Optimal control harvesting in a deterministic predator-prey model for a three-patch ecosystem

Authors

DOI:

https://doi.org/10.51867/Asarev.Maths.2.1.6

Abstract

Predator-prey interactions play a pivotal role in shaping ecosystem dynamics, with significant implications for sustainable resource management. While much of the existing literature has focused on deterministic harvesting models in single or two-patch ecosystems, there remains a gap in exploring optimal harvesting strategies within spatially distributed multi-patch systems. This study develops a deterministic predator-prey model across three interconnected patches, representing cage-based aquaculture zones within a lake. The model incorporates prey migration between patches and harvesting applied to the prey population only. We formulate an optimal control problem aimed at maximizing the net economic return from harvesting while ensuring ecological sustainability. Using Pontryagin’s Maximum Principle, we derive necessary conditions for optimality and construct a time-dependent control strategy. Numerical simulations, with the help of Python software, reveal that fixed-rate harvesting lead to population decline or instability, while the optimal control strategy stabilizes both predator and prey populations within sustainable bounds. These findings provide valuable insights for fisheries management, aquaculture policy, and the design of ecologically sound harvesting strategies in multi-zone environments.

References

Azar, C., Lindgren, K., and Holmberg, J. (1996). Constant quota versus constant effort harvesting.

https://doi.org/10.1007/BF00699291 DOI: https://doi.org/10.1007/BF00699291

Brauer, F., and Soudack, A. C. (1979). Stability regions and transition phenomena for harvested predator-prey systems. Journal of Mathematical Biology 7.4: 319-337. https://doi.org/10.1007/BF00275152 DOI: https://doi.org/10.1007/BF00275152

Brauer, F., and Soudack, A. C. (1981). Constant-rate stocking of predator-prey systems. Journal of Mathematical Biology, 11, 1-14. https://doi.org/10.1007/BF00275820 DOI: https://doi.org/10.1007/BF00275820

Brauer, F. (1984). Constant Yield Harvesting of Population Systems. In: Levin, S. A., Hallam, T.G. (eds) Mathematical Ecology. Lecture Notes in Biomathematics, vol 54. Springer, Berlin, Heidelberg.

https://doi.org/10.1007/978-3-642-87422-2_18 DOI: https://doi.org/10.1007/978-3-642-87422-2_18

Brauer, F., and Chavez, C. C. (2001). Mathematical models in population biology and epidemiology. Second Edition, Springer, New York. https://doi.org/10.1007/978-1-4757-3516-1 DOI: https://doi.org/10.1007/978-1-4757-3516-1

Carroll, C. (2004). Theoretical foundations of buffer stock saving. https://doi.org/10.3386/w10867. DOI: https://doi.org/10.3386/w10867

Chatterjee, A., and Pal, S. (2023). A predator-prey model for the optimal control of fish harvesting through the imposition of a tax. An International Journal of Optimization and Control: Theories and Applications (IJOCTA), 13(1), 68-80. https://doi.org/10.11121/ijocta.2023.1218 DOI: https://doi.org/10.11121/ijocta.2023.1218

Choirul et al., (2023). Prey-Predator Mathematics Model for Fisheries Insurance Calculations in the Search of Optimal Strategies for Inland Fisheries Management: A Systematic Literature Review. Sustainability, 15(16), 12376; https://doi.org/10.3390/su151612376 DOI: https://doi.org/10.3390/su151612376

Darcy et al., (2019). Opportunities to improve fisheries management through innovative technology and advanced data systems. Volume 20, Issue 3, Pages 564-583. https://doi.org/10.1111/faf.12361 DOI: https://doi.org/10.1111/faf.12361

Dessy, R. S., Martha, L., and Pratama, R. A. (2023). Harvesting effect a Ratio-Dependent Predator-Prey Model. Technium: Romanian Journal of Applied Sciences and Technology, 17(1), 1-7. Retrieved from https://techniumscience.com/index.php/technium/article/view/10038.

Edwige, B., Bernt-Erik, S., and Steinar, E. (2021). Sustainable strategies for harvesting predators and prey in a fluctuating environment. Ecological Modelling, Volume 440, 109350.

https://doi.org/10.1016/j.ecolmodel.2020.109350 DOI: https://doi.org/10.1016/j.ecolmodel.2020.109350

Hastings, A. (1998). Population biology, concepts and models. Springer, New York.

