Implementing fuzzy polynomial interpolation (FPI) and fuzzy linear regression (LFR)

Abstract

This paper presents some preliminary results arising within a general framework concerning the development of software tools for fuzzy arithmetic. The program is in a preliminary stage. What has been already implemented consists of a set of routines for elementary operations, optimized functions evaluation, interpolation and regression. Some of these have been applied to real problems.This paper describes a prototype of a library in C++ for polynomial interpolation of fuzzifying functions, a set of routines in FORTRAN for fuzzy linear regression and a program with graphical user interface allowing the use of such routines.

Keywords

• Fuzzy arithmetic
• Ffuzzy polynomial interpolation
• Fuzzy linear regression