Optimal and Memristor-Based Control of A Nonlinear Fractional Tumor-Immune Model
Source abstract
Abstract
In this article, the reduced differential transform method is introduced to solve the nonlinear fractional model of Tumor-Immune. The fractional derivatives are described in the Caputo sense. The solutions derived using this method are easy and very accurate. The model is given by its signal flow diagram. Moreover, a simulation of the system by the Simulink of MATLAB is given. The disease-free equilibrium and stability of the equilibrium point are calculated. Formulation of a fractional optimal control for the cancer model is calculated. In addition, to control the system, we propose a novel modification of its model. This modification is based on converting the model to a memristive one, which is a first time in the literature that such idea is used to control this type of diseases. Also, we study the system’s stability via the Lyapunov exponents and Poincare maps before and after control. Fractional order differential equations (FDEs) are commonly utilized to model systems that have memory, and exist in several physical phenomena, models in thermoelasticity field, and biological paradigms. FDEs have been utilized to model the realistic biphasic decline manner of elastic systems and infection of diseases with a slower rate of change. FDEs are more useful than integer-order in modeling sophisticated models that contain physical phenomena.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Mathematical Biology Tumor Growth · Fractional Differential Equations Solutions · Mathematical and Theoretical Epidemiology and Ecology Models
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (55)
Show source-provided references
1. On fractional order cancer model
2. Fractional modeling dynamics of HIV and CD4+ T-cells during primary infection10.1186/1753-4631-6-1 ↗
3. Electric conductance of biological systems
4. On the fractional-order logistic equation10.1016/j.aml.2006.08.013 ↗
5. Analytical approximations for a population growth model with fractional order10.1016/j.cnsns.2008.07.006 ↗
6. Multiscale biological tissue models and flux-limited chemotaxis for multicellular growing systems10.1142/S0218202510004568 ↗
7. Solving a fractional ordermodel of HIV infection of CD+ Tcells10.1016/j.mcm.2011.05.022 ↗
8. Modeling immunotherapy of the tumor-immune interaction10.1007/s002850050127 ↗
9. Qualitative and computational analysis of a mathematical model for tumor-immune interactions10.1155/2012/475720 ↗
10. Hopf bifurcation in differential equations with delay for tumor-immune system competition model10.1137/060657947 ↗
11. Numerical modeling of fractional-order biological systems10.1155/2013/816803 ↗
12. On a discretization process of fractional order Riccati’s differential equation
13. Fractional-order Chua’s system discretization, bifurcation and chaos10.1186/1687-1847-2013-320 ↗
14. Dynamical behaviors of fractional-order Lotka-Voltera predator-prey model and its discretization
15. Fractional-order model for biocontrol of the lesser date moth in palm trees and its discretization
16. Analysis of switched-capacitor circuits using driving-point signal-flowgraphs10.1007/s10470-018-1131-7 ↗
17. A new nine-dimensional chaotic Lorenz system with quaternion variables: Complicated dynamics electronic circuit design, anti-anticipating synchronization, and Chaotic masking communication application10.3390/math7100877 ↗
18. Approximate solutions for solving nonlinear fractional order smoking model10.1016/j.aej.2020.01.049 ↗
19. Numerical different methods for solving the nonlinear biochemical reaction model10.1007/s40819-019-0740-x ↗
20. Orthogonal double covers of circulant graphs by corona product of certain infinite graph classes10.1007/s13226-020-0482-9 ↗
21. Sabatier · Physics and Engineering · 2007
22. Oldham · The Fractional Calculus · 1974
23. Solving fractional integro-differential equations by using sumudu transform method and Hermite spectral collocation method
24. Two computational algorithms for the numerical solution for system of fractional10.1016/j.ajmsc.2013.12.001 ↗
25. Numerical studies for solving fractional integro-differential equations10.1016/j.joes.2018.05.004 ↗
26. Reduced differential transform method for solving nonlinear biomathematics models10.32604/cmc.2019.07701 ↗
27. Numerical simulation for the fractional SIRC model and influenza a10.12785/amis/080311 ↗
28. Solving systems of fractional differential equations using Sumudu transform method
29. Implementation of the homotopy perturbation sumudu transform method for solving Klein-gordon equation10.4236/am.2015.63056 ↗
30. Dynamical behaviors of nonlinear coronavirus (COVID-19) model with numerical studies10.32604/cmc.2021.012200 ↗
31. Optimal control for a nonlinear mathematical model of tumor under immune suppression a numerical approach10.1002/oca.2427 ↗
32. Optimal control for a fractional tuberculosis infection model including the impact of diabetes and resistant strains10.1016/j.jare.2019.01.007 ↗
33. Fractional optimal control in transmission dynamics of west nile model with state and control time delay a numerical approach10.1186/s13662-019-2147-8 ↗
34. Numerical treatments of the tranmission dynamics of west nile virus and it’s optimal control
35. A novel memductor-based chaotic system and its applications in circuit design and experimental validation10.1155/2019/3870327 ↗
36. Generalized differential transform method to space-time fractional telegraph equation10.1155/2011/548982 ↗
37. Reduced differential transform method for solving linear and nonlinear wave equations
38. Y. Keskin, “Ph.D. Thesis (in turkish), Selcuk University, 2010.
39. Reduced differential transform method for fractional partial differential equations
40. Reduced differential transform method for partial differential equations10.1515/IJNSNS.2009.10.6.741 ↗
41. Differential transformation method and variation iteration method for Cauchy reaction-diffusion problems10.22436/jmcs.001.02.01 ↗
42. New caputo-fabrizio fractional order SEIASQEQHR model for covid-19 epidemic transmission with genetic algorithm based control strategy10.1016/j.aej.2020.08.034 ↗
43. Novel fractional order SIDARTHE mathematical model of COVID -19 pandemic10.1016/j.chaos.2020.110007 ↗
44. Signal flow graph and control of realizable autonomous nonlinear Chen model with quaternion variables10.1016/j.aej.2020.02.021 ↗
45. An efficient numerical method for fractional SIR epidemic model of infectious disease by using Bernstein wavelets10.3390/math8040558 ↗
46. Electromagnetic hall current effect and fractional heat order for micro temperature photo-excited semiconductor medium with laser pulses10.1016/j.rinp.2020.103161 ↗
47. Analytical solutions of time-fractional heat order for a magneto-photothermal semiconductor medium with Thomson effects and initial stress10.1016/j.rinp.2020.103174 ↗
48. A novel model for photothermal excitation of variable thermal conductivity semiconductor elastic medium subjected to mechanical ramp type with two-temperature theory and magnetic field10.1038/s41598-019-39955-z ↗
49. The influence of gravity on 2-D problem of two temperature generalized thermoelastic medium with thermal relaxation10.1166/jctn.2015.4067 ↗
50. Dynamical characteristics and signal flow graph of nonlinear fractional smoking mathematical model10.1016/j.chaos.2020.110308 ↗
51. Numerical solutions for solving model time-fractional Fokker–Planck equation
52. Optimal control, signal flow graph, and system electronic circuit realization for nonlinear Anopheles mosquito model10.1142/S0129183120501302 ↗
53. Optimal control and bifurcation diagram for a model nonlinear fractional SIRC10.1016/j.aej.2020.05.028 ↗
54. Reduced differential transform method for nonlinear integral member of Kadomtsev-Petviashvili hierarchy differential equations10.1016/j.joems.2016.04.007 ↗
55. Variational iteration method for solving: Twelve order boundary value problems