SAT-based analysis of cellular automata

被引:0
|
作者
D'Antonio, M [1 ]
Delzanno, G [1 ]
机构
[1] Univ Genoa, Dipartimento Informat & Sci Informaz, I-16146 Genoa, Italy
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中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In the last decade there has been a dramatic speed-up for algorithms solving the Satisfiability (SAT) problem for propositional formulas, a well known NP-complete problem. In this paper we will investigate the applicability of modern SAT solvers to the qualitative analysis of Cellular Automata. For this purpose we have defined an encoding of the evolution of Cellular Automata into formulas in propositional logic. The resulting formula can be used to test forward and inverse reachability problems for the original Cellular Automata in a modular way. In the paper we will report on experimental results obtained by applying the SAT-solver zChaff to reachability problems for classical examples of Cellular Automata like the Firing Squad Synchronization Problem.
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页码:745 / 754
页数:10
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