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Fuzzy Laplace transforms. (English) Zbl 1187.44001

The fuzzy Laplace transform method solves fuzzy differential equations (FDEs) and corresponding fuzzy initial and boundary value problems. Fuzzy Laplace transforms reduce the problem of solving a FDE to an algebraic problem. This switching from operations of calculus to algebraic operations on transforms is called operational calculus, a very important area of applied mathematics, and for the engineer, the fuzzy Laplace transform method is practically the most important operational method. The fuzzy Laplace transform also has the advantage that it solves problems directly, fuzzy initial value problems without first determining a general solution, and non-homogeneous differential equations without first solving the corresponding homogeneous equation.
In this paper, the authors propose a fuzzy Laplace transform and under a strongly generalized differentiability concept, they use it in an analytic solution method for some fuzzy differential equations. The related theorems and properties are proved in detail and the method is illustrated by solving some examples.

MSC:

44A10 Laplace transform
34A25 Analytical theory of ordinary differential equations: series, transformations, transforms, operational calculus, etc.
34A07 Fuzzy ordinary differential equations
Full Text: DOI

References:

[1] Abbasbandy S, Allahviranloo T (2002) Numerical solution of fuzzy differential equation by Tailor method. J Comput Method Appl Math 2:113–124
[2] Abbasbandy S, Allahviranloo T, Lopez-Pouso O, Nieto JJ (2004) Numerical methods for fuzzy differential inclusions. Comput Math Appl 48(10–11):1633–1641 · Zbl 1074.65072 · doi:10.1016/j.camwa.2004.03.009
[3] Allahviranloo T, Ahmady N, Ahmady E (2007) Numerical solution of fuzzy differential equations by predictor-corrector method. Inform Sci 177/7:1633–1647 · Zbl 1183.65090 · doi:10.1016/j.ins.2006.09.015
[4] Bede B, Gal SG (2005) Generalizations of the differentiability of fuzzy-number-valued functions with applications to fuzzy differential equations. Fuzzy Set Syst 151:581–599 · Zbl 1061.26024 · doi:10.1016/j.fss.2004.08.001
[5] Bede B, Gal SG (2006) Remark on the new solutions of fuzzy differential equations. Chaos Solitons Fractals
[6] Bede B, Rudas IJ, Bencsik AL (2006) First order linear fuzzy differential equations under generalized differentiability. Inform Sci 177:1648–1662 · Zbl 1119.34003 · doi:10.1016/j.ins.2006.08.021
[7] Buckley JJ (2006) Simulating continuous fuzzy systems. Springer · Zbl 1111.93043
[8] Buckley JJ, Feuring T (1999) Introduction to fuzzy partial differential equations. Fuzzy Set Syst 105:241–248 · Zbl 0938.35014 · doi:10.1016/S0165-0114(98)00323-6
[9] Buckley JJ, Feuring T (2003) Fuzzy differential equations. Fuzzy Sets Syst 110:43–54 · Zbl 0947.34049 · doi:10.1016/S0165-0114(98)00141-9
[10] Chalco-Cano Y, Roman-Flores H (2006) On new solutions of fuzzy differential equations. Chaos Solitons Fractals 38:112–119 · Zbl 1142.34309 · doi:10.1016/j.chaos.2006.10.043
[11] Chang SSL, Zadeh L (1972) On fuzzy mapping and control. IEEE Trans Syst Cybern 2:30–34 · Zbl 0305.94001
[12] Congxin W, Shiji S (1998) Existence theorem to the Cauchy problem of fuzzy differential equations under compactness-type conditins. Inform Sci 108:123–134 · Zbl 0931.34041 · doi:10.1016/S0020-0255(97)10064-0
