Abstract: The purpose of this paper is to find a robust estimation method for a two-parameter exponentiated weibull distribution when outliers are present. when the outliers are present, a cluster-wise fuzzy least-squares is used. least-squares and weighted least-squares for parameters is obtained under the complete data. Numerical comparisons between these methods are implemented. According to these comparisons, it is suggested that fuzzy least-squares method is preferable.