Inconsistent fuzzy matrix equations and its fuzzy least squares solutions

Abstract In this paper the m × n inconsistent fuzzy matrix equation A x ˜ = B ∼ is investigated. The fuzzy least squares solution and the weak fuzzy least squares solution to the fuzzy matrix equation are expressed by using generalized inverses of the matrix S. The existence condition of strong fuzzy least squares solutions to the fuzzy system is also discussed. Some examples are presented to illustrate the proposed method.

[1]  Mehdi Dehghan,et al.  Solution of the fully fuzzy linear systems using iterative techniques , 2007 .

[2]  Mehdi Dehghan,et al.  Iterative solution of fuzzy linear systems , 2006, Appl. Math. Comput..

[3]  R. Plemmons Regular nonnegative matrices , 1973 .

[4]  Ke Wang,et al.  Inconsistent fuzzy linear systems , 2006, Appl. Math. Comput..

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

[6]  Guanrong Chen,et al.  Adaptive control of discrete-time chaotic systems: a fuzzy control approach , 2004 .

[7]  S. Abbasbandy,et al.  Minimal solution of general dual fuzzy linear systems , 2008 .

[8]  Tofigh Allahviranloo,et al.  The Adomian decomposition method for fuzzy system of linear equations , 2005, Appl. Math. Comput..

[9]  Ke Wang,et al.  General fuzzy linear systems , 2006, Appl. Math. Comput..

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

[11]  Saeid Abbasbandy,et al.  Fuzzy general linear systems , 2005, Appl. Math. Comput..

[12]  Robert J. Plemmons,et al.  Nonnegative Matrices in the Mathematical Sciences , 1979, Classics in Applied Mathematics.

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

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

[15]  Lotfi A. Zadeh,et al.  The Concepts of a Linguistic Variable and its Application to Approximate Reasoning , 1975 .

[16]  Tofigh Allahviranloo,et al.  Successive over relaxation iterative method for fuzzy system of linear equations , 2005, Appl. Math. Comput..

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

[18]  D. Dubois,et al.  Operations on fuzzy numbers , 1978 .

[19]  Saeid Abbasbandy,et al.  LU decomposition method for solving fuzzy system of linear equations , 2006, Appl. Math. Comput..

[20]  W. Congxin,et al.  Embedding problem of fuzzy number space: part II , 1992 .

[21]  J. H. Park Intuitionistic Fuzzy Metric Spaces , 2004 .

[22]  William Voxman,et al.  Eigen fuzzy number sets , 1985 .

[23]  Tofigh Allahviranloo,et al.  Numerical methods for fuzzy system of linear equations , 2004, Appl. Math. Comput..

[24]  Yosuke Tanaka,et al.  Chaotic dynamics in the Friedmann equation , 2005 .

[25]  Saeid Abbasbandy,et al.  Conjugate gradient method for fuzzy symmetric positive definite system of linear equations , 2005, Appl. Math. Comput..