Title
On the parameterized complexity of non-monotonic logics
Abstract
We investigate the application of Courcelle's theorem and the logspace version of Elberfeld et al. in the context of non-monotonic reasoning. Here we formalize the implication problem for propositional sets of formulas, the extension existence problem for default logic, the expansion existence problem for autoepistemic logic, the circumscriptive inference problem, as well as the abduction problem in monadic second order logic and thereby obtain fixed-parameter time and space efficient algorithms for these problems. On the other hand, we exhibit, for each of the above problems, families of instances of a very simple structure that, for a wide range of different parameterizations, do not have efficient fixed-parameter algorithms (even in the sense of the large class XPnu, resp., XLnu) under standard complexity assumptions.
Year
DOI
Venue
2015
10.1007/s00153-015-0435-x
Archive for Mathematical Logic
Keywords
Field
DocType
Abduction, Autoepistemic logic, Default logic, Circumscription, Parameterized complexity, Courcelle’s theorem, Monadic second order logic
Default logic,Discrete mathematics,Autoepistemic logic,Courcelle's theorem,Second-order logic,Algebra,Non-monotonic logic,Many-valued logic,Monadic predicate calculus,Intermediate logic,Mathematics
Journal
Volume
Issue
ISSN
54
5-6
1432-0665
Citations 
PageRank 
References 
2
0.38
25
Authors
5
Name
Order
Citations
PageRank
Arne Meier112619.00
Irina Schindler231.42
Johannes Schmidt3133.00
Michael Thomas4323.22
Heribert Vollmer580571.64