Model Inversion using Extended Gradual Intervals Arithmetic
Résumé
Recently, gradual numbers have been introduced as a means of extending standard interval computation methods to fuzzy and gradual intervals. However, it is well known that the practical use of standard interval arithmetic operators, just as their fuzzy extension, gives results more imprecise than necessary. In this paper, we combine the concepts of gradual numbers and Kaucher arithmetic on extended intervals to define extended gradual interval arithmetic where subtraction and division operators are respectively the inverse operators of the addition and the multiplication. They are applied to a control problem based on the inversion of a linear model.