Title :
A Generalization of the Bonferroni Mean based on partitions
Author :
Beliakov, Gleb ; James, Stuart ; Mesiar, Radko
Author_Institution :
Sch. of Inf. Technol., Deakin Univ., Burwood, VIC, Australia
Abstract :
The mean defined by Bonferroni in 1950 (known by the same name) averages all non-identical product pairs of the inputs. Its generalizations to date have been able to capture unique behavior that may be desired in some decision-making contexts such as the ability to model mandatory requirements. In this paper, we propose a composition that averages conjunctions between the respective means of a designated subset-size partition. We investigate the behavior of such a function and note the relationship within a given family as the subset size is changed. We found that the proposed function is able to more intuitively handle multiple mandatory requirements or mandatory input sets.
Keywords :
decision making; functions; set theory; Bonferroni mean generalization; Bonferroni partition mean; conjunctions averaging; decision making; mandatory input sets; multiple mandatory requirements; subset-size partition; Context; Decision making; Educational institutions; Electronic mail; Lead; Standards; Vectors; Aggregation functions; Bonferroni mean; decision making; mandatory criteria;
Conference_Titel :
Fuzzy Systems (FUZZ), 2013 IEEE International Conference on
Conference_Location :
Hyderabad
Print_ISBN :
978-1-4799-0020-6
DOI :
10.1109/FUZZ-IEEE.2013.6622348