Hard c-regression model for data with tolerance

Abstract

It is very difficult to construct algorithms which gives regression model for both of independent and dependent data with uncertainty which is represented by interval. The reason is caused by difficultiy of the mathematical analysis. In this paper, we will solve the problem using a concept of tolerance and iterative optimization and construct a new hard c-regression model for data with tolerance.