“…In this paper, we consider a quadratic objective functional which includes pre-symptomatic individuals, asymptomatic infected individuals having no co-morbidity, symptomatic infected individuals having no co-morbidity, asymptomatic infected individuals having co-morbidity and symptomatic infected individuals having co-morbidity along with the four controls u 1 , u 2 , u 3 and u 4 . Quadratic objective functional is considered due to the fact that intervention is non-linear in its nature ( Ndii and Adi, 2021 ). In fact, quadratic control is a common form of an objective functional in an optimal control problem and is frequently used in the literature ( Ndii and Adi, 2021 , Alemneh and Alemu, 2021 , Kim et al., 2018 , Shen et al., 2021 , Majumder et al., 2022 , Zamir et al., 2021 , Omame et al., 2020 , Li and Guo, 2022 ).…”