An AGM Approach to Revising Preferences

12/28/2021
by   Adrian Haret, et al.
0

We look at preference change arising out of an interaction between two elements: the first is an initial preference ranking encoding a pre-existing attitude; the second element is new preference information signaling input from an authoritative source, which may come into conflict with the initial preference. The aim is to adjust the initial preference and bring it in line with the new preference, without having to give up more information than necessary. We model this process using the formal machinery of belief change, along the lines of the well-known AGM approach. We propose a set of fundamental rationality postulates, and derive the main results of the paper: a set of representation theorems showing that preference change according to these postulates can be rationalized as a choice function guided by a ranking on the comparisons in the initial preference order. We conclude by presenting operators satisfying our proposed postulates. Our approach thus allows us to situate preference revision within the larger family of belief change operators.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
01/05/2021

Dynamic Preference Logic meets Iterated Belief Change: Representation Results and Postulates Characterization

AGM's belief revision is one of the main paradigms in the study of belie...
research
03/20/2022

Recognising the importance of preference change: A call for a coordinated multidisciplinary research effort in the age of AI

As artificial intelligence becomes more powerful and a ubiquitous presen...
research
08/09/2017

Preference fusion and Condorcet's Paradox under uncertainty

Facing an unknown situation, a person may not be able to firmly elicit h...
research
10/27/2020

How to implement MCDM tools and continuous logic into neural computation?: Towards better interpretability of neural networks

The theories of multi-criteria decision-making (MCDM) and fuzzy logic bo...
research
07/03/2017

Modeling preference time in middle distance triathlons

Modeling preference time in triathlons means predicting the intermediate...
research
06/21/2022

Preference Change in Persuasive Robotics

Human-robot interaction exerts influence towards the human, which often ...
research
04/04/2019

Preference Neural Network

This paper proposes a preference neural network (PNN) to address the pro...

Please sign up or login with your details

Forgot password? Click here to reset