Computational investigation of stochastic Zika virus optimal control model using Legendre spectral method

被引:0
|
作者
Zhu, Junjie [1 ,2 ]
Khan, Feroz [3 ]
Khan, Sami Ullah [3 ]
Sumelka, Wojciech [4 ]
Khan, Farman U. [5 ]
AlQahtani, Salman A. [6 ]
机构
[1] Shandong Univ, Sch Math, Jinan 250100, Peoples R China
[2] Changji Univ, Sch Math & Data Sci, Changji 831100, Peoples R China
[3] City Univ Sci & Informat Technol Peshawar, Dept Math, Peshawar 2500, KP, Pakistan
[4] Poznan Univ Tech, Inst Struct Anal, Piotrowo 5 St, PL-60965 Poznan, Poland
[5] HITEC Univ, Dept Math, Taxila 47080, Pakistan
[6] King Saud Univ, Coll Comp & Informat Sci, Comp Engn Dept, Riyadh, Saudi Arabia
来源
SCIENTIFIC REPORTS | 2024年 / 14卷 / 01期
关键词
Legendre spectral collocation method; Zika virus model; Control variables; Stochastic asymptotic stability; Brownian motion; Legendre polynomials; Reproduction number; EPIDEMIC;
D O I
10.1038/s41598-024-69096-x
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This study presents a computational investigation of a stochastic Zika virus along with optimal control model using the Legendre spectral collocation method (LSCM). By accumulation of stochasticity into the model through the proposed stochastic differential equations, we appropriating the random fluctuations essential in the progression and disease transmission. The stability, convergence and accuracy properties of the LSCM are conscientiously analyzed and also demonstrating its strength for solving the complex epidemiological models. Moreover, the study evaluates the various control strategies, such as treatment, prevention and treatment pesticide control, and identifies optimal combinations that the intervention costs and also minimize the proposed infection rates. The basic properties of the given model, such as the reproduction number, were determined with and without the presence of the control strategies. For R-0 < 0, the model satisfies the disease-free equilibrium, in this case the disease die out after some time, while for R-0 > 1, then endemic equilibrium is satisfied, in this case the disease spread in the population at higher scale. The fundamental findings acknowledge the significant impact of stochastic phonemes on the robustness and effectiveness of control strategies that accelerating the need for cost-effective and multi-faceted approaches. In last the results provide the valuable insights for public health department to enabling more impressive mitigation of Zika virus outbreaks and management in real-world scenarios.
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页数:16
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