-EVASION GAME FOR UNMANNED SURFACE VEHICLES," Alex Eng J, vol. 108, pp. 428-435, 2024. doi: https://doi.org/10.1016/j.aej.2024.07.085

L. Huang and Q. Zhu, "A DYNAMIC GAME FRAMEWORK FOR RATIONAL AND PERSISTENT ROBOT DECEPTION WITH AN APPLICATION TO DECEPTIVE PURSUIT-EVASION," IEEE Trans Autom Sci Eng, vol. 19, no. 4, pp. 2918-2932, 2022. doi: https://doi.org/10.1109/TASE.2021.3097286

E. Lozano, I. Becerra, U. Ruiz, L. Bravo, and R. Murrieta-Cid, "A VISIBILITY-BASED PURSUIT-EVASION GAME BETWEEN TWO NONHOLONOMIC ROBOTS IN ENVIRONMENTS WITH OBSTACLES," Auton Robot, vol. 46, pp. 349-371, 2022. doi: https://doi.org/10.1007/s10514-021-10026-5

H. Cheng and H. Ding, "DYNAMIC GAME OF CORPORATE SOCIAL RESPONSIBILITY IN A SUPPLY CHAIN WITH COMPETITION," J Clean Prod, vol. 317, p. 128398, 2021. doi: https://doi.org/10.1016/j.jclepro.2021.128398

A. Hamidoglu, "A GAME THEORETICAL APPROACH FOR FINDING NEAR-OPTIMAL SOLUTIONS OF AN OPTIMIZATION PROBLEM," Optim, vol. 72, no. 10, pp. 2561-2583, 2023. doi: https://doi.org/10.1080/02331934.2022.2069024

M. Gao, T. Yan, Q. Li, W. Fu, and J. Zhang, "INTELLIGENT PURSUIT-EVASION GAME BASED ON DEEP REINFORCEMENT LEARNING FOR HYPERSONIC VEHICLES," Aerospace, vol. 10, no. 1, p. 86, 2023. doi: https://doi.org/10.3390/aerospace10010086

E. Ho, A. Rajagopalan, A. Skvortsov, S. Arulampalam. and M. Piraveenan, "GAME THEORY IN DEFENCE APPLICATIONS: A REVIEW," Sensors, vol. 22, p. 1032, 2022. doi: https://doi.org/10.3390/s22031032

X. Tang, D. Ye, L. Huang, Z. Sun. and J. Sun, "PURSUIT-EVASION GAME SWITCHING STRATEGIES FOR SPACECRAFT WITH INCOMPLETE-INFORMATION," Aerosp Sci Technol, vol. 119, p. 107112, 2021. doi: https://doi.org/10.1016/j.ast.2021.107112

Z. Mu, J. Pan and L. Cao, "A SURVEY OF THE PURSUIT-EVASION PROBLEM IN SWARM INTELLIGENCE," Front Inf Technol Electron Eng, vol. 24, pp. 1093-1116, 2023. doi: https://doi.org/10.1631/FITEE.2200590

A. N. Peterson, A. P. Soto, and M. J. McHenry, "PURSUIT AND EVASION STRATEGIES IN PREDATOR-PREY INTERACTIONS OF FISHES," Integr Comp Biol, vol. 61, no. 2, pp. 668-680, 2021. doi: https://doi.org/10.1093/icb/icab116

G. I. Ibragimov, M. Tukhtasinov, R. M. Hasim, and I. A. Alias, "A PURSUIT PROBLEM DESCRIBED BY INFINITE SYSTEM OF DIFFERENTIAL EQUATIONS WITH COORDINATE-WISE INTEGRAL CONSTRAINTS ON CONTROL FUNCTIONS," Malays J Math Sci, vol. 9, no. 1, pp. 67-76, 2015.

G. I. Ibragimov, R. M. Hasim, A. Rakhmanov, and I. A. Alias, "OPTIMAL PURSUIT TIME IN DIFFERENTIAL GAME FOR AN INFINITE SYSTEM OF DIFFERENTIAL EQUATIONS," Malays J Math Sci, vol. 10, no. S, pp. 267-277, 2016.

U. Waziri, G. I. Ibragimov, and I. A. Alias, "GUARANTEED PURSUIT TIME IN A DIFFERENTIAL GAME WITH COORDINATE-WISE INTEGRAL CONSTRAINTS," AIP Conf Proc, vol. 2184, p. 040014, 2019. doi: https://doi.org/10.1063/1.5136387

B. A. Umar, U. Waziri, A. Yusha’u, and A. A. Gwani, "DIFFERENTIAL GAME OF TWO PURSUERS CHASING ONE EVADER WITH DIFFERENT FORMS OF CONSTRAINTS IN L2-SPACE," Gadau J Pure Allied Sci, vol. 3, no. 1, pp. 72-78, 2024. doi: https://doi.org/10.54117/gjpas.v3i1.148

B. M. Umar, J. Rilwan, M. Aphane, and K. Muangchoo, "PURSUIT AND EVASION LINEAR DIFFERENTIAL GAME PROBLEMS WITH GENERALIZED INTEGRAL CONSTRAINTS," Symmetry, vol. 16, no. 5, p. 513, 2024. doi: https://doi.org/10.3390/sym16050513

G. M. Abdualimova, N. A. Mamadaliev, and M. Tukhtasinov, "SUFFICIENT SOLVABILITY CONDITIONS FOR THE PROBLEM OF PURSUIT UNDER AN IMPULSE ACTION," Comput Math Math Phys, vol. 63, pp. 1166-1175, 2023. doi: https://doi.org/10.1134/S0965542523070023

