Optimal regional control of a spatial diffusion Cholera model with environmental pathogen transmission

Jinghan Hui , Tong Chen , Peng Wu

Electronic Research Archive ›› 2026, Vol. 34 ›› Issue (5) : 3380 -3409.

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Electronic Research Archive ›› 2026, Vol. 34 ›› Issue (5) :3380 -3409. DOI: 10.3934/era.2026152
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Optimal regional control of a spatial diffusion Cholera model with environmental pathogen transmission
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Abstract

In this paper, we propose a regional control strategy to address the challenge of cholera transmission, which is characterized by significant spatial heterogeneity due to its waterborne nature. A spatiotemporal dynamic model was formulated using reaction-diffusion equations, coupled with a four- dimensional optimal control framework encompassing awareness education, expanded vaccination, water chlorination, and treatment. The core mathematical analysis proceeded in three stages: First, the well-posedness of the state system was established, proving the existence and uniqueness of strong solutions. Second, the existence of an optimal control solution was rigorously demonstrated using the method of minimizing sequences. Finally, the first-order necessary optimality conditions were derived by constructing an adjoint system and applying Pontryagin’s maximum principle, which explicitly characterized the optimal control quadruple. Numerical simulations validated the theoretical framework, with direct comparisons between regional and uniform control strategies demonstrating the distinct advantage of our approach in cost-effectiveness and outbreak containment efficacy.

Keywords

cholera / reaction-diffusion model / optimal regional control / environmental pathogen transmission

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Jinghan Hui, Tong Chen, Peng Wu. Optimal regional control of a spatial diffusion Cholera model with environmental pathogen transmission. Electronic Research Archive, 2026, 34 (5) : 3380-3409 DOI:10.3934/era.2026152

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References

[1]

D. A. Sack, R. B. Sack, G. B. Nair, A. K. Siddique, Cholera, Lancet, 363 (2004), 223-233. https://doi.org/10.1016/S0140-6736(03)15328-7

[2]

J. B. Harris, R. C. LaRocque, F. Qadri, E. T. Ryan, S. B. Calderwood, Cholera, Lancet , 379 (2012), 2466-2476. https://doi.org/10.1016/S0140-6736(12)60436-X

[3]

D. Barua, History of cholera, Cholera, (1992), 1-36. https://doi.org/10.1007/978-1-4757-9688-9_1

[4]

M. Ali, A. R. Nelson, A. L. Lopez, D. A. Sack, Updated global burden of cholera in endemic countries, PLoS Negl. Trop. Dis., 9 (2015), e0003832. https://doi.org/10.1371/journal.pntd.0003832

[5]

World Health Organization, Cholera - Global situation, in Disease Outbreak News , 2023. Available from: https://www.who.int/emergencies/disease-outbreak-news/item/2023-DON437.

[6]

A. Camacho, M. Bouhenia, R. Alyusfi, A. Alkohlani, M. A. M. Naji, X. Radigués, et al., Cholera epidemic in Yemen, 2016-18: an analysis of surveillance data, Lancet Global Health, 6 (2018), e680-e690. https://doi.org/10.1016/S2214-109X(18)30230-4

[7]

V. Capasso, S. L. Paveri-Fontana, A mathematical model for the 1973 cholera epidemic in the European Mediterranean region, Rev. Epidemiol. Sante Publique, 27 (1979), 121-132.

[8]

A. S. Azman, K. E. Rudolph, D. A. T. Cummings, J. Lessler, The incubation period of cholera: a systematic review, J. Infect., 66 (2013), 432-438. https://doi.org/10.1016/j.jinf.2012.11.013

[9]

C. T. Codeço, Endemic and epidemic dynamics of cholera: the role of the aquatic reservoir, BMC Infect. Dis., 1 (2001), 1. https://doi.org/10.1186/1471-2334-1-1

[10]

H. Zhao, S. Zou, X. Wang, Y. Chen, Dynamic behaviors of a cholera model with nonlinear incidences, multiple transmission pathways, and imperfect vaccine, J. Appl. Math. Comput., 70 (2024), 917-946. https://doi.org/10.1007/s12190-024-01994-9

[11]

Z. Mukandavire, S. Liao, J. Wang, H. Gaff, D. L. Smith, J. G. Morris, Estimating the reproductive numbers for the 2008-2009 cholera outbreaks in Zimbabwe, Proc. Natl. Acad. Sci. U.S.A., 108 (2011), 8767-8772. https://doi.org/10.1073/pnas.1019712108

[12]

X. Tian, R. Xu, J. Lin, Mathematical analysis of a cholera infection model with vaccination strategy, Appl. Math. Comput., 361 (2019), 517-535. https://doi.org/10.1016/j.amc.2019.05.055

[13]

J. Wang, F. Xie, T. Kuniya, Analysis of a reaction-diffusion cholera epidemic model in a spatially heterogeneous environment, Commun. Nonlinear Sci. Numer. Simul., 80 (2020), 104951. https://doi.org/10.1016/j.cnsns.2019.104951

