TY - JOUR
T1 - Dynamic analysis and optimization of syphilis spread
T2 - Simulations, integrating treatment and public health interventions
AU - Farman, Muhammad
AU - Jamil, Khadija
AU - Nisar, Kottakkaran Sooppy
AU - Anjam, Yasir Nadeem
AU - Saleem, Muhammad Umer
AU - Hincal, Evren
N1 - Publisher Copyright:
© 2025 the author(s), published by De Gruyter.
PY - 2025/1/1
Y1 - 2025/1/1
N2 - Throughout global history, the population has faced unprecedented challenges due to infectious spreads. Addressing the need to mitigate these infections requires well-directed and comprehensive efforts. Sexually transmitted infections, including syphilis, remain significant global health concerns affecting both developed and developing nations. Syphilis, resulting from the transmission of the Treponema pallidum bacterium through sexual contact, is estimated to affect around 12 million individuals annually worldwide. The objectives are achieved by launching the syphilis model, dividing the entire population into six compartments. Additionally, an ideal control plan is presented that integrates the most practicable medical measures to lower the quantity of afflicted persons encapsulate the dynamics of the prevailing degree of syphilis in a population. The devised model is validated by verifying essential features such as positivity, invariant region, and equilibrium points of the point for feasibility of solutions. This investigation focuses on examining the local stability of the syphilis model with a specific emphasis on considering limited observations a critical aspect of epidemic models. The reproductive number R 0 {R}_{0} has been calculated to evaluate its impact across various sub-compartments playing a pivotal role in determining community-wide transmission rates. A sensitivity analysis of the models parameters has been performed. To gain numerical solutions, the advanced and well-established numerical technique nonstandard finite difference is employed to provide insights into the genuine behavior of the model. Additionally, to assist in achieving the fundamental aim of this research, an optimal control strategy is induced by considering control variables, namely, an educational awareness campaign and treatment protocols intended to reduce the prevalence of infected individuals. The purposes are attained by employing the Pontryagin maximum principle through mathematically and modeling.
AB - Throughout global history, the population has faced unprecedented challenges due to infectious spreads. Addressing the need to mitigate these infections requires well-directed and comprehensive efforts. Sexually transmitted infections, including syphilis, remain significant global health concerns affecting both developed and developing nations. Syphilis, resulting from the transmission of the Treponema pallidum bacterium through sexual contact, is estimated to affect around 12 million individuals annually worldwide. The objectives are achieved by launching the syphilis model, dividing the entire population into six compartments. Additionally, an ideal control plan is presented that integrates the most practicable medical measures to lower the quantity of afflicted persons encapsulate the dynamics of the prevailing degree of syphilis in a population. The devised model is validated by verifying essential features such as positivity, invariant region, and equilibrium points of the point for feasibility of solutions. This investigation focuses on examining the local stability of the syphilis model with a specific emphasis on considering limited observations a critical aspect of epidemic models. The reproductive number R 0 {R}_{0} has been calculated to evaluate its impact across various sub-compartments playing a pivotal role in determining community-wide transmission rates. A sensitivity analysis of the models parameters has been performed. To gain numerical solutions, the advanced and well-established numerical technique nonstandard finite difference is employed to provide insights into the genuine behavior of the model. Additionally, to assist in achieving the fundamental aim of this research, an optimal control strategy is induced by considering control variables, namely, an educational awareness campaign and treatment protocols intended to reduce the prevalence of infected individuals. The purposes are attained by employing the Pontryagin maximum principle through mathematically and modeling.
KW - nonstandard finite difference
KW - optimal control strategy
KW - sensitivity analysis
KW - stability analysis
KW - syphilis disease model
UR - https://www.scopus.com/pages/publications/105010398228
U2 - 10.1515/nleng-2025-0100
DO - 10.1515/nleng-2025-0100
M3 - Article
AN - SCOPUS:105010398228
SN - 2192-8010
VL - 14
JO - Nonlinear Engineering
JF - Nonlinear Engineering
IS - 1
M1 - 20250100
ER -