Modeling Drug Concentration Level in Blood Using Fractional Differential Equation Based on Psi-Caputo Derivative

被引:16
作者
Awadalla, Muath [1 ]
Noupoue, Yves Yannick Yameni [2 ]
Asbeh, Kinda Abu [1 ]
Ghiloufi, Noureddine [1 ,3 ]
机构
[1] King Faisal Univ, Coll Sci, Dept Math & Stat, Al Hasa 31982, Saudi Arabia
[2] Catholic Univ Louvain, La Neuve, Belgium
[3] Univ Gabes, Fac Sci Gabes, LR17ES11 Math & Applicat, Gabes 6072, Tunisia
关键词
PLASMA; PREDICTION;
D O I
10.1155/2022/9006361
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
This article studies a pharmacokinetics problem, which is the mathematical modeling of a drug concentration variation in human blood, starting from the injection time. Theories and applications of fractional calculus are the main tools through which we establish main results. The psi-Caputo fractional derivative plays a substantial role in the study. We prove the existence and uniqueness of the solution to the problem using the psi-Caputo fractional derivative. The application of the theoretical results on two data sets shows the following results. For the first data set, a psi-Caputo with the kernel psi=x+1 is the best approach as it yields a mean square error (MSE) of 0.04065. The second best is the simple fractional method whose MSE is 0.05814; finally, the classical approach is in the third position with an MSE of 0.07299. For the second data set, a psi-Caputo with the kernel psi=x+1 is the best approach as it yields an MSE of 0.03482. The second best is the simple fractional method whose MSE is 0.04116 and, finally, the classical approach with an MSE of 0.048640.
引用
收藏
页数:8
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