Lasse et al., (2011). The roles of spatial heterogeneity and adaptive movement in stabilizing (or destabilizing) simple metacommunities. Journal of Theoretical Biology, Volume 291, Pages 76-87.

https://doi.org/10.1016/j.jtbi.2011.09.004 DOI: https://doi.org/10.1016/j.jtbi.2011.09.004

Lyapunov's method and the Lasalle invariance principle. (2023). Ordinary Differential Equations, 79-90. https://doi.org/10.1142/9789811281556-0007. DOI: https://doi.org/10.1142/9789811281556_0007

Mark, K. (2001). Elements of Mathematical Ecology. Cambridge University Press, Cambridge, UK. https://doi.org/10.1017/CBO9780511608520. DOI: https://doi.org/10.1017/CBO9780511608520

Murray, J. D. (2002). Mathematical biology: I. An introduction. Third Edition, Springer Verlag, Berlin.

Nadia, M. (2023). A dynamic analysis of a prey-predator population model with a nonlinear harvesting rate. Arab Journal of Mathematical Sciences, ISSN: 1319-5166.

Nicholas et al., (2021). Overfishing drives over one-third of all sharks and rays towards a global extinction crisis. Current Biology, Volume 31, Issue 21, 4773-4787. https://doi.org/10.1016/j.cub.2021.08.062 DOI: https://doi.org/10.1016/j.cub.2021.08.062

Prabir, P., Shyamal, K. M., and Golam, M. (2018). Dynamics of a predator-prey model with stage-structure on both species and anti-predator behavior. Volume 10, Pages 50-57, ISSN 2352-9148, https://doi.org/10.1016/j.imu.2017.12.004. DOI: https://doi.org/10.1016/j.imu.2017.12.004

Sahoo, B., Das B., and Samanta S. (2016). Dynamics of harvested-predator-prey model: role of alternative resources. Model. Earth Syst. Environ. 2, 140. https://doi.org/10.1007/s40808-016-0191-x. DOI: https://doi.org/10.1007/s40808-016-0191-x

Syamsuddin, T., and Rustam, T. (2017). Optimal harvesting policy og predator-prey model with free fishing and reserve zones. AIP Conference Proceedings 1825, 020023. https://doi.org/10.1063/1.4978992 DOI: https://doi.org/10.1063/1.4978992

Tapan, K. K. (2003). Selective harvesting in a prey-predator fishery with time delay. Mathematical and Computer Modelling, vol. 38, no. 3-4, pp. 449-458. https://doi.org/10.1016/S0895-7177(03)90099-9 DOI: https://doi.org/10.1016/S0895-7177(03)90099-9

Tapan, K. K. and Pahari, U. K. (2007). Modelling and analysis of a prey-predator system with stage-structure and harvesting. Nonlinear Analysis. Real World Applications, vol. 8, no. 2, pp. 601-609.

https://doi.org/10.1016/j.nonrwa.2006.01.004 DOI: https://doi.org/10.1016/j.nonrwa.2006.01.004

Tapan, K. K. and Chakraborty, K. (2010). Effort dynamic in a prey-predator model with harvesting. International Journal of Information and Systems Sciences, vol. 6, no. 3, pp. 318-332.

Tapan, K. K. and Ghorai, A. (2011). Dynamic behaviour of a delayed predators-prey model with harvesting. Applied Mathematics and Computation, vol. 217, no. 22, pp. 9085-9104.

https://doi.org/10.1016/j.amc.2011.03.126 DOI: https://doi.org/10.1016/j.amc.2011.03.126

Tapan, K. K. (2006). Modelling and analysis of a harvested prey-predator system incorporating a prey refuge. Journal of Computational and Applied Mathematics, Volume 185, Issue 1, Pages 19-33.

https://doi.org/10.1016/j.cam.2005.01.035 DOI: https://doi.org/10.1016/j.cam.2005.01.035

Ugo, B., Mario, S., and Dominique, S. (2021). Introduction to the Pontryagin Maximum Principle for Quantum Optimal Control. PRX Quantum. DOI: https://doi.org/10.1103/PRXQuantum.2.030203. DOI: https://doi.org/10.1103/PRXQuantum.2.030203

Wang, J., and Nie, H. (2022). Invasion dynamics of a predator-prey system in closed advective environments. Journal of Differential Equations, 318, 298-322. https://doi.org/10.1016/j.jde.2022.02.043 DOI: https://doi.org/10.1016/j.jde.2022.02.043

Yunfei, L.V., Rong Y., and Yongzhen P. (2012). A prey-predator model with harvesting for fishery resource with reserve area. Applied Mathematical Modelling, Volume 37, Issue 5, Pages 3048-3062, https://doi.org/10.1016/j.apm.2012.07.030. DOI: https://doi.org/10.1016/j.apm.2012.07.030

Downloads

Published

2025-07-14

How to Cite

Mayabi, L. T., Angwenyi, D., & Oganga, D. (2025). Optimal control harvesting in a deterministic predator-prey model for a three-patch ecosystem. African Scientific Annual Review, 2(1), 84-99. https://doi.org/10.51867/Asarev.Maths.2.1.6

Share