[14]

M. A. Safi, D. Y. Melesse, A. B. Gumel, Dynamics analysis of a multi-strain cholera model with an imperfect vaccine, Bull. Math. Biol., 75 (2013), 1104-1137. https://doi.org/10.1007/s11538-013-9845-2

[15]

X. Wang, X. Q. Zhao, J. Wang, A cholera epidemic model in a spatiotemporally heterogeneous environment, J. Math. Anal. Appl., 468 (2018), 893-912. https://doi.org/10.1016/j.jmaa.2018.08.039

[16]

F. Capone, V. Cataldis, R. De Luca, Influence of diffusion on the stability of equilibria in a reaction-diffusion system modeling cholera dynamics, J. Math. Biol., 71 (2015), 1107-1131. https://doi.org/10.1007/s00285-014-0849-9

[17]

X. Wang, D. Posny, J. Wang, A reaction-convection-diffusion model for cholera spatial dynamics, Discrete Contin. Dyn. Syst. - Ser. B, 21 (2016), 2785-2809. https://doi.org/10.3934/dcdsb.2016073

[18]

E. Bertuzzo, R. Casagrandi, M. Gatto, I. Rodriguez-Iturbe, A. Rinaldo, On spatially explicit models of cholera epidemics, J. R. Soc. Interface, 7 (2009), 321-333. https://doi.org/10.1098/rsif.2009.0204

[19]

N. Bai, C. Song, R. Xu, Mathematical analysis and application of a cholera transmission model with waning vaccine-induced immunity, Nonlinear Anal. Real World Appl., 58 (2021), 103232. https://doi.org/10.1016/j.nonrwa.2020.103232

[20]

C. Modnak, A model of cholera transmission with hyperinfectivity and its optimal vaccination control, Int. J. Biomath., 10 (2017), 1750084. https://doi.org/10.1142/S179352451750084X

[21]

Y. Kang, L. Nie, Dynamical analysis and optimal control of an age-structured epidemic model with asymptomatic infection and multiple transmission pathways, Math. Methods Appl. Sci., 47 (2024), 9669-9702. https://doi.org/10.1002/mma.10088

[22]

W. Li, L. Zhang, J. Cao, F. Xu, Z. Cai, Finite time attractivity and exponentially stable of a multistage epidemic system with discontinuous incidence, Qual. Theory Dyn. Syst., 24 (2025), 199. https://doi.org/10.1007/s12346-025-01358-z

[23]

M. S. Islam, M. A. Miah, M. K. Hasan, R. B. Sack, M. J. Albert Detection of non-culturable Vibrio cholerae O1 associated with a cyanobacterium from an aquatic environment in Bangladesh , Trans. R. Soc. Trop. Med. Hyg., 88 (1994), 298-299. https://doi.org/10.1016/0035-9203(94)90085-X

[24]

D. Lantagne, T. Yates, Household water treatment and cholera control, J. Infect. Dis., 218 (2018), S147-S153. https://doi.org/10.1093/infdis/jiy488

[25]

F. Qadri, M. Ali, J. Lynch, F. Chowdhury, A. I. Khan, T. F. Wierzba, et al., Efficacy of a singledose regimen of inactivated whole-cell oral cholera vaccine: results from 2 years of follow-up of a randomised trial, Lancet Infect. Dis., 18 (2018), 666-674. https://doi.org/10.1016/S1473-3099(18)30108-7

[26]

K. Sévére, V. Rouzier, S.B. Anglade, et al., Effectiveness of oral cholera vaccine in Haiti: 37month follow-up, Am. J. Trop. Med. Hyg., 94 (2016), 1136. https://doi:10.4269/ajtmh.15-0700

[27]

S. Zhang, S. Fan, P. Wu, Complete dynamics of a heterogeneous space diffusion cholera model with nonlocal time delay and drug resistance, Z. Angew. Math. Phys., 76 (2025), 200. https://doi.org/10.1007/s00033-025-02584-w

[28]

W. Wang, X. Wang, H. Wang, Spatial dynamics of a generalized cholera model with nonlocal time delay in a heterogeneous environment, J. Differ. Equations, 405 (2024), 103-150. https://doi.org/10.1016/j.jde.2024.05.049

[29]

W. Li, L. Yang, J. Cao, Threshold dynamics of a degenerated diffusive incubation period host-pathogen model with saturation incidence rate, Appl. Math. Lett., 160 (2025), 109312. https://doi.org/10.1016/j.aml.2024.109312

[30]

A. El A. Laaroussi, M. Rachik, On the regional control of a reaction-diffusion system SIR, Bull. Math. Biol., 82 (2020), 5. https://doi.org/10.1007/s11538-019-00673-2

[31]

T. Chen, L. Chen, P. Wu, Spatiotemporal transmission dynamics and optimal regional control of a spatial heterogeneity reaction-diffusion schistosomiasis model, Commun. Nonlinear Sci. Numer. Simul., 151 (2025), 109097. https://doi.org/10.1016/j.cnsns.2025.109097

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