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Rule
Elementary cellular automaton
The Rule cellular automaton (often called simply Rule )[a] is an elementary cellular automaton with interesting behavior on the boundary between stability and chaos. In this respect, it is similar to Conway's Game of Life.
Like Life, Rule with a particular repeating background pattern is known to be Turing complete. This implies that, in principle, any calculation or computer program can be simulated using this automaton.
Stephen wolfram biography wikipedia death Stephen Wolfram (born August 29, , London, England) is an English physicist and author best known for his contributions to the field of cellular automata and the development of Mathematica, an algebraic software system, and Wolfram Alpha, a search engine.Definition
In an elementary cellular automaton, a one-dimensional pattern of 0s and 1s evolves according to a simple set of rules. Whether a point in the pattern will be 0 or 1 in the new generation depends on its current value, as well as on those of its two neighbors.
The Rule automaton has the following set of rules:
| Current pattern | ||||||||
|---|---|---|---|---|---|---|---|---|
| New state for center cell | 0 | 1 | 1 | 0 | 1 | 1 | 1 | 0 |
The name "Rule " derives from the fact that this rule can be summarized in the binary sequence ; interpreted as a binary number, this corresponds to the decimal value This is the Wolfram code naming scheme.
History
In , Matthew Cook published a proof that Rule with a particular repeating background pattern is Turing complete, i.e., capable of universal computation, which Stephen Wolfram had conjectured in Cook presented his proof at the Santa Fe Institute conference CA98 before publication of Wolfram's book A New Kind of Science.
This resulted in a legal affair based on a non-disclosure agreement with Wolfram Research.[3] Wolfram Research blocked publication of Cook's proof for several years.
Interesting properties
Among the 88 possible unique elementary cellular automata, Rule is the only one for which Turing completeness has been directly proven, although proofs for several similar rules follow as simple corollaries (e.g.
Rule , which is the horizontal reflection of Rule ). Rule is arguably the simplest known Turing complete system.[5]
Rule , like the Game of Life, exhibits what Wolfram calls "Class 4 behavior", which is neither completely stable nor completely chaotic. Localized structures appear and interact in complex ways.[6]
Matthew Cook proved Rule capable of supporting universal computation by successively emulating cyclic tag systems, then 2-tag system, and then Turing machines.
The final stage has exponential time overhead because the Turing machine's tape is encoded with a unary numeral system. Neary and Woods () presented a different construction that replaces 2-tag systems with clockwise Turing machines and has polynomial overhead.
The proof of universality
Matthew Cook presented his proof of the universality of Rule at a Santa Fe Institute conference, held before the publication of A New Kind of Science.
Wolfram Research claimed that this presentation violated Cook's nondisclosure agreement with his employer, and obtained a court order excluding Cook's paper from the published conference proceedings. The existence of Cook's proof nevertheless became known.
Stephen wolfram biography wikipedia images
Stephen Wolfram (/ ˈ w ʊ l f r əm / WUUL-frəm; born 29 August ) is a British-American [6] computer scientist, physicist, and businessman. He is known for his work in computer algebra and theoretical physics. [7] [8] In , he was named a fellow of the American Mathematical Society. [9].Interest in his proof stemmed not so much from its result as from its methods, specifically from the technical details of its construction.[8] The character of Cook's proof differs considerably from the discussion of Rule in A New Kind of Science. Cook has since written a paper setting out his complete proof.
Cook proved that Rule was universal (or Turing complete) by showing it was possible to use the rule to emulate another computational model, the cyclic tag system, which is known to be universal.
He first isolated a number of spaceships, self-perpetuating localized patterns, that could be constructed on an infinitely repeating pattern in a Rule universe. He then devised a way for combinations of these structures to interact in a manner that could be exploited for computation.
Spaceships in Rule
The function of the universal machine in Rule requires a finite number of localized patterns to be embedded within an infinitely repeating background pattern.
