Approximate solution of fuzzy differential equations under generalized differentiability

Abstract In this paper, an approach for approximating the fuzzy linear system of differential equations under generalized differentiability is presented, because under this interpretation, we may obtain solutions which have a decreasing length of their support. In several applications the behavior of these solutions better reflects the behavior of some real-world systems. Also, we investigate a necessary and sufficient conditions for the solution vector to be a fuzzy vector.

[1]  D. W. Pearson A property of linear fuzzy differential equations , 1997 .

[2]  H. Román-Flores,et al.  On new solutions of fuzzy differential equations , 2008 .

[3]  Saeid Abbasbandy,et al.  Tuning of reachable set in one dimensional fuzzy differential inclusions , 2005 .

[4]  M. Mosleh NUMERICAL SOLUTION OF FUZZY LINEAR FREDHOLM INTEGRO-DIFFERENTIAL EQUATION BY FUZZY NEURAL NETWORK , 2014 .

[5]  M. Puri,et al.  Fuzzy Random Variables , 1986 .

[6]  Bernard De Baets,et al.  Analytical and numerical solutions of fuzzy differential equations , 2013, Inf. Sci..

[7]  R. Goetschel,et al.  Elementary fuzzy calculus , 1986 .

[8]  Jong Yeoul Park,et al.  Fuzzy differential equations , 2000, Fuzzy Sets Syst..

[9]  Abraham Kandel,et al.  Fuzzy linear systems , 1998, Fuzzy Sets Syst..

[10]  Maryam Mosleh,et al.  Fuzzy neural network for solving a system of fuzzy differential equations , 2013, Appl. Soft Comput..

[11]  Osmo Kaleva Fuzzy differential equations , 1987 .

[12]  Imre J. Rudas,et al.  First order linear fuzzy differential equations under generalized differentiability , 2007, Inf. Sci..

[13]  Abraham Kandel,et al.  A new fuzzy arithmetic , 1999, Fuzzy Sets Syst..

[14]  Barnabás Bede,et al.  Generalizations of the differentiability of fuzzy-number-valued functions with applications to fuzzy differential equations , 2005, Fuzzy Sets Syst..

[15]  S. Seikkala On the fuzzy initial value problem , 1987 .

[16]  James J. Buckley,et al.  Fuzzy differential equations , 2000, Fuzzy Sets Syst..

[17]  Juan J. Nieto,et al.  NUMERICAL SOLUTION OF FUZZY DIFFERENTIAL EQUATIONS UNDER GENERALIZED DIFFERENTIABILITY , 2009 .

[18]  Phil Diamond,et al.  Stability and periodicity in fuzzy differential equations , 2000, IEEE Trans. Fuzzy Syst..

[19]  Abraham Kandel,et al.  Numerical solutions of fuzzy differential equations , 1999, Fuzzy Sets Syst..

[20]  Juan J. Nieto,et al.  Variation of constant formula for first order fuzzy differential equations , 2011, Fuzzy Sets Syst..

[21]  Tofigh Allahviranloo,et al.  Numerical solution of fuzzy differential equations by predictor-corrector method , 2007, Inf. Sci..

[22]  D. Dubois,et al.  Towards fuzzy differential calculus part 3: Differentiation , 1982 .

[23]  Maryam Mosleh,et al.  Simulation and evaluation of fuzzy differential equations by fuzzy neural network , 2012, Appl. Soft Comput..

[24]  Maryam Mosleh,et al.  Minimal solution of fuzzy linear system of differential equations , 2012, Neural Computing and Applications.

[25]  Lotfi A. Zadeh,et al.  Toward a generalized theory of uncertainty (GTU)--an outline , 2005, Inf. Sci..

[26]  Tofigh Allahviranloo,et al.  Nth-order fuzzy linear differential equations , 2008, Inf. Sci..

[27]  Omid Solaymani Fard,et al.  Numerical solutions for linear system of first-order fuzzy differential equations with fuzzy constant coefficients , 2011, Inf. Sci..

[28]  Lotfi A. Zadeh,et al.  On Fuzzy Mapping and Control , 1996, IEEE Trans. Syst. Man Cybern..

[29]  M. Puri,et al.  Differentials of fuzzy functions , 1983 .