Checking Consistency of CP-Theory Preferences in Polynomial Time

Authors

  • Erik Rauer Department of Computer Science, Iowa State University
  • Samik Basu Department of Computer Science, Iowa State University
  • Vasant Honavar Artificial Intelligence Research Laboratory Institute for Computational and Data Sciences College of Information Sciences and Technology, Pennsylvania State University

DOI:

https://doi.org/10.1609/aaai.v39i14.33659

Abstract

We investigate the problem of checking the consistency of qualitative preferences expressed in CP-theory. This problem is PSPACE-Complete even when the preferences are locally consistent or the preference variables have binary domain. We present a new sufficient condition for consistency of preferences and show that the condition can be checked in polynomial time in settings of practical relevance (locally consistent or binary domain preference variables). We further show how the resulting sufficient condition can be used to efficiently identify a subset of outcomes that are non-dominated with respect to a set of qualitative preferences.

Published

2025-04-11

How to Cite

Rauer, E., Basu, S., & Honavar, V. (2025). Checking Consistency of CP-Theory Preferences in Polynomial Time. Proceedings of the AAAI Conference on Artificial Intelligence, 39(14), 15126–15133. https://doi.org/10.1609/aaai.v39i14.33659

Issue

Section

AAAI Technical Track on Knowledge Representation and Reasoning