Decision-making with E-admissibility given a finite assessment of choices
Abstract
Given information about which options a decision-maker definitely rejects from given finite sets of options, we study the implications for decision-making with E-admissibility. This means that from any finite set of options, we reject those options that no probability mass function compatible with the given information gives the highest expected utility. We use the mathematical framework of choice functions to specify choices and rejections, and specify the available information in the form of conditions on such functions. We characterise the most conservative extension of the given information to a choice function that makes choices based on E-admissibility, and provide an algorithm that computes this extension by solving linear feasibility problems.
Keywords
Cite
@article{arxiv.2204.07428,
title = {Decision-making with E-admissibility given a finite assessment of choices},
author = {Arne Decadt and Alexander Erreygers and Jasper De Bock and Gert de Cooman},
journal= {arXiv preprint arXiv:2204.07428},
year = {2022}
}
Comments
11 pages, 1 figure, extended version of conference paper