Abstract
In this paper, we interpret a fuzzy differential equation by using the strongly generalized differentiability concept. Utilizing the Generalized Characterization Theorem, we investigate the problem of finding a numerical approximation of solutions. The Runge–Kutta approximation method is implemented and its error analysis, which guarantees pointwise convergence, is given. The method applicability is illustrated by solving a linear first-order fuzzy differential equation.
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References
Abbasbandy S, Allahviranloo T (2002) Numerical solutions of fuzzy differential equations by Taylor method. J Comput Methods Appl Math 2:113–124
Abbasbandy S, Allahviranloo T (2004) Numerical solution of fuzzy differential equation by Runge–Kutta method. Nonlinear Stud 11:117–129
Abbasbandy S, Allahviranloo T, Lopez-Pouso O, Nieto JJ (2004) Numerical methods for fuzzy differential inclusions. J Comput Math Appl 48:1633–1641
Bede B, Gal SG (2004) Almost periodic fuzzy-number-valued functions. Fuzzy Sets Syst 147:385–403
Bede B, Gal SG (2005) Generalizations of the differentiability of fuzzy number value functions with applications to fuzzy differential equations. Fuzzy Sets Syst 151:581–599
Bede B, Rudas IJ, Bencsik AL (2007) First order linear fuzzy differential equations under generalized differentiability. Inf Sci 177:1648–1662
Buckley JJ, Feuring T (2000) Fuzzy differential equations. Fuzzy Sets Syst 110:43–54
Chalco-Cano Y, Roman-Flores H (2008) On new solutions of fuzzy differential equations. Chaos Solitons Fractals 38:112–119
Chalco-Cano Y, Roman-Flores H (2013) Some remarks on fuzzy differential equations via differential inclusions. Fuzzy Sets Syst 230:3–20
Chalco-Cano Y, Rufin-Lizana A, Roman-Flores H, Jimnez-Gamero MD (2013) Calculus for interval-valued functions using generalized Hukuhara derivative and applications. Fuzzy Sets Syst 219:49–67
Diamond P, Kloeden P (1994) Metric spaces of fuzzy sets. World Scientific, Singapore
Friedman M, Ma M, Kandel A (1999) Numerical solution of fuzzy differential and integral equations. Fuzzy Sets Syst 106:35–48
Kaleva O (1987) Fuzzy differential equations. Fuzzy Sets Syst 24:301–317
Khastan A, Ivaz K (2009) Numerical solution of fuzzy differential equations by Nustrom method. Chaos Solitons Fractals 41:859–868
Nieto JJ, Khastan A, Ivaz K (2009) Numerical solution of fuzzy differential equations under generalized differentiability. Nonlinear Anal Hybrid Syst 3:700–707
Roman-Flores H, Rojas-Medar M (2002) Embedding of level-continuous fuzzy sets on Banach spaces. Inf Sci 144:227–247
Song S, Wu C (2000) Existence and uniqueness of solutions to the Cauchy problem of fuzzy differential equations. Fuzzy Sets Syst 110:55–67
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Communicated by Marko Rojas-Medar.
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Kanagarajan, K., Suresh, R. Runge–Kutta method for solving fuzzy differential equations under generalized differentiability. Comp. Appl. Math. 37, 1294–1305 (2018). https://doi.org/10.1007/s40314-016-0397-6
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DOI: https://doi.org/10.1007/s40314-016-0397-6
Keywords
- Fuzzy differential equations
- Generalized differentiability
- Generalized characterization theorem
- Runge–Kutta method of order 4