Numerical solution of bipolar fuzzy initial value problem

被引:25
|
作者
Saqib, Muhammad [1 ]
Akram, Muhammad [2 ]
Bashir, Shahida [1 ]
Allahviranloo, Tofigh [3 ,4 ]
机构
[1] Univ Gujrat, Dept Math, Gujrat, Pakistan
[2] Univ Punjab, Dept Math, New Campus, Lahore, Pakistan
[3] Bahcesehir Univ, Fac Engn & Nat Sci, Istanbul, Turkey
[4] Islamic Azad Univ, Dept Math, Sci & Res Branch, Tehran, Iran
关键词
Generalized Hukuhara derivative; Bipolar Fuzzy Taylor expansion; bipolar fuzzy initial value problem; Euler method method; convergence analysis; DIFFERENTIAL-EQUATIONS;
D O I
10.3233/JIFS-201619
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Differential equations occur in many fields of science, engineering and social science as it is a natural way of modeling uncertain dynamical systems. A bipolar fuzzy set model is useful mathematical tool for addressing uncertainty which is an extension of fuzzy set model. In this paper, we study differential equations in bipolar fuzzy environment. We introduce the concept gH-derivative of bipolar fuzzy valued function. We present some properties of gH-differentiability of bipolar fuzzy valued function by considering different types of differentiability. We consider bipolar fuzzy Taylor expansion. By using Taylor expansion, Euler method is presented for solving bipolar fuzzy initial value problems. We discuss convergence analysis of proposed method. We describe some numerical examples to see the convergence and stability of the method and compute global truncation error. From numerical results, we see that for small step size Euler method converges to exact solution.
引用
收藏
页码:1309 / 1341
页数:33
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