Abstract
Abstract
In this paper, a fractional-order model that describes transmission and control of foot-and-mouth disease is presented and analyzed. The proposed model incorporates two foot-and-mouth disease intervention strategies: vaccination of susceptible animals and quarantine of clinically infected animals. Firstly, the global existence, positivity and boundedness of solutions for the proposed model were proved. This was followed by computation of the basic reproduction number. The basic reproduction number was then used to demonstrate the global stability of the model steady states. Theoretical results were validated by solving the proposed model in MATLAB software using the modified Adams–Bashforth–Moulton predictor corrector scheme. Among several other important results, numerical results demonstrate that coupling vaccination and animal isolation could be essential to attain effective management of foot-and-mouth disease for certain disease transmission levels. However, if disease transmission exceeds a certain threshold value, then coupling vaccination and quarantine may not be sufficient to effectively manage the disease. Furthermore, simulation results also demonstrated that the qualitative nature of the solutions of the classical integer model is the same as that of the fractional-order differential model. In addition, it was shown numerically that in the presence of quarantine alone, disease outbreaks may occur.
Keywords
- Foot-and-mouth disease,
- Fractional differential equations,
- Stability
References
- Vosloo et al. (2002) Review of the status and control of foot and mouth disease in subSaharan Africa (pp. 437-449) https://doi.org/10.20506/rst.21.3.1349
- Sinkala et al. (2014) Challenges and economic implications in the control of foot and mouth disease in sub-saharan Africa: lessons from the Zambian experience https://doi.org/10.1155/2014/373921
- Ilbeigi et al. (2018) Risk factors for recurrence of FMD outbreaks in Iran: a case-control study in a highly endemic area https://doi.org/10.1186/s12917-018-1580-3
- Maree et al. (2014) Challenges and prospects for the control of foot-and-mouth disease: an African perspective (pp. 119-138) https://doi.org/10.2147/VMRR.S62607
- Hunter (1998) Vaccination as a means of control of foot-and-mouth disease in sub-Saharan Africa (pp. 261-264) https://doi.org/10.1016/s0264-410x(97)00170-9
- Bolzoni et al. (2014) React or wait: which optimal culling strategy to control infectious diseases in wildlife (pp. 1001-1025) https://doi.org/10.1007/s00285-013-0726-y
- Gloster et al. (2003) Airborne transmission of foot-and-mouth disease virus from Burnside Farm, Heddon-on-the-Wall, Northumberland, during the 2001 epidemic in the United Kingdom (pp. 525-533) https://doi.org/10.1136/vr.152.17.525
- Green et al. (2006) Modelling the initial spread of foot-and-mouth disease through animal movements (pp. 2729-2735) https://doi.org/10.1098/rspb.2006.3648
- Kao et al. (2006) Demographic structure and pathogen dynamics on the network of livestock movements in Great Britain (pp. 1999-2007) https://doi.org/10.1098/rspb.2006.3505
- Chase-Topping et al. (2013) Understanding foot-and-mouth disease virus transmission biology: identification of the indicators of infectiousness https://doi.org/10.1186/1297-9716-44-46
- Kitching (2002) Identification of foot and mouth disease virus carrier and subclinically infected animals and differentiation from vaccinated animals (pp. 531-538) https://doi.org/10.20506/rst.21.3.1365
- Kitching et al. (2005) A review of foot-and-mouth disease with special consideration for the clinical and epidemiological factors relevant to predictive modelling of the disease (pp. 197-209) https://doi.org/10.1016/j.tvjl.2004.06.001
- Keeling et al. (2003) Modelling vaccination strategies against foot-and-mouth disease (pp. 136-142) https://doi.org/10.1038/nature01343
- Mushayabasa et al. (2016) Modeling the intrinsic dynamics of foot-and-mouth disease (pp. 425-442) https://doi.org/10.3934/mbe.2015010
- Gashirai et al. (2020) Global stability and optimal control analysis of a foot-and-mouth disease model with vaccine failure and environmental transmission https://doi.org/10.1016/j.chaos.2019.109568
- Mushayabasa et al. (2011) Impact of vaccination and culling on controlling foot and mouth disease: A mathematical modeling approach (pp. 156-161) https://doi.org/10.4236/wjv.2011.14016
- Mushayabasa and Tapedzesa (2015) Modeling the effects of multiple intervention strategies on controlling foot-and-mouth disease https://doi.org/10.1155/2015/584234
- Itao et al. (2019) Threshold phenomena with respect to the initiation of depopulation in a simple model of foot-and-mouth disease (pp. 5931-5946) https://doi.org/10.3934/mbe.2019297
- Hekal et al. (2019) Seroprevalence of some Infectious transboundry diseases in cattle imported from Sudan to Egypt (pp. 92-99) https://doi.org/10.5455/javar.2019.f318
- Yano et al. (2018) The Effectiveness of a Foot and Mouth Disease Outbreak Control Programme in Thailand 2008–2015: Case Studies and Lessons Learned https://doi.org/10.3390/vetsci5040101
- Helikumi et al. (2020) A fractional-order Trypanosoma brucei rhodesiense model with vector saturation and temperature dependent parameters https://doi.org/10.1186/s13662-020-02745-3
