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论一种疗法对戈珀特随机模型中增长率的双重影响。

On the effect of a therapy able to modify both the growth rates in a Gompertz stochastic model.

机构信息

Dip. di Scienze Economiche e Statistiche, Università di Salerno, Italy.

出版信息

Math Biosci. 2013 Sep;245(1):12-21. doi: 10.1016/j.mbs.2013.01.001. Epub 2013 Jan 21.

Abstract

A Gompertz-type diffusion process characterized by the presence of exogenous factors in the drift term is considered. Such a process is able to describe the dynamics of populations in which both the intrinsic rates are modified by means of time-dependent terms. In order to quantify the effect of such terms the evaluation of the relative entropy is made. The first passage time problem through suitable boundaries is studied. Moreover, some simulation results are shown in order to capture the dependence of the involved functions on the parameters. Finally, an application to tumor growth is presented and simulation results are shown.

摘要

考虑了漂移项中存在外源因素的 Gompertz 型扩散过程。这种过程能够描述种群的动态,其中内在率通过时变项进行修正。为了量化这些项的影响,进行了相对熵的评估。研究了通过合适边界的首次通过时间问题。此外,还展示了一些模拟结果,以捕捉所涉及的函数对参数的依赖性。最后,提出了一个肿瘤生长的应用,并展示了模拟结果。

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