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25 April 2024
 
  » arxiv » cs.OH/0304042

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On probabilistic analog automata
A. Ben-Hur ; A. Roitershtein ; H. Siegelmann ;
Date 29 Apr 2003
Subject Other ACM-class: F.1.1; F.1.2 | cs.OH
AbstractWe consider probabilistic automata on a general state space and study their computational power. The model is based on the concept of language recognition by probabilistic automata due to Rabin and models of analog computation in a noisy environment suggested by Maass and Orponen, and Maass and Sontag. Our main result is a generalization of Rabin’s reduction theorem that implies that under very mild conditions, the computational power of the automaton is limited to regular languages.
Source arXiv, cs.OH/0304042
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