Abstract
In this study, we develop perturbation–iteration algorithm (PIA) for numerical solutions of some types of fuzzy fractional partial differential equations (FFPDEs) with generalized Hukuhara derivative. We also present the convergence analysis of the method. The proposed approach reveals fast convergence rate and accuracy of the present method when compared with exact solutions of crisp problems. The main efficiency of this method is that while scaling support zone of uncertainty for the fractional partial differential equations, it eliminates over calculation and produces highly approximate and accurate results. Error analysis of the PIA for the FFPDEs is also illustrated within examples.








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References
Abbas S, Benchohra M, N’Guerekata GM (2012) Topics in fractional differential equations, vol 27. Springer, New York
Ahmadian A, Salahshour S, Chan CS (2017) Fractional differential systems: a fuzzy solution based on operational matrix of shifted chebyshev polynomials and its applications. IEEE Trans Fuzzy Syst 25(1):218–236
Ahmad MZ, Hasan MK, Abbasbandy S (2013) Solving fuzzy fractional differential equations using Zadeh’s extension principle. Sci World J. https://doi.org/10.1155/2013/454969
Aksoy Y, Pakdemirli M (2010) New perturbation–iteration solutions for Bratu-type equations. Comput Math Appl 59:2802–2808
Alquran M (2014) Analytical solutions of fractional foam drainage equation by residual power series method. Math Sci 8(4):153–160
El-Ajou A, Arqub OA, Momani S (2015) Approximate analytical solution of the nonlinear fractional KdV-Burgers equation: a new iterative algorithm. J Comput Phys 293:81–95
Atpinar S, Zararsiz Z, Sengonul M (2017) The entropy value for ECG of the sport horses. IEEE Trans Fuzzy Syst 25(5):1168–1174
Allahviranloo T, Taheri N (2009) An analytic approximation to the solution of fuzzy heat equation by adomian decomposition method. Int J Contemp Math Sci 4(3):105–114
Allahviranloo T, Armand A, Gouyandeh Z (2014) Fuzzy fractional differential equations under generalized fuzzy Caputo derivative. J Intell Fuzzy Syst 26(3):1481–1490
Bagley RL, Torvik PJ (1983) A theoretical basis for the application of fractional calculus to viscoelasticity. J Rheol 27(3):201–210
Balachandran K, Park JY, Trujillo JJ (2012) Controllability of nonlinear fractional dynamical systems. Nonlinear Anal Theory Methods Appl 75(4):1919–1926
Bede B, Gal SG (2005) Generalizations of the differentiability of fuzzy-number-valued functions with applications to fuzzy differential equations. Fuzzy Sets Syst 151(3):581–599
Bildik N (2017) General convergence analysis for the perturbation iteration technique. Turk J Math Comput Sci 6:1–9
Cooper K, Mickens R (2002) Generalized harmonic balance/numerical method for determining analytical approximations to the periodic solutions of the \(x^{4/3}\) potential. J Sound Vib 250:951–954
Das AK, Roy TK (2017) Exact solution of some linear fuzzy fractional differential equation using Laplace transform method. Glob J Pure Appl Math 13(9):5427–5435
Diamond P, Kloeden P (1994) Metric spaces of fuzzy sets: theory and applications. World Scientific, Singapore
Takaci D, Takaci A, Aleksandar T (2014) On the solutions of fuzzy fractional differential equation. TWMS J Appl Eng Math 4(1):98
Dolapci IT, Şenol M, Pakdemirli M (2013) New perturbation iteration solutions for Fredholm and Volterra integral equations. J Appl Math. https://doi.org/10.1155/2013/682537
Duan JS, Chaolu T, Rach R, Lu L (2013) The Adomian decomposition method with convergence acceleration techniques for nonlinear fractional differential equations. Comput Math Appl 66(5):728–736
Hasan S, Alawneh A, Al-Momani M, Momani S (2017) Second order fuzzy fractional differential equations under caputo’s H-differentiability. Appl Math Inf Sci 11(6):1597–1608
He J-H (2012) Homotopy perturbation method with an auxiliary term. Abstract and applied analysis. Hindawi Publishing Corporation, Cairo
Hu H, Xiong Z-G (2003) Oscillations in an \(x^{(2m+2)/(2n+1)}\) potential. J Sound Vib 259:977–980
Hukuhara M (1967) Integration des applications mesurables dont la valeur est un compact convexe. Funkcial Ekvac 10:205–223
Iqbal S, Javed A (2011) Application of optimal homotopy asymptotic method for the analytic solution of singular Lane–Emden type equation. Appl Math Comput 217:7753–7761
