Ιδρυματικό Αποθετήριο [SANDBOX]
Πολυτεχνείο Κρήτης
EN  |  EL

Αναζήτηση

Πλοήγηση

Ο Χώρος μου

Regularized estimation for preference disaggregation in multiple criteria decision making

Zopounidis Konstantinos, Michael Doumpos

Πλήρης Εγγραφή


URI: http://purl.tuc.gr/dl/dias/5358EFC6-F5AF-47D5-B0DD-0836A53EE3F9
Έτος 2007
Τύπος Δημοσίευση σε Περιοδικό με Κριτές
Άδεια Χρήσης
Λεπτομέρειες
Βιβλιογραφική Αναφορά M. Doumpos and C. Zopounidis, "Regularized estimation for preference disaggregation in multiple criteria decision making," Computat. Optimizat. Applicat., vol. 38, no. 1, pp. 61-80, Sep. 2007. doi:10.1007/s10589-007-9037-9 https://doi.org/10.1007/s10589-007-9037-9
Εμφανίζεται στις Συλλογές

Περίληψη

Disaggregation methods have been extensively used in multiple criteria decision making to infer preferential information from reference examples, using linear programming techniques. This paper proposes simple extensions of existing formulations, based on the concept of regularization which has been introduced within the context of the statistical learning theory. The properties of the resulting new formulations are analyzed for both ranking and classification problems and experimental results are presented demonstrating the improved performance of the proposed formulations over the ones traditionally used in preference disaggregation analysis.

Υπηρεσίες

Στατιστικά