journal article·2024-06-01Open access

Sensitivity analysis and optimal control for the dynamic mathematical model of cassava mosaic disease

Sireepatch Sangsawang, Usa Humphries, Amir Khan, Puntani Pongsumpun

AIP Advances· Volume 14· Issue 6

Abstract

Cassava mosaic disease (CMD) is found in many countries around the world. This disease is caused by a mosaic virus carried by whitefly. It hurts the growth and yield of cassava, which in turn causes damage to farmers who grow cassava. In this paper, we present a model for the transmission of CMD dynamics by the ordinary differential equation system and recommend the optimal control for this model when controlling the disease by uprooting diseased cassava and spraying insecticides. For this model analysis, we are given the basic reproductive number R0, which is the threshold number for classifying the disease-free equilibrium point when R0 < 1 and the endemic equilibrium point when R0 > 1 by using the next-generation method. Disease-free equilibrium points and endemic equilibrium points have found conditions of stability. Sensitivity analysis of basic reproductive numbers reveals the impact of the parameters on disease outbreaks. Then, the model is modified to an optimal control problem with two optimal control parameters, in which the goal is to reduce cassava infections to a minimum. The necessary conditions for optimal control of disease were created by Pontryagin’s maximum principle. Numerical simulations are shown to demonstrate the effectiveness of the control system in the final section.
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Research context

OpenAlex topics: Cassava research and cyanide · Agronomic Practices and Intercropping Systems · Legume Nitrogen Fixing Symbiosis

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Mathematics, Faculty of Science, King Mongkut’s University of Technology Thonburi 1 , Bangkok 10140, Thailand

Department of Mathematics and Statistics, University of Swat 2 , Swat 19120, Khyber Pakhtunkhwa, Pakistan

Department of Mathematics, School of Science, King Mongkut’s Institute of Technology Ladkrabang 3 , Bangkok 10520, Thailand

Funding

Thailand Science Research and Innovation

References (34)

Show source-provided references
1. Review on nutritional value of cassava for use as a staple food10.11648/j.sjac.20190704.12 ↗
2. Nutritional value of cassava for use as a staple food and recent advances for improvement10.1111/j.1541-4337.2009.00077.x ↗
3. Adoption and promotion of resilient crops for climate risk mitigation and import substitution: A case analysis of cassava for South African agriculture10.3389/fsufs.2021.617783 ↗
4. Utilization of cassava for food10.1080/87559129.2010.518296 ↗
5. Evaluation of cassava processing and utilization at household level in Zambia10.1007/s12571-018-0875-3 ↗
6. 2018
7. 2013
8. Cassava mosaic geminiviruses: Actual knowledge and perspectives10.1111/j.1364-3703.2009.00559.x ↗
9. Cassava mosaic disease: A review of a threat to cassava production in Zambia10.1007/s42161-019-00255-0 ↗
10. Studies on the transmission of cassava mosaic virus by Bemisia spp. (Aleyrodidae)10.1111/j.1744-7348.1958.tb02198.x ↗
11. 2001 · 237
12. The viruses and virus diseases of cassava in Africa
13. Whitefly endosymbionts: Biology, evolution, and plant virus interactions10.3390/insects11110775 ↗
14. Cassava brown streak disease: A review of present knowledge and research needs10.1080/0967087031000101061 ↗
15. A mathematical model for the dynamics and cost effectiveness of the current controls of cassava brown streak disease in Uganda
16. Optimal control of a SIR epidemic model with general incidence function and a time delays10.4067/s0719-06462018000200053 ↗
17. Optimal control of a vectored plant disease model for a crop with continuous replanting10.1080/17513758.2019.1622808 ↗
18. Modelling and optimal control of insect transmitted plant disease
19. Stability analysis and optimal vaccination of an SIR epidemic model10.1016/j.biosystems.2008.05.004 ↗
20. 2007
21. Reframing optimal control problems for infectious disease management in low-income countries10.1007/s11538-023-01137-4 ↗
22. Reproduction number and sensitivity analysis of cassava mosaic disease spread for policy design10.3934/mbe.2021258 ↗
23. Analysis and optimal control measures of diseases in cassava population10.1002/oca.2901 ↗
24. Logistic models for simulating the growth of plants by defining the maximum plant size as the limit of information flow10.1080/15592324.2019.1709718 ↗
25. Reproduction numbers and sub-threshold endemic equilibria for compartmental models of disease transmission10.1016/s0025-5564(02)00108-6 ↗
26. Sensitivity analysis of cassava mosaic disease with saturation incidence rate model10.3934/math.2023315 ↗
27. Numerical simulation for COVID-19 model using a multidomain spectral relaxation technique10.3390/sym15040931 ↗
28. On the computation of R0 and its role on global stability
29. Determining important parameters in the spread of malaria through the sensitivity analysis of a mathematical model10.1007/s11538-008-9299-0 ↗
30. An epidemiological model incorporating vector population dynamics applied to African cassava mosaic virus disease10.2307/2404924 ↗
31. 2012
32. Optimal control of the dengue dynamical transmission with vertical transmission10.1186/s13662-019-2120-6 ↗
33. 1982 · 1
34. 1962