- Moore et al. (2019) A Caputo-Fabrizio fractional differential equation model for HIV/AIDS with treatment compartment https://doi.org/10.1186/s13662-019-2138-9
- Singh et al. (2018) On the analysis of fractional diabetes model with exponential law https://doi.org/10.1186/s13662-018-1680-1
- Mouaouine et al. (2018) A fractional order SIR epidemic model with nonlinear incidence rate https://doi.org/10.1186/s13662-018-1613-z
- Rostamy and Mottaghi (2016) Stability analysis of a fractional-order epidemics model with multiple equilibriums https://doi.org/10.1186/s13662-016-0905-4
- Rihan et al. (2019) A fractional-order epidemic model with time-delay and nonlinear incidence rate (pp. 97-105) https://doi.org/10.1016/j.chaos.2019.05.039
- Barbosa et al. (2004) Tuning of PID Controllers Based on Bode’s Ideal Transfer Function (pp. 305-321) https://doi.org/10.1007/s11071-004-3763-7
- Silva and Machado (2006) Fractional order PDαdocumentclass[12pt]{minimal}
- usepackage{amsmath}
- usepackage{wasysym}
- usepackage{amsfonts}
- usepackage{amssymb}
- usepackage{amsbsy}
- usepackage{mathrsfs}
- usepackage{upgreek}
- setlength{oddsidemargin}{-69pt}
- begin{document}$$^alpha $$end{document} joint control of legged robots (pp. 1483-1501) https://doi.org/10.1177/1077546306070608
- Dabiri et al. (2018) Optimal variable-order fractional PID controllers for dynamical systems (pp. 40-48) https://doi.org/10.1016/j.cam.2018.02.029
- Baleanu, D., Mendes, L..A.: Handbook of Fractional Calculus with Applications, vol. 8. Walter de Gruyter GmbH and Co, Berlin, Germany (2019). ISBN 978-3-11-057192-9
- Vargasdeleon (2015) Volterra-type Lyapunov functions for fractional-order epidemic systems (pp. 75-85) https://doi.org/10.1016/j.cnsns.2014.12.013
- Caputo. M.: Linear models of dissipation whose Q is almost frequency independent. II. Fract. Calc. Appl. Anal.
- 11
- (1), 4–14 (2008), reprinted from Geophys. J. R. Astr. Soc. 13(5), 529–539 (1967)
- Diethelm (2010) Springer https://doi.org/10.1007/978-3-642-14574-2
- Podlubny (1999) Academic Press
- Odibat and Shawagfeh (2007) Generalized Taylor’s formula (pp. 286-293) https://doi.org/10.1016/j.amc.2006.07.102
- Liang, S., Wu, R., Chen, L.: Laplace transform of fractional order differential equations. Electron. J. Differ. Equ.
- 2015
- (139), 1-15 (2015).
- https://ejde.math.txstate.edu/Volumes/2015/139/liang.pdf
- Kexue and Jigen (2011) Laplace transform and fractional differential equations 24(12) (pp. 2019-2023) https://doi.org/10.1016/j.aml.2011.05.035
- Igor (1999) Academic Press
- Supajaidee and Moonchai (2017) Stability analysis of a fractional-order two-species facultative mutualism model with harvesting https://doi.org/10.1186/s13662-017-1430-9
- Delavari et al. (2012) Stability analysis of Caputo fractional-order nonlinear systems revisited (pp. 2433-2439) https://doi.org/10.1007/s11071-011-0157-5
- Parthiban et al. (2015) Virus excretion from foot- and-mouth disease virus carrier cattle and their potenital role in causing new outbreaks 10(6) https://doi.org/10.1371/journal.pone.0128815
- Knight-Jones et al. (2014) Retrospective evaluation of foot-and-mouth disease vaccine effectiveness in Turkey (pp. 1848-1855) https://doi.org/10.1016/j.vaccine.2014.01.071
- Sieng, S., Kerr, J.: Investigation of vaccination effectiveness in two Cambodian villages facing an outbreak of foot-and-mouth disease. in cattle: Cattle health, production and trade in Cambodia (eds J.R. Young, L. Rast, S. Suon, P.A.), pp. 67-71, Windsor, ACIAR Proceedings No.138: Australia; (2013)
- Lolika and Mushayabasa (2018) Dynamics and stability analysis of a brucellosis model with two discrete delays https://doi.org/10.1155/2018/6456107
- Bronsvoort et al. (2016) Redifining the “carrier” state for foot-and-mouth disease from the dynamics of virus persistence in endemiccally affected cattle populations https://doi.org/10.1038/srep29059
- Diekmann et al. (1990) On the definition and the computation of the basic reproduction ratio R0documentclass[12pt]{minimal}
- usepackage{amsmath}
- usepackage{wasysym}
- usepackage{amsfonts}
- usepackage{amssymb}
- usepackage{amsbsy}
- usepackage{mathrsfs}
- usepackage{upgreek}
- setlength{oddsidemargin}{-69pt}
- begin{document}$${cal{R}}_0$$end{document} in models for infectious diseases in heterogeneous populations (pp. 365-382) https://doi.org/10.1007/BF00178324
- van den Driessche and Watmough (2002) Reproduction number and subthreshold endemic equilibria for compartment models of disease transmission (pp. 29-48) https://doi.org/10.1016/S0025-5564(02)00108-6
- LaSalle, J.S.: The stability of Dynamical Systems. CBMS-NSF Regional Conference Series in Applied Mathematics. vol. 25. SIAM: Philadelphia (1976)
- Nelder and Mead (1964) A simplex method for function minimization (pp. 308-313) https://doi.org/10.1093/comjnl/7.4.308
- Arriola, L., Hyman, J.: Lecture notes, forward and adjoint sensitivity analysis: with applications in Dynamical Systems, Linear Algebra and Optimisation Mathematical and Theoretical Biology Institute, Summer (2005)
- Diethelm et al. (2002) A Predictor-corrector approach for the numerical solution of fractional differential equations (pp. 3-22) https://doi.org/10.1023/A:1016592219341
10.1007/s40096-020-00372-3