English

Belief merging within fragments of propositional logic

Artificial Intelligence 2014-04-28 v1 Logic in Computer Science

Abstract

Recently, belief change within the framework of fragments of propositional logic has gained increasing attention. Previous works focused on belief contraction and belief revision on the Horn fragment. However, the problem of belief merging within fragments of propositional logic has been neglected so far. This paper presents a general approach to define new merging operators derived from existing ones such that the result of merging remains in the fragment under consideration. Our approach is not limited to the case of Horn fragment but applicable to any fragment of propositional logic characterized by a closure property on the sets of models of its formulae. We study the logical properties of the proposed operators in terms of satisfaction of merging postulates, considering in particular distance-based merging operators for Horn and Krom fragments.

Keywords

Cite

@article{arxiv.1404.6445,
  title  = {Belief merging within fragments of propositional logic},
  author = {Nadia Creignou and Odile Papini and Stefan Rümmele and Stefan Woltran},
  journal= {arXiv preprint arXiv:1404.6445},
  year   = {2014}
}

Comments

To appear in the Proceedings of the 15th International Workshop on Non-Monotonic Reasoning (NMR 2014)