Revisiting Fisher-KPP model to interpret the spatial spreading of invasive cell population in biology

被引:7
作者
Chandra, Gour [1 ]
Kumar, Dipankar [2 ]
Kumar, Dipankar [2 ]
机构
[1] Univ Rajshahi, Dept Math, Rajshahi 6205, Bangladesh
[2] Bangabandhu Sheikh Mujibur Rahman Sci & Technol Un, Dept Math, Gopalganj 8100, Bangladesh
关键词
Homotopy analysis method; Fisher-KPP equation; Closed-form solution; Region of convergence; EQUATION; ALGORITHM;
D O I
10.1016/j.heliyon.2022.e10773
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In this paper, the homotopy analysis method, a powerful analytical technique, is applied to obtain analytical solutions to the Fisher-KPP equation in studying the spatial spreading of invasive species in ecology and to extract the nature of the spatial spreading of invasive cell populations in biology. The effect of the proliferation rate of the model of interest on the entire population is studied. It is observed that the invasive cell or the invasive population is decreased within a short time with the minimum proliferation rate. The homotopy analysis method is found to be superior to other analytical methods, namely the Adomian decomposition method, the homotopy perturbation method, etc. because of containing an auxiliary parameter, which provides us with a convenient way to adjust and control the region of convergence of the series solution. Graphical representation of the approximate series solutions obtained by the homotopy analysis method, the Adomian decomposition method, and the Homotopy perturbation method is illustrated, which shows the superiority of the homotopy analysis method. The method is examined on several examples, which reveal the ingenuousness and the effectiveness of the method of interest.
引用
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页数:9
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共 40 条
  • [31] MODELING STRATIFIED DIFFUSION IN BIOLOGICAL INVASIONS
    SHIGESADA, N
    KAWASAKI, K
    TAKEDA, Y
    [J]. AMERICAN NATURALIST, 1995, 146 (02) : 229 - 251
  • [32] Quantifying the roles of cell motility and cell proliferation in a circular barrier assay
    Simpson, Matthew J.
    Treloar, Katrina K.
    Binder, Benjamin J.
    Haridas, Parvathi
    Manton, Kerry J.
    Leavesley, David I.
    McElwain, D. L. Sean
    Baker, Ruth E.
    [J]. JOURNAL OF THE ROYAL SOCIETY INTERFACE, 2013, 10 (82)
  • [33] An analytic algorithm of Lane-Emden type equations arising in astrophysics using modified Homotopy analysis method
    Singh, Om P.
    Pandey, Rajesh K.
    Singh, Vineet K.
    [J]. COMPUTER PHYSICS COMMUNICATIONS, 2009, 180 (07) : 1116 - 1124
  • [34] Singh R., 2019, INT J APPL ENG RES, V14, P957
  • [35] Modelling Paleoindian dispersals (Paleoecology and human populations)
    Steele, J
    Adams, J
    Sluckin, T
    [J]. WORLD ARCHAEOLOGY, 1998, 30 (02) : 286 - 305
  • [36] SOLUTION OF THE REVERSE FLOW REACTOR MODEL USING HOMOTOPY ANALYSIS METHOD
    Suharsono
    Wulandari, Sri
    Nuryaman, Aang
    Usman, Mustofa
    Wamiliana
    Daoud, Jamal Ibrahim
    [J]. IIUM ENGINEERING JOURNAL, 2021, 22 (01): : 129 - 137
  • [37] Virtual and real brain tumors: using mathematical modeling' to quantify glioma growth and invasion
    Swanson, KR
    Bridge, C
    Murray, JD
    Alvord, EC
    [J]. JOURNAL OF THE NEUROLOGICAL SCIENCES, 2003, 216 (01) : 1 - 10
  • [38] Talla H., 2021, Ann. Rom. Soc. Cell Biol., V25, P1850
  • [39] Using Experimental Data and Information Criteria to Guide Model Selection for Reaction-Diffusion Problems in Mathematical Biology
    Warne, David J.
    Baker, Ruth E.
    Simpson, Matthew J.
    [J]. BULLETIN OF MATHEMATICAL BIOLOGY, 2019, 81 (06) : 1760 - 1804
  • [40] An analytic study of Fisher's equation by using Adomian decomposition method
    Wazwaz, AM
    Gorguis, A
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2004, 154 (03) : 609 - 620