Graham's number
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Graham's number is an immense number that arose as 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 every element of . Dually, a lower bound or minorant of is defined to be an element of that is less ...
on the answer of a problem in the mathematical field of
Ramsey theory Ramsey theory, named after the British mathematician and philosopher Frank P. Ramsey, is a branch of the mathematical field of combinatorics that focuses on the appearance of order in a substructure given a structure of a known size. Problems in R ...
. It is much larger than many other large numbers such as
Skewes's number In number theory, Skewes's number is the smallest natural number x for which the prime-counting function \pi(x) exceeds the logarithmic integral function \operatorname(x). It is named for the South African mathematician Stanley Skewes who first ...
and Moser's number, both of which are in turn much larger than a
googolplex A googolplex is the large number 10, or equivalently, 10 or . Written out in ordinary decimal notation, it is 1 followed by 10100 zeroes; that is, a 1 followed by a googol of zeroes. Its prime factorization is 2 ×5. History In 1920, ...
. As with these, it is so large that the
observable universe The observable universe is a Ball (mathematics), spherical region of the universe consisting of all matter that can be observation, observed from Earth; the electromagnetic radiation from these astronomical object, objects has had time to reach t ...
is far too small to contain an ordinary
digital representation Digital usually refers to something using discrete digits, often binary digits. Businesses *Digital bank, a form of financial institution *Digital Equipment Corporation (DEC) or Digital, a computer company *Digital Research (DR or DRI), a software ...
of Graham's number, assuming that each digit occupies one Planck volume, possibly the smallest measurable space. But even the number of digits in this digital representation of Graham's number would itself be a number so large that its digital representation cannot be represented in the observable universe. Nor even can the number of digits of ''that'' number—and so forth, for a number of times far exceeding the total number of Planck volumes in the observable universe. Thus, Graham's number cannot be expressed even by physical universe-scale power towers of the form a ^, even though Graham's number is indeed a power of 3. However, Graham's number can be explicitly given by
computable Computability is the ability to solve a problem by an effective procedure. It is a key topic of the field of computability theory within mathematical logic and the theory of computation within computer science. The computability of a problem is cl ...
recursive Recursion occurs when the definition of a concept or process depends on a simpler or previous version of itself. Recursion is used in a variety of disciplines ranging from linguistics to logic. The most common application of recursion is in m ...
formulas using
Knuth's up-arrow notation In mathematics, Knuth's up-arrow notation is a method of notation for very large integers, introduced by Donald Knuth in 1976. In his 1947 paper, R. L. Goodstein introduced the specific sequence of operations that are now called ''hyperoperatio ...
or equivalent, as was done by
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 ...
, the number's namesake. As there is a recursive formula to define it, it is much smaller than typical
busy beaver In theoretical computer science, the busy beaver game aims to find a terminating Computer program, program of a given size that (depending on definition) either produces the most output possible, or runs for the longest number of steps. Since an ...
numbers, the sequence of which grows faster than any computable sequence. Though too large to ever be computed in full, the sequence of digits of Graham's number can be computed explicitly via simple algorithms; the last 10 digits of Graham's number are ...2464195387. Using
Knuth's up-arrow notation In mathematics, Knuth's up-arrow notation is a method of notation for very large integers, introduced by Donald Knuth in 1976. In his 1947 paper, R. L. Goodstein introduced the specific sequence of operations that are now called ''hyperoperatio ...
, Graham's number is g_, where g_n = \begin 3\uparrow\uparrow\uparrow\uparrow3, & \text n=1 \text \\ 3\uparrow^3, & \text n \ge 2. \end Graham's number was used by Graham in conversations with
popular science Popular science (also called pop-science or popsci) is an interpretation of science intended for a general audience. While science journalism focuses on recent scientific developments, popular science is more broad ranging. It may be written ...
writer
Martin Gardner Martin Gardner (October 21, 1914May 22, 2010) was an American popular mathematics and popular science writer with interests also encompassing magic, scientific skepticism, micromagic, philosophy, religion, and literatureespecially the writin ...
as a simplified explanation of the upper bounds of the problem he was working on. In 1977, Gardner described the number in ''
Scientific American ''Scientific American'', informally abbreviated ''SciAm'' or sometimes ''SA'', is an American popular science magazine. Many scientists, including Albert Einstein and Nikola Tesla, have contributed articles to it, with more than 150 Nobel Pri ...
'', introducing it to the general public. At the time of its introduction, it was the largest specific positive integer ever to have been used in a published mathematical proof. The number was described in the 1980 ''
Guinness Book of World Records ''Guinness World Records'', known from its inception in 1955 until 1999 as ''The Guinness Book of Records'' and in previous United States editions as ''The Guinness Book of World Records'', is a British reference book published annually, listi ...
'', adding to its popular interest. Other specific integers (such as TREE(3)) known to be far larger than Graham's number have since appeared in many serious mathematical proofs, for example in connection with Harvey Friedman's various finite forms of
Kruskal's theorem In mathematics, Kruskal's tree theorem states that the set of finite tree (graph theory), trees over a well-quasi-ordering, well-quasi-ordered set of labels is itself well-quasi-ordered under homeomorphism (graph theory), homeomorphic embedding. ...
. Additionally, smaller upper bounds on the Ramsey theory problem from which Graham's number was derived have since been proven to be valid.


