Artificial Intelligence
Much of the research on concept languages, which are also called terminological languages, has focused on the computational complexity of subsumption. The intractability results can be divided into two groups. First, it has been shown that extending the basic language F LMIN with constructs containing some form of logical disjunction leads to co-NP-hard subsumption problems. Secondly, adding negation to F LMIN makes subsumption PSPACE-complete. The main result of this paper is that extending F LMIN with unrestricted existential quantification makes subsumption NP-complete. This is the first proof of intractability for a concept language containing, whether explicitly or implicitly, no construct expressing disjunction. Unrestricted existential quantification is therefore, alongside disjunction, a source of computational complexity in concept languages.
@article{DLNHNM-92,
title = "The complexity of existential quantification in concept
languages",
year = "1992",
author = "Donini, Francesco M. and Lenzerini, Maurizio and Nardi,
Daniele and Bernhard Hollunder and Nutt, Werner and Marchetti Spaccamela,
Alberto",
journal = "Artificial Intelligence",
pages = "309-327",
volume = "53",
}