Exploring noise-induced dynamics and optimal control strategy of iSIR cholera transmission model

被引:6
|
作者
Acharya, Sattwika [1 ]
Mondal, Bapin [2 ]
Upadhyay, Ranjit Kumar [1 ]
Das, Parthasakha [3 ]
机构
[1] Indian Inst Technol Indian Sch Mines Dhanbad, Dept Math & Comp, Dhanbad 826004, Jharkhand, India
[2] Univ Calcutta, Dept Appl Math, Kolkata 700009, India
[3] Rajiv Gandhi Natl Inst Youth Dev, Dept Math, Sriperumbudur 602105, Tamil Nadu, India
关键词
Indirect transmission; Immunological threshold; White noise; Bifurcation analysis; Sensitivity analysis; TRANSMITTED INFECTIOUS-DISEASES; ENVIRONMENTAL FLUCTUATION; SENSITIVITY-ANALYSIS; EPIDEMIC; STABILITY; SYSTEM;
D O I
10.1007/s11071-023-09221-z
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Few existing studies establish the fact that although human pathogen exists in the environmental reservoir, infectious disease outbreak is rare. In this article, we investigate the dynamics of cholera disease where the transmission occurs via contact with a contaminated reservoir. A deterministic iSIR compartmental epidemic model is formulated and explored the realistic situation, in which the quantity of ingested pathogens must exceed a critical threshold, the minimal infectious dose (MID), in order to infect healthy population. Bacteria growth rate is considered to follow the Allee effect. This model system shows multi-stability and undergoes transcritical and saddle-node bifurcations with respect to various parameters. Thus, external environmental noise can give rise to observable dynamics for the stochastic counterpart. One can see a noise-induced frequent transitions between two separate interior attractors, in particular for the cases where the deterministic model displays bistability. The global sensitivity using PRCC method is performed. Also, the optimal control for the developed deterministic cholera epidemic model is carried out with numerical illustrations. Our model primarily designed to explain and predict the indirectly transmitted cholera epidemic model incorporating the idea of MID. This study gives a different outlook for the transmission of disease from the human-centered perspective to socioeconomic context.
引用
收藏
页码:3951 / 3975
页数:25
相关论文
共 50 条
  • [31] Dynamics and scaling of noise-induced domain growth
    M. Ibañes
    J. García-Ojalvo
    R. Toral
    J.M. Sancho
    The European Physical Journal B - Condensed Matter and Complex Systems, 2000, 18 : 663 - 673
  • [32] Noise-induced dynamics in bistable systems with delay
    Tsimring, LS
    Pikovsky, A
    PHYSICAL REVIEW LETTERS, 2001, 87 (25) : 250602 - 1
  • [33] Noise-induced temporal dynamics in Turing systems
    Schumacher, Linus J.
    Woolley, Thomas E.
    Baker, Ruth E.
    PHYSICAL REVIEW E, 2013, 87 (04):
  • [34] Noise-induced effects in dynamics of coupled bursters
    Postnova, SD
    Nekrasov, AM
    Sosnovtseva, OV
    Complex Dynamics and Fluctuations in Biomedical Photonics II, 2005, 5696 : 183 - 192
  • [35] Harmonizing epidemic dynamics: A fractional calculus approach to optimal control strategies for cholera transmission
    Gbodogbe, Sunday Oluwafemi
    SCIENTIFIC AFRICAN, 2025, 27
  • [36] MATHEMATICAL MODELING AND OPTIMAL CONTROL STRATEGY FOR A DISCRETE-TIME CHOLERA MODEL
    Issam, Sahib
    Bouchaib, Khajji
    Labzai, Abdelrahim
    Hicham, Gourram
    Mohamed, Belam
    COMMUNICATIONS IN MATHEMATICAL BIOLOGY AND NEUROSCIENCE, 2023,
  • [37] On an optimal control strategy in a kinetic social dynamics model
    Knopoff, Damian A.
    Torres, German A.
    COMMUNICATIONS IN APPLIED AND INDUSTRIAL MATHEMATICS, 2018, 9 (02) : 22 - 33
  • [38] Noise-induced shift of singularities in the pattern of optimal paths
    Bandrivskyy, A
    Beri, S
    Luchinsky, DG
    PHYSICS LETTERS A, 2003, 314 (5-6) : 386 - 391
  • [39] Optimal Control Applied to Cholera Model
    Liao, Fei
    2010 3RD INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND INFORMATICS (BMEI 2010), VOLS 1-7, 2010, : 2662 - 2666
  • [40] Design and control of noise-induced synchronization patterns
    Kurebayashi, W.
    Ishii, T.
    Hasegawa, M.
    Nakao, H.
    EPL, 2014, 107 (01)