Article ID: | iaor20172319 |
Volume: | 29 |
Issue: | 3 |
Start Page Number: | 360 |
End Page Number: | 375 |
Publication Date: | Jun 2017 |
Journal: | International Journal of Operational Research |
Authors: | Chakraborty Debjani, Singh Vishnu Pratap |
Keywords: | fuzzy sets, heuristics, optimization |
This paper formulates piecewise fuzzy linear approximation of fuzzy nonlinear function of a single variable. First, we construct the equation of fuzzy line segment through two fuzzy points using ‐cuts of two fuzzy points. Now the fuzzy nonlinear function is represented by a set of connected fuzzy line segments. Fuzzy line segments have been defined by partitioning the domain of a fuzzy nonlinear function. Then formulation of approximating fuzzy linear programming problem has been given to find the solution of fuzzy nonlinear separable programming problem. An illustrative example is given to demonstrate the methodology.