Efficacy of the healthcare system and illumination (awareness) activities control COVID-19. To defend public health, the spreading pandemic of COVID-19 disease necessitates social distancing, wearing masks, personal cleanliness, and precautions. Due to inadequate awareness programs, COVID-19 rapidly increases in India. The primary goal of this research is to investigate the spreading behavior of the COVID-19 virus in India when people are aware of the disease. We find the optimum value of disease transmission rate and detection of the unidentified asymptomatic and symptomatic populations. An optimal control problem is designed with limited resource allocation to improve the recovered individuals. A stability analysis presents for emphasizes the relevance of disease awareness in preventing the spread of the disease. The control parameters are used to explore the increase and decrease of the infected individual with and without control in optimal control analysis. The model is simulated using the Hattaf-fractional derivative to study the memory effect in the epidemic. To adapt the model to the total number of reported COVID-19 cases in India, we collected data from March 20, 2021 to September 30, 2021. According to the simulation results, the pandemic would spread faster if awareness campaigns were improperly carried out.
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Thermo Fisher Sci, Microbiol Div, Lenexa, KS USA
Univ South Africa, Dept Math Sci, Roodepoort, South AfricaThermo Fisher Sci, Microbiol Div, Lenexa, KS USA
Ojo, Mayowa M.
Benson, Temitope O.
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Univ Buffalo, State Univ New York, Inst Computat & Data Sci, Buffalo, NY USAThermo Fisher Sci, Microbiol Div, Lenexa, KS USA
Benson, Temitope O.
Peter, Olumuyiwa James
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Univ Med Sci, Dept Math & Comp Sci, Ondo, Ondo, Nigeria
Univ Med Sci, Sch Publ Hlth, Dept Epidemiol & Biostat, Ondo, Ondo, NigeriaThermo Fisher Sci, Microbiol Div, Lenexa, KS USA
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Hangzhou Normal Univ, Sch Math, Hangzhou 311121, Peoples R ChinaHangzhou Normal Univ, Sch Math, Hangzhou 311121, Peoples R China
Shen, Zhong-Hua
Chu, Yu-Ming
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Huzhou Univ, Dept Math, Huzhou 313000, Peoples R ChinaHangzhou Normal Univ, Sch Math, Hangzhou 311121, Peoples R China
Chu, Yu-Ming
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Khan, Muhammad Altaf
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Muhammad, Shabbir
Al-Hartomy, Omar A.
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King Abdulaziz Univ, Dept Phys, Fac Sci, Jeddah 21589, Saudi ArabiaHangzhou Normal Univ, Sch Math, Hangzhou 311121, Peoples R China
Al-Hartomy, Omar A.
Higazy, M.
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Menoufia Univ, Dept Phys & Engn Math, Fac Elect Engn, Menoufia 32952, Egypt
Taif Univ, Dept Math & Stat, Coll Sci, POB 11099, At Taif 21944, Saudi ArabiaHangzhou Normal Univ, Sch Math, Hangzhou 311121, Peoples R China