Application of fixed point-collocation method for solving an optimal control problem of a parabolic-hyperbolic free boundary problem modeling the growth of tumor with drug application

被引:9
作者
Esmaili, Sakine [1 ]
Eslahchi, M. R. [1 ]
机构
[1] Tarbiat Madams Univ, Dept Appl Math, Fac Math Sci, POB 14115-134, Tehran, Iran
关键词
Optimal control; Fixed point method; Collocation method; Parabolic-hyperbolic equation; Free boundary problem; SOLID TUMOR; INVASION;
D O I
10.1016/j.camwa.2017.11.005
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, employing a fixed point-collocation method, we solve an optimal control problem for a model of tumor growth with drug application. This model is a free boundary problem and consists of five time-dependent partial differential equations including three different first-order hyperbolic equations describing the evolution of cells and two second-order parabolic equations describing the diffusion of nutrient and drug concentration. In the mentioned optimal control problem, the concentration of nutrient and drug is controlled using some control variables in order to destroy the tumor cells. In this study, applying the fixed point method, we construct a sequence converging to the solution of the optimal control problem. In each step of the fixed point iteration, the problem changes to a linear one and the parabolic equations are solved using the collocation method. The stability of the method is also proved. Some examples are considered to illustrate the efficiency of method. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2193 / 2216
页数:24
相关论文
共 24 条
[1]   A hybrid mathematical model of solid tumour invasion: the importance of cell adhesion [J].
Anderson, ARA .
MATHEMATICAL MEDICINE AND BIOLOGY-A JOURNAL OF THE IMA, 2005, 22 (02) :163-186
[2]  
[Anonymous], 2006, Elliptic and Parabolic Equations
[3]   GROWTH OF NONNECROTIC TUMORS IN THE PRESENCE AND ABSENCE OF INHIBITORS [J].
BYRNE, HM ;
CHAPLAIN, MAJ .
MATHEMATICAL BIOSCIENCES, 1995, 130 (02) :151-181
[4]  
Canuto C., 2006, SCIENTIF COMPUT, DOI 10.1007/978-3-540-30726-6
[5]   Optimal control oriented to therapy for a free-boundary tumor growth model [J].
Carmen Calzada, M. ;
Fernandez-Cara, Enrique ;
Marin, Mercedes .
JOURNAL OF THEORETICAL BIOLOGY, 2013, 325 :1-11
[6]  
Chandrasekaran S., 2012, J BIOENG BIOMED SCI, V2, DOI [DOI 10.4172/2155-9538.1000E109, 10.4172/2155-9538.1000e109]
[7]   Optimal distributed control of a diffuse interface model of tumor growth [J].
Colli, Pierluigi ;
Gilardi, Gianni ;
Rocca, Elisabetta ;
Sprekels, Juergen .
NONLINEARITY, 2017, 30 (06) :2518-2546
[8]  
Cui S., 2005, ACTA MATH APPL SIN-E, V21, P597, DOI DOI 10.1007/S10255-005-0268-1
[9]   Wavelet Collocation Method for Optimal Control Problems [J].
Dai, R. ;
Cochran, J. E., Jr. .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2009, 143 (02) :265-278
[10]   Existence of solutions and optimal control for a model of tissue invasion by solid tumours [J].
de Araujo, Anderson L. A. ;
de Magalhaes, Paulo M. D. .
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2015, 421 (01) :842-877