Vague Environment Based Set Interpolation
Zsolt Csaba Johanyák · 2007
Fuzzy Set Interpolation aims the generation of a new linguistic term in a given position of a fuzzy partition taking into consideration the shape and the position of the neighbouring sets. It is applied in the first step of the Generalized Methodology (GM) [1] of Fuzzy Rule Interpolation (FRI) for the calculation of the antecedent and consequent parts of the new rule. This paper presents a new FSI method called Vague Environment based Set Interpolation (VESI), which synthesizes the benefits of the concepts Vague Environment (VR) [8][11] and GM. It ensures the desired speed and the ability to handle non-singleton observations and conclusions for the FRI technique based on it.