Physiological and chaos effect on dynamics of neurological disorder with memory effect of fractional operator: A mathematical study

被引:19
作者
Zehra, Anum [1 ]
Naik, Parvaiz Ahmad [2 ]
Hasan, Ali [3 ]
Farman, Muhammad [4 ,5 ]
Nisar, Kottakkaran Sooppy [6 ]
Chaudhry, Faryal [3 ]
Huang, Zhengxin [2 ]
机构
[1] Women Univ Multan, Dept Math, Multan, Pakistan
[2] Youjiang Med Univ Nationalities, Dept Math & Comp Sci, Baise 533000, Guangxi, Peoples R China
[3] Univ Lahore, Dept Math & Stat, Lahore 54100, Pakistan
[4] Near East Univ, Fac Arts & Sci, Dept Math, Nicosia, Northern Cyprus, Turkiye
[5] Lebanese Amer Univ, Dept Comp Sci & Math, Beirut 11022801, Lebanon
[6] Prince Sattam Bin Abdulaziz Univ, Coll Sci & Humanities, Dept Math, Al Kharj 11942, Saudi Arabia
基金
中国国家自然科学基金;
关键词
Neurological disorder model; Stability analysis; Feasible solution; Chaos control; Fractional operator; Modeling; KINEMATICS; REACH; MODEL;
D O I
10.1016/j.cmpb.2024.108190
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Background and objective: To study the dynamical system, it is necessary to formulate the mathematical model to understand the dynamics of various diseases that are spread worldwide. The main objective of our work is to examine neurological disorders by early detection and treatment by taking asymptomatic. The central nervous system (CNS) is impacted by the prevalent neurological condition known as multiple sclerosis (MS), which can result in lesions that spread across time and place. It is widely acknowledged that multiple sclerosis (MS) is an unpredictable disease that can cause lifelong damage to the brain, spinal cord, and optic nerves. The use of integral operators and fractional order (FO) derivatives in mathematical models has become popular in the field of epidemiology. Method: The model consists of segments of healthy or barian brain cells, infected brain cells, and damaged brain cells as a result of immunological or viral effectors with novel fractal fractional operator in sight Mittag Leffler function. The stability analysis, positivity, boundedness, existence, and uniqueness are treated for a proposed model with novel fractional operators. Results: Model is verified the local and global with the Lyapunov function. Chaos Control will use the regulate for linear responses approach to bring the system to stabilize according to its points of equilibrium so that solutions are bounded in the feasible domain. To ensure the existence and uniqueness of the solutions to the suggested model, it makes use of Banach's fixed point and the Leray Schauder nonlinear alternative theorem. For numerical simulation and results the steps Lagrange interpolation method at different fractional order values and the outcomes are compared with those obtained using the well-known FFM method. Conclusion: Overall, by offering a mathematical model that can be used to replicate and examine the behavior of disease models, this research advances our understanding of the course and recurrence of disease. Such type of investigation will be useful to investigate the spread of disease as well as helpful in developing control strategies from our justified outcomes.
引用
收藏
页数:13
相关论文
共 62 条
[1]   State-based decoding of hand and finger kinematics using neuronal ensemble and LFP activity during dexterous reach-to-grasp movements [J].
Aggarwal, Vikram ;
Mollazadeh, Mohsen ;
Davidson, Adam G. ;
Schieber, Marc H. ;
Thakor, Nitish V. .
JOURNAL OF NEUROPHYSIOLOGY, 2013, 109 (12) :3067-3081
[2]  
Aggarwal V, 2011, I IEEE EMBS C NEUR E, P388, DOI 10.1109/NER.2011.5910568
[3]   Modeling and numerical investigation of fractional-order bovine babesiosis disease [J].
Ahmad, Aqeel ;
Farman, Muhammad ;
Naik, Parvaiz Ahmad ;
Zafar, Nayab ;
Akgul, Ali ;
Saleem, Muhammad Umer .
NUMERICAL METHODS FOR PARTIAL DIFFERENTIAL EQUATIONS, 2021, 37 (03) :1946-1964
[4]   ON AN EXTENSION OF THE OPERATOR WITH MITTAG-LEFFLER KERNEL [J].
Al-Refai, Mohammed ;
Baleanu, Dumitru .
FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY, 2022, 30 (05)
[6]   NEW FRACTIONAL DERIVATIVES WITH NON-LOCAL AND NON-SINGULAR KERNEL Theory and Application to Heat Transfer Model [J].
Atangana, Abdon ;
Baleanu, Dumitru .
THERMAL SCIENCE, 2016, 20 (02) :763-769
[7]  
Avutu SR, 2019, APPLICATION OF BIOMEDICAL ENGINEERING IN NEUROSCIENCE, P477, DOI 10.1007/978-981-13-7142-4_24
[8]   Human-Robot Interaction and Neuroprosthetics: A review of new technologies [J].
Cangelosi, Angelo ;
Invitto, Sara .
IEEE CONSUMER ELECTRONICS MAGAZINE, 2017, 6 (03) :24-33
[9]   Neurorobots as a Means Toward Neuroethology and Explainable AI [J].
Chen, Kexin ;
Hwu, Tiffany ;
Kashyap, Hirak J. ;
Krichmar, Jeffrey L. ;
Stewart, Kenneth ;
Xing, Jinwei ;
Zou, Xinyun .
FRONTIERS IN NEUROROBOTICS, 2020, 14
[10]   Modeling the Cerebellar Microcircuit: New Strategies for a Long Standing Issue [J].
D'Angelo, Egidio ;
Antonietti, Alberto ;
Casali, Stefano ;
Casellato, Claudia ;
Garrido, Jesus A. ;
Luque, Niceto Rafael ;
Mapelli, Lisa ;
Masoli, Stefano ;
Pedrocchi, Alessandra ;
Prestori, Francesca ;
Rizza, Martina Francesca ;
Ros, Eduardo .
FRONTIERS IN CELLULAR NEUROSCIENCE, 2016, 10