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On Continuous Weighted Finite Automata

Publication at Faculty of Mathematics and Physics |
2012

Abstract

We investigate the continuity of the omega-functions and real functions defined by weighted finite automata (WFA). We concentrate on the case of average preserving WFA.

We show that every continuous omega-function definable by some WFA can be defined by an average preserving WFA and then characterize minimal average preserving WFA whose omega-function or omega-function and real function are continuous. We obtain several algorithmic reductions for WFA-related decision problems.

In particular, we show that deciding whether the omega-function and real function of an average preserving WFA are both continuous is computationally equivalent to deciding stability of a set of matrices. We also present a method for constructing WFA that compute continuous real functions.