Coherence and avoidance of sure loss for standardized functions and semicopulas

Erich Klement, Damjana Kokol Bukovšek, Blaz Mojskerc, Matjaž Omladič, Susanne Saminger-Platz, Nik Stopar

Research output: Contribution to journalArticlepeer-review

Abstract

We discuss avoidance of sure loss and coherence results for semicopulas and standardized functions, i.e., for grounded, 1-increasing functions with value 1 at (1,1,…,1). We characterize the existence of a k-increasing n-variate function C fulfilling A⩽C⩽B for standardized n-variate functions A,B and discuss methods for constructing such functions. Our proofs also include procedures for extending functions on some countably infinite mesh to functions on the unit box. We provide a characterization when A respectively B coincides with the pointwise infimum respectively supremum of the set of all k-increasing n-variate functions C fulfilling A⩽C⩽B.
Original languageEnglish
Article number109089
Pages (from-to)109089
Number of pages20
JournalInternational Journal of Approximate Reasoning
Volume165
DOIs
Publication statusPublished - Feb 2024

Fields of science

  • 101 Mathematics
  • 101024 Probability theory

JKU Focus areas

  • Digital Transformation

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