Differential calculus of fuzzy multi-variable functions and its applications to fuzzy partial differential equations

Abstract In this study, we deal with the concept of directional derivatives for fuzzy multi-variable functions and give explicit expressions for their directional derivatives. We give some applications of this concept as Green's identity for fuzzy multi-variable functions and Neumann boundary value problems. The fuzziness variations of a fuzzy multi-variable function according to the changing of the directions at a given point are examined. Moreover, we provide solutions to wave equations with fuzzy initial values. Some examples are presented to illustrate the results.

[1]  Laécio C. Barros,et al.  On fuzzy solutions for partial differential equations , 2013, Fuzzy Sets Syst..

[2]  R. M. Jafelice,et al.  Fuzzy parameters in a partial differential equation model for population dispersal of leaf-cutting ants , 2011 .

[3]  Delfim F. M. Torres,et al.  A survey on fuzzy fractional differential and optimal control nonlocal evolution equations , 2017, J. Comput. Appl. Math..

[4]  Fariba Bahrami,et al.  Existence and uniqueness results for fuzzy linear differential-algebraic equations , 2014, Fuzzy Sets Syst..

[5]  Tofigh Allahviranloo,et al.  A fuzzy solution of heat equation under generalized Hukuhara differentiability by fuzzy Fourier transform , 2017, Fuzzy Sets Syst..

[6]  Tofigh Allahviranloo,et al.  Difference Methods for Fuzzy Partial Differential Equations , 2002 .

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

[8]  James J. Buckley,et al.  Introduction to fuzzy partial differential equations , 1999, Fuzzy Sets Syst..

[9]  Le Hoang Son,et al.  The existence and uniqueness of fuzzy solutions for hyperbolic partial differential equations , 2014, Fuzzy Optim. Decis. Mak..

[10]  Zeshui Xu,et al.  Partial Derivative and Complete Differential of Binary Intuitionistic Fuzzy Functions , 2017, Int. J. Fuzzy Syst..

[11]  Nguyen Thi Kim Son,et al.  The solvability of fuzzy fractional partial differential equations under Caputo gH-differentiability , 2017, Fuzzy Sets Syst..

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

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

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

[16]  Sorin G. Gal,et al.  Almost periodic fuzzy-number-valued functions , 2004, Fuzzy Sets Syst..

[17]  Rosana Rodríguez-López,et al.  On the solutions to first order linear fuzzy differential equations , 2016, Fuzzy Sets Syst..

[18]  Nguyen Thi Kim Son,et al.  Global existence of solutions to fuzzy partial hyperbolic functional differential equations with generalized Hukuhara derivatives , 2015, J. Intell. Fuzzy Syst..

[19]  Barnabás Bede,et al.  Mathematics of Fuzzy Sets and Fuzzy Logic , 2012, Studies in Fuzziness and Soft Computing.

[20]  A. Plotnikov,et al.  The averaging of fuzzy hyperbolic differential inclusions , 2017 .

[21]  Barnabás Bede,et al.  Solutions of fuzzy differential equations based on generalized differentiability , 2010 .

[22]  Nguyen Thi Kim Son,et al.  New approach for studying nonlocal problems related to differential systems and partial differential equations in generalized fuzzy metric spaces , 2018, Fuzzy Sets Syst..

[23]  V. Lakshmikantham,et al.  Theory of Set Differential Equations in Metric Spaces , 2005 .

[24]  Tofigh Allahviranloo,et al.  On fuzzy solutions for heat equation based on generalized Hukuhara differentiability , 2015, Fuzzy Sets Syst..