“…Mathematical modeling has become the powerful tool for studying the behaviour of infectious diseases ( Egonmwan & Okuonghae, 2019 ; Omame, Okuonghae, Umana, & Inyama, 2020 ; Omame, Okuonghae, Nwafor, & Odionyenma, 2021 ). Different mathematical modeling of COVID-19 with vaccination is studied in ( Gumel, Iboi, Ngonghala, & Ngwa, 2020 ; L. Zhang, Ullah, Al Alwan, Alshehri, & Sumelka, 2021 ; Diagne, Rwezaura, Tchoumi, & Tchuenche, 2021 ; Yavuz, Coşar, Günay, & Özdemir, 2021 ). For instance, Gumel et al.…”