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In mathematics, the Graham–Rothschild theorem is a theorem that applies
Ramsey theory Ramsey theory, named after the British mathematician and philosopher Frank P. Ramsey, is a branch of mathematics that focuses on the appearance of order in a substructure given a structure of a known size. Problems in Ramsey theory typically ask ...
to
combinatorics on words Combinatorics on words is a fairly new field of mathematics, branching from combinatorics, which focuses on the study of words and formal languages. The subject looks at letters or symbols, and the sequences they form. Combinatorics on words af ...
and combinatorial cubes. It is named after
Ronald Graham Ronald Lewis Graham (October 31, 1935July 6, 2020) was an American mathematician credited by the American Mathematical Society as "one of the principal architects of the rapid development worldwide of discrete mathematics in recent years". He ...
and Bruce Lee Rothschild, who published its proof in 1971. Through the work of Graham, Rothschild, and in 1972, it became part of the foundations of structural Ramsey theory. A special case of the Graham–Rothschild theorem motivates the definition of Graham's number, a number that was popularized by
Martin Gardner Martin Gardner (October 21, 1914May 22, 2010) was an American popular mathematics and popular science writer with interests also encompassing scientific skepticism, micromagic, philosophy, religion, and literatureespecially the writings of Lew ...
in ''
Scientific American ''Scientific American'', informally abbreviated ''SciAm'' or sometimes ''SA'', is an American popular science magazine. Many famous scientists, including Albert Einstein and Nikola Tesla, have contributed articles to it. In print since 1845, it ...
'' and listed in the '' Guinness Book of World Records'' as the largest number ever appearing in a mathematical proof.


Background

The theorem involves sets of
strings String or strings may refer to: *String (structure), a long flexible structure made from threads twisted together, which is used to tie, bind, or hang other objects Arts, entertainment, and media Films * ''Strings'' (1991 film), a Canadian anim ...
, all having the same length n, over a finite
alphabet An alphabet is a standardized set of basic written graphemes (called letters) that represent the phonemes of certain spoken languages. Not all writing systems represent language in this way; in a syllabary, each character represents a syllab ...
, together with a group acting on the alphabet. A combinatorial cube is a subset of strings determined by constraining some positions of the string to contain a fixed letter of the alphabet, and by constraining other pairs of positions to be equal to each other or to be related to each other by the group action. This determination can be specified more formally by means of a labeled
parameter word In the mathematical study of combinatorics on words, a parameter word is a string over a given alphabet having some number of wildcard characters. The set of strings matching a given parameter word is called a parameter set or combinatorial cube. P ...
, a string with
wildcard character In software, a wildcard character is a kind of placeholder represented by a single character, such as an asterisk (), which can be interpreted as a number of literal characters or an empty string. It is often used in file searches so the full na ...
s in the positions that are not constrained to contain a fixed letter and with additional labels describing which wildcard characters must be equal or related by the group action. The dimension of the combinatorial cube is the number of free choices that can be made for these wildcard characters. A combinatorial cube of dimension one is called a combinatorial line. For instance, in the game of
tic-tac-toe Tic-tac-toe (American English), noughts and crosses (Commonwealth English), or Xs and Os (Canadian or Irish English) is a paper-and-pencil game for two players who take turns marking the spaces in a three-by-three grid with ''X'' or ''O''. ...
, the nine cells of a tic-tac-toe board can be specified by strings of length two over the three-symbol alphabet (the Cartesian coordinates of the cells), and the winning lines of three cells form combinatorial lines. Horizontal lines are obtained by fixing the y-coordinate (the second position of the length-two string) and letting the x-coordinate be chosen freely, and vertical lines are obtained by fixing the x-coordinate and letting the y-coordinate be chosen freely. The two diagonal lines of the tic-tac-toe board can be specified by a parameter word with two wildcard characters that are either constrained to be equal (for the
main diagonal In linear algebra, the main diagonal (sometimes principal diagonal, primary diagonal, leading diagonal, major diagonal, or good diagonal) of a matrix A is the list of entries a_ where i = j. All off-diagonal elements are zero in a diagonal matri ...
) or constrained to be related by a group action that swaps the 1 and 3 characters (for the
antidiagonal In linear algebra, the main diagonal (sometimes principal diagonal, primary diagonal, leading diagonal, major diagonal, or good diagonal) of a matrix A is the list of entries a_ where i = j. All off-diagonal elements are zero in a diagonal matrix. ...
). The set of all combinatorial cubes of dimension d, for strings of length n over an alphabet A with group action G, is denoted ,Gtbinom. A ''subcube'' of a combinatorial cube is another combinatorial cube of smaller dimension that forms a subset of the set of strings in the larger combinatorial cube. The subcubes of a combinatorial cube can also be described by a natural composition action on parameter words, obtained by substituting the symbols of one parameter word for the wildcards of another.


Statement

With the notation above, the Graham–Rothschild theorem takes as parameters an alphabet A, group action G, finite number of colors r, and two dimensions of combinatorial cubes m and k with m > k. It states that, for every combination of A, G, r, m, and k, there exists a string length n\ge m such that, if each combinatorial cube in ,Gtbinom is assigned one of r colors, then there exists a combinatorial cube in ,Gtbinom all of whose k-dimensional subcubes are assigned the same color. An
infinitary In mathematics and logic, an operation is finitary if it has finite arity, i.e. if it has a finite number of input values. Similarly, an infinitary operation is one with an infinite number of input values. In standard mathematics, an operatio ...
version of the Graham–Rothschild theorem is also known.


Applications

The special case of the Graham–Rothschild theorem with m=1, k=0, and the trivial group action is the
Hales–Jewett theorem In mathematics, the Hales–Jewett theorem is a fundamental combinatorial result of Ramsey theory named after Alfred W. Hales and Robert I. Jewett, concerning the degree to which high-dimensional objects must necessarily exhibit some combinatorial ...
, stating that if all long-enough strings over a given alphabet are colored, then there exists a monochromatic combinatorial line. Graham's number is a bound for the Graham–Rothschild theorem with , A, =2, r=2, m=2, k=1, and a nontrivial group action. For these parameters, the set of strings of length n over a binary alphabet describes the vertices of an n-dimensional hypercube, every two of which form a combinatorial line. The set of all combinatorial lines can be described as the edges of a
complete graph In the mathematical field of graph theory, a complete graph is a simple undirected graph in which every pair of distinct vertices is connected by a unique edge. A complete digraph is a directed graph in which every pair of distinct vertices is ...
on the vertices. The theorem states that, for a high-enough dimension n, whenever this set of edges of the complete graph is assigned two colors, there exists a monochromatic combinatorial plane: a set of four hypercube vertices that belong to a common geometric plane and have all six edges assigned the same color. Graham's number is an
upper bound In mathematics, particularly in order theory, an upper bound or majorant of a subset of some preordered set is an element of that is greater than or equal to every element of . Dually, a lower bound or minorant of is defined to be an eleme ...
for this number n, calculated using repeated exponentiation; it is believed to be significantly larger than the smallest n for which the statement of the Graham–Rothschild theorem is true.


References

{{DEFAULTSORT:Graham-Rothschild theorem Ramsey theory Combinatorics on words