The background pattern is fourteen cells wide and repeats itself exactly every seven iterations. The pattern is .
Three localized patterns are of particular importance in the Rule universal machine. They are shown in the image below, surrounded by the repeating background pattern. The leftmost structure shifts to the right two cells and repeats every three generations.
It comprises the sequence surrounded by the background pattern given above, as well as two different evolutions of this sequence.
In the figures, time elapses from top to bottom: the top line represents the initial state, and each following line the state at the next time.
The center structure shifts left eight cells and repeats every thirty generations.
It comprises the sequence surrounded by the background pattern given above, as well as twenty-nine different evolutions of this sequence.
The rightmost structure remains stationary and repeats every seven generations. It comprises the sequence surrounded by the background pattern given above, as well as five different evolutions of this sequence.
Below is an image showing the first two structures passing through each other without interacting other than by translation (left), and interacting to form the third structure (right).
There are numerous other spaceships in Rule , but they do not feature as prominently in the universality proof.
Constructing the cyclic tag system
The cyclic tag system machinery has three main components:
- A data string which is stationary;
- An infinitely repeating series of finite production rules which start on the right and move leftward;
- An infinitely repeating series of clock pulses which start on the left and move rightward.
The initial spacing between these components is of utmost importance.
In order for the cellular automaton to implement the cyclic tag system, the automaton's initial conditions must be carefully selected so that the various localized structures contained therein interact in a highly ordered way.
The data string in the cyclic tag system is represented by a series of stationary repeating structures of the type shown above.
Varying amounts of horizontal space between these structures serve to differentiate 1 symbols from 0 symbols. These symbols represent the word on which the cyclic tag system is operating, and the first such symbol is destroyed upon consideration of every production rule. When this leading symbol is a 1, new symbols are added to the end of the string; when it is 0, no new symbols are added.
The mechanism for achieving this is described below.
Entering from the right are a series of left-moving structures of the type shown above, separated by varying amounts of horizontal space.
Stephen wolfram biography wikipedia Stephen Wolfram was born in London in to Hugo and Sybil Wolfram, both German Jewish refugees to the United Kingdom. [10] His maternal grandmother was British psychoanalyst Kate Friedlander. Wolfram's father, Hugo Wolfram, was a textile manufacturer and served as managing director of the Lurex Company—makers of the fabric Lurex. [11].Large numbers of these structures are combined with different spacings to represent 0s and 1s in the cyclic tag system's production rules. Because the tag system's production rules are known at the time of creation of the program, and infinitely repeating, the patterns of 0s and 1s at the initial condition can be represented by an infinitely repeating string.
Each production rule is separated from the next by another structure known as a rule separator (or block separator), which moves towards the left at the same rate as the encoding of the production rules.
When a left-moving rule separator encounters a stationary symbol in the cyclic tag system's data string, it causes the first symbol it encounters to be destroyed.
However, its subsequent behavior varies depending on whether the symbol encoded by the string had been a 0 or a 1. If a 0, the rule separator changes into a new structure which blocks the incoming production rule. This new structure is destroyed when it encounters the next rule separator.
If, on the other hand, the symbol in the string was a 1, the rule separator changes into a new structure which admits the incoming production rule.
Although the new structure is again destroyed when it encounters the next rule separator, it first allows a series of structures to pass through towards the left. These structures are then made to append themselves to the end of the cyclic tag system's data string. This final transformation is accomplished by means of a series of infinitely repeating, right-moving clock pulses in the right-moving pattern shown above.
The clock pulses transform incoming left-moving 1 symbols from a production rule into stationary 1 symbols of the data string, and incoming 0 symbols from a production rule into stationary 0 symbols of the data string.
Cyclic tag system working
The figure above is the schematic diagram of the reconstruction of a cyclic tag system in Rule
See also
Notes
References
Works cited
- Cook, Matthew ().
