Decision-making with E-admissibility given a finite assessment of choices

التفاصيل البيبلوغرافية
العنوان: Decision-making with E-admissibility given a finite assessment of choices
المؤلفون: Decadt, Arne, Erreygers, Alexander, De Bock, Jasper, de Cooman, Gert
سنة النشر: 2022
المجموعة: Computer Science
Mathematics
مصطلحات موضوعية: Computer Science - Artificial Intelligence, Mathematics - Probability
الوصف: 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.
Comment: 11 pages, 1 figure, extended version of conference paper
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2204.07428
رقم الانضمام: edsarx.2204.07428
قاعدة البيانات: arXiv