TY - JOUR
T1 - Fractional-order mathematical modeling and optimal control strategies for women's empowerment initiatives
AU - El-Mesady, A.
AU - Elsonbaty, Amr
AU - Nisar, Kottakkaran Sooppy
AU - Adel, Waleed
N1 - Publisher Copyright:
© 2025 The Author(s)
PY - 2025/11
Y1 - 2025/11
N2 - Women's empowerment is essential for societal development, with government initiatives playing a pivotal role in this process. This study introduces a fractional-order mathematical model capturing the dynamics of women's empowerment, emphasizing the impact of governmental efforts. The population is divided into five compartments, reflecting the transition from initial challenges to full empowerment. An analytical investigation establishes the existence, uniqueness, positivity, and boundedness of the model's solutions. Stability and sensitivity analyses are performed to explore the effects of key parameters on the system's behavior. Additionally, a fractional-order optimal control model is proposed to help policymakers design effective control strategies. Using Pontryagin's Maximum Principle, we derive conditions for optimal control and compare controlled and uncontrolled scenarios to assess the impact of interventions. Simulation results show that integrated strategies, combining government support and policy interventions, accelerate empowerment outcomes. The fractional model captures the complex dynamic nature of empowerment and provides actionable insights for sustainable development.
AB - Women's empowerment is essential for societal development, with government initiatives playing a pivotal role in this process. This study introduces a fractional-order mathematical model capturing the dynamics of women's empowerment, emphasizing the impact of governmental efforts. The population is divided into five compartments, reflecting the transition from initial challenges to full empowerment. An analytical investigation establishes the existence, uniqueness, positivity, and boundedness of the model's solutions. Stability and sensitivity analyses are performed to explore the effects of key parameters on the system's behavior. Additionally, a fractional-order optimal control model is proposed to help policymakers design effective control strategies. Using Pontryagin's Maximum Principle, we derive conditions for optimal control and compare controlled and uncontrolled scenarios to assess the impact of interventions. Simulation results show that integrated strategies, combining government support and policy interventions, accelerate empowerment outcomes. The fractional model captures the complex dynamic nature of empowerment and provides actionable insights for sustainable development.
KW - Caputo fractional derivatives
KW - Numerical simulations
KW - Pontryagin's maximum principle
KW - Stability analysis
UR - https://www.scopus.com/pages/publications/105014750269
U2 - 10.1016/j.asej.2025.103702
DO - 10.1016/j.asej.2025.103702
M3 - Article
AN - SCOPUS:105014750269
SN - 2090-4479
VL - 16
JO - Ain Shams Engineering Journal
JF - Ain Shams Engineering Journal
IS - 11
M1 - 103702
ER -