In this paper, we present a new fractional-order mathematical model for a tumor-immune surveillance mechanism. We analyze the interactions between various tumor cell populations and immune system via a system of fractional differential equations (FDEs). An efficient numerical procedure is suggested to solve these FDEs by considering singular and nonsingular derivative operators. An optimal control strategy for investigating the effect of chemotherapy treatment on the proposed fractional model is also provided. Simulation results show that the new presented model based on the fractional operator with Mittag–Leffler kernel represents various asymptomatic behaviors that tracks the real data more accurately than the other fractional- and integer-order models. Numerical simulations also verify the efficiency of the proposed optimal control strategy and show that the growth of the naive tumor cell population is successfully declined.
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August 2019
Research Article|
August 28 2019
A new fractional model and optimal control of a tumor-immune surveillance with non-singular derivative operator
D. Baleanu
;
D. Baleanu
a)
1
Department of Mathematics, Faculty of Arts and Sciences, Cankaya University
, 06530 Ankara, Turkey
2
Institute of Space Sciences
, P.O. Box MG-23, R 76900 Magurele-Bucharest, Romania
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A. Jajarmi
;
A. Jajarmi
b)
3
Department of Electrical Engineering, University of Bojnord
, P.O. Box 94531-1339, Bojnord, Iran
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S. S. Sajjadi
;
S. S. Sajjadi
c)
4
Department of Electrical and Computer Engineering, Hakim Sabzevari University
, Sabzevar, Iran
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D. Mozyrska
D. Mozyrska
d)
5
Faculty of Computer Science, Białystok University of Technology
, Wiejska 45A, Białystok, Poland
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a)
Author to whom correspondence should be addressed: dumitru@cankaya.edu.tr
b)
Electronic mail: a.jajarmi@ub.ac.ir
c)
Electronic mail: s.sajadi@hsu.ac.ir
d)
Electronic mail: d.mozyrska@pb.edu.pl
Chaos 29, 083127 (2019)
Article history
Received:
March 14 2019
Accepted:
August 04 2019
Citation
D. Baleanu, A. Jajarmi, S. S. Sajjadi, D. Mozyrska; A new fractional model and optimal control of a tumor-immune surveillance with non-singular derivative operator. Chaos 1 August 2019; 29 (8): 083127. https://doi.org/10.1063/1.5096159
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