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
相关论文
共 50 条
  • [1] Numerical solution of fuzzy initial value problem (FIVP) using optimization
    Behroozpoor, Ali Asghar
    Kamyad, Ali Vahidian
    Mazarei, Mohammad Mehdi
    INTERNATIONAL JOURNAL OF ADVANCED AND APPLIED SCIENCES, 2016, 3 (08): : 36 - 42
  • [2] A Runge–Kutta numerical method to approximate the solution of bipolar fuzzy initial value problems
    Muhammad saqib
    Muhammad Akram
    Shahida Bashir
    Tofigh Allahviranloo
    Computational and Applied Mathematics, 2021, 40
  • [3] Piecewise Approximation for Bipolar Fuzzy Initial Value Problem
    Ahmady, E.
    Ahmady, N.
    Allahviranloo, T.
    NEW MATHEMATICS AND NATURAL COMPUTATION, 2024, 20 (03) : 687 - 709
  • [4] A numerical method for the solution of an autonomous initial value problem
    Patrulescu, Flavius
    CARPATHIAN JOURNAL OF MATHEMATICS, 2012, 28 (02) : 305 - 312
  • [6] Numerical solution for fractional Bratu's initial value problem
    Ghomanjani, Fateme
    Shateyi, Stanford
    OPEN PHYSICS, 2017, 15 (01): : 1045 - 1048
  • [7] Numerical Solutions for Bidimensional Initial Value Problem with Interactive Fuzzy Numbers
    Wasques, Vinicius F.
    Esmi, Estevao
    Barros, Laecio C.
    Sussner, Peter
    FUZZY INFORMATION PROCESSING, NAFIPS 2018, 2018, 831 : 84 - 95
  • [8] Solution method for fifth-order fuzzy initial value problem
    Muhammad Akram
    Muhammad Yousuf
    Muhammad Bilal
    Granular Computing, 2023, 8 (6) : 1229 - 1252
  • [9] Approximate Solution for Fourth Order Linear Fuzzy Initial Value Problem
    Jameel, A. F.
    Ismail, A. I. Md.
    Ghoreishi, M.
    INTERNATIONAL CONFERENCE ON FUNDAMENTAL AND APPLIED SCIENCES 2012 (ICFAS2012), 2012, 1482 : 302 - 308
  • [10] Solution method for fifth-order fuzzy initial value problem
    Akram, Muhammad
    Yousuf, Muhammad
    Bilal, Muhammad
    GRANULAR COMPUTING, 2023, 8 (06) : 1229 - 1252