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By 'deterministic Hidden Markov Models', I mean HMMs in which all state transition probabilities and output probabilities = 1 or 0.

Have models subject to this restriction received any significant study, and are there any useful results relating to them?

This is an area I know very little about, so it is quite possible that the models I am describing correspond to something which commonly goes by a different name.

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