DocumentCode
227044
Title
Interpolative GCD aggregators
Author
Dujmovic, Jozo
Author_Institution
Dept. of Comput. Sci., San Francisco State Univ., San Francisco, CA, USA
fYear
2014
fDate
6-11 July 2014
Firstpage
1778
Lastpage
1785
Abstract
This paper investigates the structure and properties of interpolative generalized conjunction/disjunction (GCD) aggregators. The main advantage of interpolative aggregators is the possibility to include suitable properties and to exclude inconvenient properties of aggregators. Using this method we can create new forms of logic aggregators by interpolating between heterogeneous base aggregators, i.e. aggregators that belong to different families and have different logic properties. The resulting interpolative aggregators then extend the desirable properties inherited from the base aggregator classes. We propose a general interpolative GCD aggregator (IGCD) and its important uniform special case. I GCD can be used to build compound aggregators and complex logic aggregation structures with suitable logic properties.
Keywords
decision theory; interpolation; complex logic aggregation structures; decision model; heterogeneous base aggregators; interpolative GCD aggregators; interpolative generalized conjunction-disjunction aggregators; logic aggregators; Additives; Boundary conditions; Cognition; Compounds; Conferences; Fuzzy systems; Interpolation;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4799-2073-0
Type
conf
DOI
10.1109/FUZZ-IEEE.2014.6891841
Filename
6891841
Link To Document