Jameel AF (2014) Semi-analytical solution of heat equation in fuzzy environment. Int J Appl Phys Math 4(6):371
Jordan DW, Smith P (1999) Nonlinear ordinary differential equations: an introduction to dynamical systems, vol 2. Oxford University Press, Oxford
Kurt A, Tasbozan O, Cenesiz Y (2016) Homotopy analysis method for conformable Burgers–Korteweg–de Vries equation. Bull Math Sci Appl 17:17–23
Kaleva O (1987) Fuzzy differential equations. Fuzzy Sets Syst 24:301–317
Liu Y, Wang X (2010) Contraction conditions with perturbed linear operators and applications. Math Commun 15(1):25–35
Matloka M (1986) Sequences of fuzzy numbers. Busefal 28(1):28–37
Mizukoshi MT (2007) Fuzzy differential equations and the extension principle. Inf Sci 177(17):3627–3635
Momani S, Odibat Z (2006) Analytical approach to linear fractional partial differential equations arising in fluid mechanics. Phys Lett A 355(4–5):271–279
Moore RE (1959) Automatic error analysis in digital computation. Technical Report LMSD-48421, Lockheed Missiles and Space Company
Nanda S (1989) On sequences of fuzzy numbers. Fuzzy Sets Syst 33(1):123–126
Nayfeh AH (2011) Introduction to perturbation techniques. Wiley, Amsterdam
Pakdemirli M, Boyacı H (2007) Generation of root finding algorithms via perturbation theory and some formulas. Appl Math Comput 184(2):783–788
Pakdemirli M, Boyacı H, Yurtsever H (2007) Perturbative derivation and comparisons of root-finding algorithms with fourth order derivatives. Math Comput Appl 12(2):117
Pakdemirli M, Boyacı H, Yurtsever H (2008) A root-finding algorithm with fifth order derivatives. Math Comput Appl 13(2):123
Pandey RK, Mishra HK (2017) Homotopy analysis Sumudu transform method for time–fractional third order dispersive partial differential equation. Adv Comput Math 43(2):365–383
Puri ML, Ralescu DA (1983) Differentials of fuzzy functions. J Math Anal Appl 91(2):552–558
Rahman NAA, Ahmad MZ (2016) Solution of fuzzy fractional differential equations using fuzzy Sumudu transform. In: AIP conference proceedings, 1775.1, AIP Publishing
Rivaz A, Fard OS, Bidgoli TA (2016) Solving fuzzy fractional differential equations by a generalized differential transform method. SeMA J 73(2):149–170
Salahshour S, Ahmadian A, Chan CS (2016) A novel technique for solving fuzzy differential equations of fractional order using Laplace and integral transforms. In: 2016 IEEE international conference on fuzzy systems (FUZZ-IEEE), Vancouver, pp 1473–1477
Salahshour S, Ahmadian A, Chan CS, Baleanu D (2015) Toward the existence of solutions of fractional sequential differential equations with uncertainty. In: 2015 IEEE international conference on fuzzy systems (FUZZ-IEEE), Istanbul, pp 1–6
Şenol M, Dolapci IT, Aksoy Y, Pakdemirli M (2013) Perturbation-iteration method for first-order differential equations and systems. Abstract and applied analysis. Hindawi Publishing Corporation, Cairo
Şenol M, Dolapci IT (2016) On the perturbation–iteration algorithm for fractional differential equations. J King Saud Univ Sci 28(1):69–74
Skorokhod AV, Hoppensteadt FC, Salehi HD (2002) Random perturbation methods with applications in science and engineering, vol 150. Springer, New York
von Groll G, Ewins DJ (2001) The harmonic balance method with arc-length continuation in rotor/stator contact problems. J Sound Vib 241:223–233
Wang SQ, He JH (2008) Nonlinear oscillator with discontinuity by parameter-expansion method. Chaos Solit Fract 35:688–691
Wilansky A (2000) Summability through functional analysis, vol 85. Elsevier, Amsterdam
Yeroglu C, Senol B (2013) Investigation of robust stability of fractional order multilinear affine systems: 2q-convex parpolygon approach. Syst Control Lett 62(10):845–855
Zadeh LA (1965) Fuzzy sets. Inf Control 8(3):338–353
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Communicated by Marcos Eduardo Valle.
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Senol, M., Atpinar, S., Zararsiz, Z. et al. Approximate solution of time-fractional fuzzy partial differential equations. Comp. Appl. Math. 38, 18 (2019). https://doi.org/10.1007/s40314-019-0796-6
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DOI: https://doi.org/10.1007/s40314-019-0796-6
Keywords
- Fractional partial differential equations
- Caputo \(H_{g}\)-derivative
- Perturbation–iteration algorithm