Article ID Journal Published Year Pages File Type
429752 Journal of Computer and System Sciences 2016 48 Pages PDF
Abstract

•The class of recognizable picture languages is characterized by existential monadic second-order logic.•Logical characterizations of the class of picture languages recognized in linear time on nondeterministic cellular automata.•This shows the logics involved can be made “local” with respect to the underlying regular structures.•Hierarchy results among some logical frameworks are deduced from the above.

This paper deals with descriptive complexity of picture languages of any dimension by fragments of existential second-order logic:1) We generalize to any dimension the characterization by Giammarresi et al. (1996) of the class of recognizable picture languages in existential monadic second-order logic.2) We state natural logical characterizations of the class of picture languages of any dimension d≥1d≥1 recognized in linear time on nondeterministic cellular automata, a robust complexity class that contains, for d=1d=1, all the natural NP-complete problems.Our characterizations are essentially deduced from normalization results for first-order and existential second-order logics over pictures.

Related Topics
Physical Sciences and Engineering Computer Science Computational Theory and Mathematics
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