Choquet-Sugeno-like operator based on relation and conditional aggregation operators
Abstract
We introduce a~\textit{Choquet-Sugeno-like operator} generalizing many operators for bounded functions and monotone measures from the literature, e.g., Sugeno-like operator, Lov\'{a}sz and Owen measure extensions, -decomposition integral with respect to a~partition decomposition system, and others. The new operator is based on the concepts of dependence relation and conditional aggregation operators, but it does not depend on -level sets. We also provide conditions for which the Choquet-Sugeno-like operator coincides with some Choquet-like integrals defined on finite spaces and appeared recently in the literature, e.g. reverse Choquet integral, -Choquet integral, -based discrete Choquet-like integral, some version of -integral, -integrals (or Choquet-like Copula-based integral) and discrete inclusion-exclusion integral. Some basic properties of the Choquet-Sugeno-like operator are studied.
Keywords
Cite
@article{arxiv.2102.00064,
title = {Choquet-Sugeno-like operator based on relation and conditional aggregation operators},
author = {Michal Boczek and Ondrej Hutník and Marek Kaluszka},
journal= {arXiv preprint arXiv:2102.00064},
year = {2021}
}