Article View: comp.theory
Article #1687Re: Automata & Chomsky Hierarchy
From: Dan Gordon
Date: Tue, 22 Dec 1992 17:27
Date: Tue, 22 Dec 1992 17:27
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In article <1992Dec15.162545.25338@news.unige.ch>, swann@divsun.unige.ch (SWANN Philip) says: > >In Casti's book "Alternative Realities" there's a conjecture >that Wolfram's classification of Cellular Automata into classes >can be mapped into Chomsky's Hierarchy of Formal Languages. He >cites Wolfram on this. Is there any recent work on the subject? Cellular automata, in the unrestricted sense, have long ago been proved to be computation universal, i.e., they can simulate any Turing machine - see A.R. Smith III, "Simple computation-universal cellular spaces, JACM 18(1971), 339-353. This means, of course, that they can also simulate any of the following: finite automata, pushdown automata, and linear-bounded automata. So cellular automata can be "mapped" to the Chomsky hierarchy (if this is the intended meaning of "mapping into the Chomsky hierarchy"). Wolfram, in "Statistical mechanics of cellular automata," Rev. Modern Physics 55(1983),601-644, studies so-called _totalistic_ cellular automata. In these automata, each state is considered as a non-negative integer, and the state transition function depends only on the sum of the states of a cell's neighborhood (the sum includes the cell's own state). Wolfram conjectured that these automata are also computation-universal. This conjecture about totalistic cellular automata was proved true in: D. Gordon, "On the computational power of totalistic cellular automata," Math. Systems Theory 20(1987), 43-52. It is shown there that totalistic cellular automata can simulate an arbitrary Turing machine in linear time - actually, twice real time. Needless to say, I was somewhat surprised to learn from the above posting that this problem is still regarded by some as a conjecture.
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Path: arc1-ca.pugleaf.net!sparky!uunet!usc!rpi!ghost.dsi.unimi.it!univ-lyon1.fr!frmop11!barilvm!technion!haifauvm!rsma410 Organization: University of Haifa. Date: Tuesday, 22 Dec 1992 18:27:47 IST From: Dan Gordon <RSMA410@HAIFAUVM.BITNET> Message-ID: <92357.182747RSMA410@HAIFAUVM.BITNET> Newsgroups: comp.theory Subject: Re: Automata & Chomsky Hierarchy References: <1992Dec15.162545.25338@news.unige.ch> Lines: 33