Deviation-based aggregation functions

Based on the original idea of Daróczy, deviation functions expressing the deviation of two real values x and y are generalized into (basic) moderate deviation functions. Subsequently, a new type of deviation-based aggregation function is introduced, studied and exemplified. Our approach generalizes, among others, several types of mixture operators, and can be seen as an alternative to penalty-based constructions of aggregation functions.