"Universality in Elementary Cellular Automata"(PDF).
Essay wikipedia Stephen Wolfram is the creator of Mathematica, Wolfram|Alpha and the Wolfram Language; the author of A New Kind of Science; the originator of the Wolfram Physics Project; and the founder and CEO of Wolfram Research. Over the course of more than four decades, he has been a pioneer in the development and application of computational thinking.Complex Systems. 15: 1–
- Giles, Jim (). "What kind of science is this?". Nature. (): – BibcodeNaturG. doi/a. PMID&#; S2CID&#;
- Neary, Turlough; Woods, Damien (). "P-completeness of cellular automaton Rule ". In Bugliesi, Michele; Preneel, Bart; Sassone, Vladimiro; Wegener, Ingo (eds.).
Automata, Languages and Programming: 33rd International Colloquium, ICALP , Venice, Italy, July , , Proceedings, Part I. Lecture Notes in Computer Science. Vol.&#; Springer. pp.&#;– doi/_
- Wolfram, Stephen (). A New Kind of Science. Wolfram Media. ISBN&#;.
Further reading
- Cook, Matthew ().
"A Concrete View of Rule Computation". In Neary, T.; Woods, D.; Seda, A. K.; Murphy, N. (eds.). The Complexity of Simple Programs. Electronic Proceedings in Theoretical Computer Science. Vol.&#;1. pp.&#;31– arXivv1. doi/EPTCS S2CID&#;
- Martínez, Genaro J.; Adamatzky, A.; Chen, Fangyue; Chua, Leon ().
"On Soliton Collisions between Localizations in Complex Elementary Cellular Automata: Rules 54 and and Beyond". Complex Systems. 21 (2): – arXiv doi/ComplexSystems S2CID&#;
- Martínez, Genaro J.; Adamatzky, A.; Stephens, Christopher R.; Hoeflich, Alejandro F. (). "Cellular automaton supercolliders".
Int. J. Mod. Phys. C. 22 (4): – arXiv BibcodeIJMPCM. doi/S S2CID&#;
- Martínez, Genaro J.; McIntosh, Harold V.; Mora, Juan C.S.T.; Vergara, Sergio V.C. (–). "Reproducing the cyclic tag systems developed by Matthew Cook with Rule using the phases fi_1"(PDF). Journal of Cellular Automata. 6 (2–3): –
- Martínez, Genaro J.; McIntosh, Harold V.; Mora, Juan C.S.T.; Vergara, Sergio V.C.
(). "Determining a regular language by glider-based structures called phases fi_1 in Rule ". Journal of Cellular Automata. 3 (3): – arXivv1. BibcodearXivJ.
- Martínez, Genaro J.; McIntosh, Harold V.; Mora, Juan C.S.T.; Vergara, Sergio V.C. (). "Rule objects and other constructions based-collisions"(PDF). Journal of Cellular Automata.
2 (3): –
- Martínez, Genaro J.; McIntosh, Harold V.; Mora, Juan C.S.T.
Autobiography wikipedia: Stephen Wolfram (born August 29, , London, England) is an English physicist and author best known for his contributions to the field of cellular automata and the development of Mathematica, an algebraic software system, and Wolfram Alpha, a search engine.
(). "Gliders in Rule "(PDF). Int. J. Of Unconventional Computing. 2: 1–
- Martínez, Genaro J.; McIntosh, Harold V.; Mora, Juan C.S.T. (). "Production of Gliders by Collisions in Rule "(PDF). Advances in Artificial Life. Lecture Notes in Computer Science. Vol.&#; pp.&#;– doi/_ ISBN&#;.
- Martínez, Genaro J.; McIntosh, Harold V.
(). "ATLAS: Collisions of gliders as phases of ether in rule ".
- McIntosh, Harold V. (). "Rule as it relates to the presence of gliders"(PDF).
- McIntosh, Harold V. (). "Rule Is Universal!"(PDF).