Article View: comp.theory
Article #1884Probabilistic Turing Machines
From: Nick Maclaren
Date: Tue, 05 Jan 1993 19:19
Date: Tue, 05 Jan 1993 19:19
34 lines
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1833 bytes
Consider standard deterministic Turing machines with a fixed, finite program and an arbitrary input tape (i.e. the input is deemed separate from the program. Consider probabilistic versions with the program extended to allow the generation of a true random bit. Clearly the second model is strictly more powerful than the first, but I am interested (for now) only in deterministic problems - that is ones where the output and termination (if any) depend solely on the input tape. 1) Is it known whether there are any deterministic problems that can be solved by probabilistic Turing machines but not by deterministic ones? 2) Is it known that there are no such algorithms? 3) Assuming (2), are there any deterministic problems that have a lower complexity for probabilistic Turing machines than deterministic ones? 4) Is is known that there are no such problems? Does anyone know of any good results/references on these questions? Please note that I am NOT working in the automata area, but am interested because they affect the theoretical justification for pseudorandom numbers. I know that there are zillions of probabilistic algorithms, many of which predate Turing, but that isn't much help! Nick Maclaren University of Cambridge Computer Laboratory, New Museums Site, Pembroke Street, Cambridge CB2 3QG, England. Email: nmm1@cus.cam.ac.uk Tel.: +44 223 334761 Fax: +44 223 334679
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Path: arc1-ca.pugleaf.net!sparky!uunet!pipex!bnr.co.uk!uknet!pavo.csi.cam.ac.uk!nmm1 From: nmm1@cus.cam.ac.uk (Nick Maclaren) Newsgroups: comp.theory Subject: Probabilistic Turing Machines Message-ID: <1993Jan5.191925.27528@infodev.cam.ac.uk> Date: 5 Jan 93 19:19:25 GMT Sender: news@infodev.cam.ac.uk (USENET news) Organization: U of Cambridge, England Lines: 34 Nntp-Posting-Host: bootes.cus.cam.ac.uk