NON-GAUSSIAN DYNAMICS OF A TUMOR GROWTH SYSTEM WITH IMMUNIZATION

被引:4
作者
Hao, Mengli [1 ,2 ]
Gao, Ting [2 ,3 ]
Duan, Jinqiao [2 ,3 ]
Xu, Wei [1 ]
机构
[1] Northwestern Polytech Univ, Dept Appl Math, Xian 710129, Peoples R China
[2] Univ Calif Los Angeles, Inst Pure & Appl Math, Los Angeles, CA 90095 USA
[3] IIT, Dept Appl Math, Chicago, IL 60616 USA
关键词
Tumor growth with immunization; stochastic dynamics of tumor rowth; non-Gaussian Levy process; Levy jump measure; mean exit time; escape probability; CANCER GROWTH; STOCHASTIC RESONANCE; LEVY; IMMUNOTHERAPY; IMMUNOLOGY; DRIVEN; NOISES; MODELS; TIME;
D O I
10.3934/ipi.2013.7.697
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper is devoted to exploring the effects of non-Gaussian fluctuations on dynamical evolution of a tumor growth model with immunization, subject to non-Gaussian a-stable type Levy noise. The corresponding deterministic model has two meaningful states which represent the state of tumor extinction and the state of stable tumor, respectively. To characterize the time for different initial densities of tumor cells staying in the domain between these two states and the likelihood of crossing this domain, the mean exit time and the escape probability are quantified by numerically solving differential-integral equations with appropriate exterior boundary conditions. The relationships between the dynamical properties and the noise parameters are examined. It is found that in the different stages of tumor, the noise parameters have different influences on the time and the likelihood inducing tumor extinction. These results are relevant for determining efficient therapeutic regimes to induce the extinction of tumor cells.
引用
收藏
页码:697 / 716
页数:20
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