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A generalization of the Bonferroni mean based on partitions

conference contribution
posted on 2013-01-01, 00:00 authored by Gleb BeliakovGleb Beliakov, Simon JamesSimon James, M Radko
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.

History

Event

IEEE International Conference on Fuzzy Systems (2013 : Hyderabad, India)

Publisher

IEEE Computational Intelligence Society

Location

Hyderabad, India

Place of publication

Piscataway, N.J.

Start date

2013-07-07

End date

2013-07-10

ISBN-13

9781479900220

Language

eng

Publication classification

E1 Full written paper - refereed

Copyright notice

2013, IEEE

Title of proceedings

FUZZ-IEEE 2013 : Proceedings of the IEEE International Conference on Fuzzy Systems

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