[13] Ding Z, Ma M, Kandel A (1997) Existence of the solutions of fuzzy differential equations with parameters. Inform Sci 99:205–217 · Zbl 0914.34057 · doi:10.1016/S0020-0255(96)00279-4
[14] Dubios D, Prade H (1982) Towards fuzzy differential calculus. Fuzzy Set Syst 8:1–7, 105–116, 225–233
[15] Friedman M, Ming M, Kandel A (1999) Numerical solution of fuzzy differential and integral equations. Fuzzy Set Syst 106:35–48 · Zbl 0931.65076 · doi:10.1016/S0165-0114(98)00355-8
[16] Goetschel R, Voxman W (1986) Elementery calculus. Fuzzy Set Syst 18:31–43 · Zbl 0626.26014 · doi:10.1016/0165-0114(86)90026-6
[17] He O, Yi W (1989) On fuzzy differential equations. Fuzzy Set Syst 32:321–325 · Zbl 0719.54007 · doi:10.1016/0165-0114(89)90264-9
[18] Jowers LJ, Buckley JJ, Reilly KD (2007) Simulating continuous fuzzy systems. Inform Sci 177:436–448 · Zbl 1140.34306 · doi:10.1016/j.ins.2006.03.005
[19] Kaleva O (1987) Fuzzy differential equations. Fuzzy Set Syst 24:301–317 · Zbl 0646.34019 · doi:10.1016/0165-0114(87)90029-7
[20] Kaleva O (1990) The Cauchy problem for fuzzy differential equations. Fuzzy Set Syst 35:389–396 · Zbl 0696.34005 · doi:10.1016/0165-0114(90)90010-4
[21] Kandel A (1980) Fuzzy dynamical systems and the nature of their solutions. In: Wang PP, Chang SK (eds) Fuzzy sets theory and application to policy analysis and information systems. Plenum Press, New York, pp 93–122
[22] Kandel A, Byatt WJ (1978) Fuzzy differential equations. In: Proceedings of the interational conference on cybernetics and society. Tokyo, pp 1213–12160
[23] Kloeden P (1991) Remarks on Peano-like theorems for fuzzy differential equations. Fuzzy Set Syst 44:161–164 · Zbl 0742.34058 · doi:10.1016/0165-0114(91)90041-N
[24] Ma M, Friedman M, Kandel A (1999) Numerical solution of fuzzy differential equations. Fuzzy Set Syst 105:133–138 · Zbl 0939.65086 · doi:10.1016/S0165-0114(97)00233-9
[25] Menda W (1988) Linear fuzzy differential equation systems on R 1. J Fuzzy Syst Math 2(1):51–56 (in chinese)
[26] Puri ML, Ralescu D (1983) Differential for fuzzy function. J Math Anal Appl 91:552–558 · Zbl 0528.54009 · doi:10.1016/0022-247X(83)90169-5
[27] Puri ML, Ralescu D (1986) Fuzzy random variables. J Math Anal Appl 114:409–422 · Zbl 0592.60004 · doi:10.1016/0022-247X(86)90093-4
[28] Seikkala S (1987) On the fuzzy initial value problem. Fuzzy Set Syst 24:319–330 · Zbl 0643.34005 · doi:10.1016/0165-0114(87)90030-3
[29] Song S, Wu C (2000) Existence and uniqueness of solutions to Cauchy problem of fuzzy differential equations. Fuzzy Set Syst 110:55–67 · Zbl 0946.34054 · doi:10.1016/S0165-0114(97)00399-0
[30] Wu HC (1999) The improper fuzzy Riemann integral and its numerical integration. Inform Sci 111:109–137 · Zbl 0934.26014 · doi:10.1016/S0020-0255(98)00016-4
[31] Wu HC (2000) The fuzzy Riemann integral and its numerical integration. Fuzzy Set Syst 110:1–25 · Zbl 0941.26014 · doi:10.1016/S0165-0114(97)00353-9
[32] Xu J, Liao Z, Hu Z (2007) A class of linear differential dynamical systems with fuzzy initial condition. Fuzzy Set Syst 158:2339–2358 · Zbl 1128.37015 · doi:10.1016/j.fss.2007.04.016
[33] Zimmermann HJ (1991) Fuzzy set theory–and its applications. Kluwer Academic Publishers, Dordrecht · Zbl 0719.04002
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