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 language | English |
|---|---|
| Article number | 109089 |
| Pages (from-to) | 109089 |
| Number of pages | 20 |
| Journal | International Journal of Approximate Reasoning |
| Volume | 165 |
| DOIs | |
| Publication status | Published - Feb 2024 |
Fields of science
- 101 Mathematics
- 101024 Probability theory
JKU Focus areas
- Digital Transformation