A Method for Solving Linear Systems of Fuzzy Differential Equations under Generalized Hukuhara Differentiability
Subject Areas : Fuzzy Optimization and Modeling JournalMehran Chehlabi 1 * , Masuod Salehi Sarvestani 2
1 - Department of mathematics, Savadkoh Branch, Islamic Azad University,Savadkoh, Iran
2 - Department of Mathematics, Savadkooh Branch, Islamic Azad University, Savadkooh, Iran.
Keywords: fuzzy systems, Fuzzy differential, Gh-differentiable,
Abstract :
The paper proposes a procedure for solving a linear system of fuzzy differential equations from the point of view of the generalized Hukuhara derivative. First, the method is based on two functions of half-length and midpoint of fuzzy numbers and next it is implemented on the problem in two separate cases of generalized Hukuhara differentiability, in details. Two numerical examples are given to clarify the practical application of the results.
1. Allahviranloo, T. Chehlabi, M. (2015) Solving fuzzy differential equations based on the length function properties, Soft Computing 19, 307-320.
2. Barros, L.C. Gomes, L.T. Tonelli, P.A. (2013) Fuzzy differential equations: an approach via fuzzification of the derivative operator, Fuzzy Sets and Systems, 230, 39–52.
3. Barros, L.C. Pedro, F.S. (2017) Fuzzy differential equations with interactive derivative, Fuzzy Sets Syst. 309, 64–80.
4. Bede, B. Bhaskar, T.C. Lakshmikantham, V. (2007) Perspectives of fuzzy initial value problems, Communication in Applied Analysis, 11 (3), 339–358.
5. Bede, B. Gal, S.G. (2005) Generalizations of the differentiability of fuzzy-number-valued functions with applications to fuzzy differential equations, Fuzzy Sets and Systems, 151, 581–599.
6. Bede, B. Gal, S.G. (2010) Solutions of fuzzy differential equations based on generalized differentiability, Communications in Mathematical Analysis, 9 (2), 22–41.
7. Bede, B. Rudas, I.J. Bencsik, A.L. (2007) First order linear fuzzy differential equations under generalized differentiability, Information Sciences, 177, 1648–1662.
8. Bede, B. Stefanini, L. (2013) Generalized differentiability of fuzzy-valued functions. Fuzzy Sets and Systems, 230, 119–141.
9. Bede, B. Stefanini, L. (2011) Solution of fuzzy differential equations with generalized differentiability using LU-parametric representation, EUSFLAT, 785–790.
10. Buckley, J.J. Feuring, T. (2000) Fuzzy differential equations, Fuzzy Sets and Systems, 110, 43–54.
11. Casasnovas, J. Rossell, F. (2005) Averaging fuzzy biopolymers, Fuzzy Sets and Systems, 152, 139–158.
12. Chalco-Cano, Y. Román-Flores, H. (2009) Comparation between some approaches to solve fuzzy differential equations, Fuzzy Sets and Systems, 160, 1517–1527.
13. Chalco-Cano, Y., Román-Flores, H., & Jiménez-Gamero, M. D. (2011). Generalized derivative and π-derivative for set-valued functions. Information Sciences, 181(11), 2177-2188.
14. Chalco-Cano, Y. Román-Flores, H. (2008) On new solutions of fuzzy differential equations, Chaos Solitons Fractals 38, 112–119.
15. Chalco-Cano, Y. Román-Flores, H. (2013) Some remarks on fuzzy differential equations via differential inclusions, Fuzzy Sets and Systems, 230, 3–20.
16. Chehlabi, M. Allahviranloo, T. (2018) Positive or negative solutions to first-order fully fuzzy linear differential equations under generalized differentiability, Applied Soft Computing, 70, 359-370.
17. Ding, Z. Shen, H. Kandel, A. (2010) Performance analysis of service composition based on fuzzy differential equations, IEEE Transactions on Fuzzy Systems, 19, 164-178.
18. Ezzati, R. (2011) Solving fuzzy linear systems. Soft Computing, 15, 193–197.
19. Friedman, M. Ma, M. Kandel, A. (1999) Numerical solutions of fuzzy differential and integral equations, Fuzzy Sets and Systems, 106, 35-48.
20. Hanss, M. Applied Fuzzy Arithmetic: An Introduction with Engineering Applications, Springer-Verlag, Berlin, 2005.
21. Khastan, A. Nieto, J. J. Rodriguez-Lopez, R. (2011) Variation of constant formula for first order fuzzy differential equations, Fuzzy Sets and Systems, 177, 20-33.
22. Khastan, A. Rodríguez-López, R. (2020) On linear fuzzy differential equations by differential inclusions’ approach, Fuzzy Sets and Systems, 387, 49-67.
23. Wasques, V.F. Esmi, E. Barros, L.C. Sussner, P. (2020) The generalized fuzzy derivative is interactive, Information Sciences, 519, 93-109.
24. Wu, C. Gong, (2001) On Henstock integral of fuzzy-number-valued functions I, Fuzzy Sets and Systems, 120, 523–532.