Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining by Hassan AbouEisha Talha Amin Igor Chikalov Shahid Hussain & Mikhail Moshkov

Author:Hassan AbouEisha, Talha Amin, Igor Chikalov, Shahid Hussain & Mikhail Moshkov
Language: eng
Format: epub
Publisher: Springer International Publishing, Cham

then is a strictly increasing cost function for systems of decision rules.

We now consider a notion of uncertainty for systems of decision rules. This is a function which is defined on pairs T, S, where T is a nonempty decision table and is a system of decision rules for T, and has values from the set . This function is given by uncertainty measure U and a function . The value is equal to where the value , for any natural k, is defined by induction: and, for , .

References

1.

Alkhalid, A., Amin, T., Chikalov, I., Hussain, S., Moshkov, M., Zielosko, B.: Dagger: A tool for analysis and optimization of decision trees and rules. In: Ficarra, F.V.C., Kratky, A., Veltman, K.H., Ficarra, M.C., Nicol, E., Brie, M. (eds.) Computational Informatics, Social Factors and New Information Technologies: Hypermedia Perspectives and Avant-Garde Experiencies in the Era of Communicability Expansion, pp. 29–39. Blue Herons (2011)

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