A. J. Badakaya, A. S. Halliru, J. Adamu, and A. I. Kiri, "A DIFFERENTIAL GAME OF PURSUIT-EVASION WITH CONSTRAINED PLAYERS’ ENERGY," Data Anal Appl Math, vol. 3, no. 1, pp. 42-51, 2022. doi: https://doi.org/10.15282/daam.v3i1.7617

A. J. Badakaya, H. Abdullahi, and M. Salimi, "A PURSUIT GAME IN A CLOSED CONVEX SET ON A EUCLIDEAN SPACE," Diff Equ Dyn Syst, vol. 32, pp. 1215-1224, 2024. doi: https://doi.org/10.1007/s12591-022-00621-y

A. A. Chikrii and I. S. Rappoport, "A MODIFIED METHOD OF RESOLVING FUNCTIONS FOR GAME CONTROL PROBLEMS WITH INTEGRAL CONSTRAINTS," Cybern Syst Anal, vol. 59, no. 4, pp. 581-590, 2023. doi: https://doi.org/10.1007/s10559-023-00593-z

N. A. Mamadaliev, "THE PURSUIT FOR LINEAR GAMES WITH INTEGRAL CONSTRAINTS ON PLAYERS’ CONTROLS," Russ Math, vol. 64, pp. 9-24, 2020. doi: https://doi.org/10.3103/S1066369X20030020

N. A. Mamadaliev and B. K. Khayitkulov, "COMPLETE SOLUTION OF A CLASS OF DIFFERENTIAL PURSUIT GAMES WITH INTEGRAL CONSTRAINT AND IMPULSE CONTROL," Russ Math, vol. 66, pp. 22-29, 2022. doi: https://doi.org/10.3103/S1066369X22030069

G. I. Ibragimov, U. Waziri, I. A. Alias, and Z. B. Ibrahim, "A GUARANTEED PURSUIT TIME IN A DIFFERENTIAL GAME IN HILBERT SPACE," Malays J Sci, vol. 38, pp. 43-54, 2019. doi: https://doi.org/10.22452/mjs.sp2019no1.4

C. S. Odiliobi, R. M. Hasim, and G. Ibragimov, "ORIGIN-TRANSFER GEOMETRIC CONSTRAINT PURSUIT GAME MODELLED BY INFINITE SYSTEM OF DYADIC DIFFERENTIAL EQUATIONS," J Qual Meas Anal, vol. 21, no. 2, pp. 27-40, 2025. doi: https://doi.org/10.17576/jqma.2102.2025.03

B. M. Umar, J. Rilwan, M. L. Danyaro, A. B. Muhammad, and S. A. Bagare, "GUARANTEED PURSUIT TIME FOR AN INFINITE SYSTEM IN L2 WITH GEOMETRIC CONSTRAINTS," Bangmod Int J Math Comp Sci, vol. 11, pp. 63-74, 2025. doi: https://doi.org/10.58715/bangmodjmcs.2025.11.4

E. B. Lee and L. Markus, FOUNDATIONS OF OPTIMAL CONTROL THEORY, New York: John Wiley & Sons, 1967.

G. Leitmann, AN INTRODUCTION TO OPTIMAL CONTROL, New York: McGraw-Hill, 1966.

B. B. Borodo, M. S. Minjibir, and A. J. Badakaya, "PURSUIT DIFFERENTIAL GAME PROBLEM WITH COMPONENT-WISE CONSTRAINTS IN L∞," J Optim Theory Appl, vol. 207, p. 31, 2025. doi: https://doi.org/10.1007/s10957-025-02785-3

F. L. Chernousko, "BOUNDED CONTROLS IN DISTRIBUTED-PARAMETER SYSTEMS," J Appl Math Mech, vol. 56, no. 5, pp. 707-723, 1992. doi: https://doi.org/10.1016/0021-8928(92)90057-F

G. Ibragimov, M. Ferrara, I. A. Alias, M. Salimi, and N. Ismail, "PURSUIT AND EVASION GAMES FOR AN INFINITE SYSTEM OF DIFFERENTIAL EQUATIONS," Bull Malays Math Sci Soc, vol. 45, pp. 69-81, 2022. doi: https://doi.org/10.1007/s40840-021-01176-x

F. Allahabi and M. A. Mahiub, "A PROBLEM OF PURSUIT GAME WITH VARIOUS CONSTRAINTS ON CONTROLS OF PLAYERS," Int J Partial Differ Equ, vol. 6, no. 1, pp. 13-17, 2019.

M. Ruziboev and I. Zaynabiddinov, "PURSUIT EVASION DIFFERENTIAL GAMES IN LP ON A FINITE TIME INTERVAL," Lobachevskii J Math, vol. 46, pp. 852-862, 2025. doi: https://doi.org/10.1134/S1995080225600207

Published
2026-08-24
How to Cite
[1]
C. S. Odiliobi, R. M. Hasim, and G. Ibragimov, “COORDINATE-WISE INTEGRAL CONSTRAINT PURSUIT GAME OF STATE-TRANSITION MODELLED BY INFINITE SYSTEM OF TWO-COUPLED DIFFERENTIAL EQUATIONS”, BAREKENG: J. Math. & App., vol. 20, no. 4, pp. 2949-2966, Aug. 2026.