Optimal control strategies for taming TikTok addiction: a mathematical model and analysis

被引:0
|
作者
Khan, Fareeha Sami [1 ]
Khalid, M. [1 ]
Ali, Ali Hasan [2 ,3 ,4 ,5 ]
Ghanim, F. [6 ]
机构
[1] Fed Urdu Univ Arts Sci & Technol, Dept Math Sci, Karachi 75300, Pakistan
[2] Univ Basrah, Coll Educ Pure Sci, Dept Math, Basrah 61001, Iraq
[3] Univ Debrecen, Inst Math, H-4002 Debrecen, Hungary
[4] Al imam Univ Coll, Dept Business Management, Balad 34011, Iraq
[5] Al Ayen Univ, Tech Engn Coll, Dhi Qar 64001, Iraq
[6] Univ Sharjah, Coll Sci, Dept Math, Sharjah 27272, U Arab Emirates
关键词
93-10;
D O I
10.1007/s40065-025-00499-y
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Optimal control theory is an extension of the calculus of variations. It is a mathematical optimization method for deriving control strategies for a dynamic system. In this paper, the system of differential equations for which we aim to utilize control theory is TikTok, which is one of the most attractive internet platforms. TikTok has garnered immense popularity, surpassing other social media platforms. However, its addictive nature has raised concerns about mental health, including depression, eating disorders, anxiety, self-obsession, and narcissistic personality disorder among its users. This paper introduces a mathematical model for TikTok, considering the usage of this app as an epidemic. The model is rigorously validated through stability analysis of both local and global equilibrium. Moreover, disease-free and non-trivial equilibrium scenarios are discussed by calculating their reproduction numbers. This study aims to raise awareness of TikTok's potential misuse and explore control theory solutions to mitigate addiction. Additionally, statistical data is used to visualize the numerical results and analyze the impact of control parameters on the TikTok model.
引用
收藏
页数:18
相关论文
共 50 条
  • [1] Stability and Optimal Control in a Mathematical Model of Online Game Addiction
    Li, Tingting
    Guo, Youming
    FILOMAT, 2019, 33 (17) : 5691 - 5711
  • [2] Mathematical modeling with optimal control analysis of social media addiction
    Alemneh, Haileyesus Tessema
    Alemu, Negesse Yizengaw
    INFECTIOUS DISEASE MODELLING, 2021, 6 : 405 - 419
  • [3] Nonlinear analysis and dynamics of COVID-19 mathematical model with optimal control strategies
    Muthukumar, Sumathi
    Myilsamy, Kalaiselvi
    Balakumar, Abilasha
    Chinnadurai, Veeramani
    OPTIMAL CONTROL APPLICATIONS & METHODS, 2023, 44 (05): : 2838 - 2860
  • [4] Mathematical model and analysis of monkeypox with control strategies
    Olumuyiwa James Peter
    Afeez Abidemi
    Mayowa M. Ojo
    Tawakalt Abosede Ayoola
    The European Physical Journal Plus, 138
  • [5] Mathematical model and analysis of monkeypox with control strategies
    Peter, Olumuyiwa James
    Abidemi, Afeez
    Ojo, Mayowa M.
    Ayoola, Tawakalt Abosede
    EUROPEAN PHYSICAL JOURNAL PLUS, 2023, 138 (03):
  • [6] Optimal control analysis of a mathematical model on smoking
    Verma, Vinay
    MODELING EARTH SYSTEMS AND ENVIRONMENT, 2020, 6 (04) : 2535 - 2542
  • [7] Optimal control analysis of a mathematical model for unemployment
    Munoli, Surekha B.
    Gani, Shankrevva
    OPTIMAL CONTROL APPLICATIONS & METHODS, 2016, 37 (04): : 798 - 806
  • [8] Optimal control analysis of a mathematical model on smoking
    Vinay Verma
    Modeling Earth Systems and Environment, 2020, 6 : 2535 - 2542
  • [9] A mathematical analysis of Zika virus transmission with optimal control strategies
    Goswami, Naba Kumar
    Shanmukha, B.
    COMPUTATIONAL METHODS FOR DIFFERENTIAL EQUATIONS, 2021, 9 (01): : 117 - 145
  • [10] Optimal control strategies for the reliable and competitive mathematical analysis of Covid-19 pandemic model
    Butt, Azhar Iqbal Kashif
    Imran, Muhammad
    Chamaleen, D. B. D.
    Batool, Saira
    MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2023, 46 (02) : 1528 - 1555