Logo image
The Complexity of Lattice-Based Fuzzy Description Logics
Journal article   Open access  Peer reviewed

The Complexity of Lattice-Based Fuzzy Description Logics

Stefan Borgwardt and R Peñaloza
Journal on Data Semantics, Vol.2(1), pp.1-19
2
2013
Handle:
https://hdl.handle.net/10863/33017

Abstract

We study the complexity of reasoning in fuzzy description logics with semantics based on finite residuated lattices. For the logic SHI, we show that deciding satisfiability and subsumption of concepts, with or without a TBox, are ExpTime-complete problems. In ALCHI and a variant of SI, these decision problems become PSpace-complete when restricted to acyclic TBoxes. This matches the known complexity bounds for reasoning in crisp description logics between ALC and SHI.
pdf
BoPe-JoDS12323.93 kBDownloadView
Open Access
url
http://link.springer.com/article/10.1007/s13740-012-0013-xView

Details

Metrics

1 File views/ downloads
3 Record Views