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重新审视费希尔-柯尔莫哥洛夫-彼得罗夫斯基-皮斯库诺夫(Fisher-KPP)模型以解释生物学中侵袭性细胞群体的空间扩散。

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

作者信息

Paul Gour Chandra, Kumar Dipankar

机构信息

Department of Mathematics, University of Rajshahi, Rajshahi 6205, Bangladesh.

Department of Mathematics, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj 8100, Bangladesh.

出版信息

Heliyon. 2022 Sep 30;8(10):e10773. doi: 10.1016/j.heliyon.2022.e10773. eCollection 2022 Oct.

Abstract

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.

摘要

在本文中,同伦分析方法这一强大的分析技术被应用于获取费希尔 - KPP方程的解析解,以研究生态学中入侵物种的空间扩散,并揭示生物学中侵袭性细胞群体空间扩散的本质。研究了相关模型的增殖率对整个种群的影响。观察到在增殖率最低时,侵袭性细胞或侵袭性种群在短时间内减少。发现同伦分析方法优于其他解析方法,即阿多米安分解法、同伦摄动法等,因为它包含一个辅助参数,这为我们提供了一种方便的方式来调整和控制级数解的收敛区域。给出了通过同伦分析方法、阿多米安分解法和同伦摄动法获得的近似级数解的图形表示,这显示了同伦分析方法的优越性。通过几个例子对该方法进行了检验,揭示了该方法的巧妙性和有效性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6b65/9547222/89ebfda1ca26/gr001.jpg

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