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On the unique solvability of fuzzy relational equations
Authors:Pingke Li  Shu-Cherng Fang
Institution:(1) Operations Research Program, North Carolina State University, Raleigh, NC 27695-7913, USA;(2) Department of Industrial Engineering, North Carolina State University, Raleigh, NC 27695-7906, USA
Abstract:The solution set of a consistent system of fuzzy relational equations with max-min composition can be characterized by one maximum solution and a finite number of minimal solutions. A polynomial-time method of O(mn) complexity is proposed to determine whether such a system has a unique minimal solution and/or a unique solution, where m, n are the dimensions of the input data. The proposed method can be extended to examining a system of fuzzy relational equations with max-T composition where T is a continuous triangular norm.
Keywords:
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