Context

Graham's number is connected to the following problem in
Ramsey theory Ramsey theory, named after the British mathematician and philosopher Frank P. Ramsey, is a branch of the mathematical field of combinatorics that focuses on the appearance of order in a substructure given a structure of a known size. Problems in R ...
: In 1971, Graham and Rothschild proved the Graham–Rothschild theorem on the
Ramsey theory Ramsey theory, named after the British mathematician and philosopher Frank P. Ramsey, is a branch of the mathematical field of combinatorics that focuses on the appearance of order in a substructure given a structure of a known size. Problems in R ...
of parameter words, a special case of which shows that this problem has a solution ''N*''. They bounded the value of ''N*'' by , with ''N'' being a large but explicitly defined number :N=F^7(12) = F(F(F(F(F(F(F(12))))))), where F(n) = 2\uparrow^n 3 in
Knuth's up-arrow notation In mathematics, Knuth's up-arrow notation is a method of notation for very large integers, introduced by Donald Knuth in 1976. In his 1947 paper, R. L. Goodstein introduced the specific sequence of operations that are now called ''hyperoperatio ...
; the number is between and in
Conway chained arrow notation Conway chained arrow notation, created by mathematician John Horton Conway, is a means of expressing certain extremely large numbers. It is simply a finite sequence of positive integers separated by rightward arrows, e.g. 2\to3\to4\to5\to6. As wi ...
. This was reduced in 2014 via upper bounds on the Hales–Jewett number to :N' = 2 \uparrow\uparrow 2 \uparrow\uparrow (3 + 2 \uparrow\uparrow 8), which contains three
tetration In mathematics, tetration (or hyper-4) is an operation (mathematics), operation based on iterated, or repeated, exponentiation. There is no standard mathematical notation, notation for tetration, though Knuth's up arrow notation \uparrow \upa ...
s. In 2019 this was further improved to: :N'' = (2 \uparrow\uparrow 5138) \cdot ((2 \uparrow\uparrow 5140) \uparrow\uparrow (2 \cdot 2 \uparrow\uparrow 5137)) \ll 2 \uparrow\uparrow (2 \uparrow\uparrow 5138) The lower bound of 6 was later improved to 11 by Geoffrey Exoo in 2003, and to 13 by Jerome Barkley in 2008. Thus, the best known bounds for ''N*'' are . Graham's number, ''G'', is much larger than ''N'': it is f^(4), where f(n) = 3 \uparrow^n 3. This weaker upper bound for the problem, attributed to an unpublished work of Graham, was eventually published and named by Martin Gardner in ''
Scientific American ''Scientific American'', informally abbreviated ''SciAm'' or sometimes ''SA'', is an American popular science magazine. Many scientists, including Albert Einstein and Nikola Tesla, have contributed articles to it, with more than 150 Nobel Pri ...
'' in November 1977.


Publication

The number gained a degree of popular attention when
Martin Gardner Martin Gardner (October 21, 1914May 22, 2010) was an American popular mathematics and popular science writer with interests also encompassing magic, scientific skepticism, micromagic, philosophy, religion, and literatureespecially the writin ...
described it in the "Mathematical Games" section of ''
Scientific American ''Scientific American'', informally abbreviated ''SciAm'' or sometimes ''SA'', is an American popular science magazine. Many scientists, including Albert Einstein and Nikola Tesla, have contributed articles to it, with more than 150 Nobel Pri ...
'' in November 1977, writing that Graham had recently established, in an unpublished proof, "a bound so vast that it holds the record for the largest number ever used in a serious mathematical proof." The 1980 ''
Guinness Book of World Records ''Guinness World Records'', known from its inception in 1955 until 1999 as ''The Guinness Book of Records'' and in previous United States editions as ''The Guinness Book of World Records'', is a British reference book published annually, listi ...
'' repeated Gardner's claim, adding to the popular interest in this number. According to physicist
John Baez John Carlos Baez ( ; born June 12, 1961) is an American mathematical physicist and a professor of mathematics at the University of California, Riverside (UCR) in Riverside, California. He has worked on spin foams in loop quantum gravity, ap ...
, Graham invented the quantity now known as Graham's number in conversation with Gardner. While Graham was trying to explain a result in Ramsey theory which he had derived with his collaborator Bruce Lee Rothschild, Graham found that the said quantity was easier to explain than the actual number appearing in the proof. Because the number which Graham described to Gardner is larger than the number in the paper itself, both are valid upper bounds for the solution to the problem studied by Graham and Rothschild.


Definition

Using
Knuth's up-arrow notation In mathematics, Knuth's up-arrow notation is a method of notation for very large integers, introduced by Donald Knuth in 1976. In his 1947 paper, R. L. Goodstein introduced the specific sequence of operations that are now called ''hyperoperatio ...
, Graham's number ''G'' (as defined in Gardner's ''Scientific American'' article) is \left. \begin G &=&3\underbrace3 \\ & &3\underbrace3 \\ & & \underbrace \\ & &3\underbrace3 \\ & &3\uparrow \uparrow \uparrow \uparrow3 \end \right \} \text where the number of ''arrows'' in each layer is specified by the value of the next layer below it; that is, G = g_, where g_1=3\uparrow\uparrow\uparrow\uparrow 3, g_n = 3\uparrow^3, and where a superscript on an up-arrow indicates how many arrows there are. In other words, ''G'' is calculated in 64 steps: the first step is to calculate ''g''1 with four up-arrows between 3s; the second step is to calculate ''g''2 with ''g''1 up-arrows between 3s; the third step is to calculate ''g''3 with ''g''2 up-arrows between 3s; and so on, until finally calculating ''G'' = ''g''64 with ''g''63 up-arrows between 3s. Equivalently, G = f^(4),\textf(n) = 3 \uparrow^n 3, and the superscript on ''f'' indicates an iteration of the function, e.g., f^4(n) = f(f(f(f(n)))). Expressed in terms of the family of
hyperoperation In mathematics, the hyperoperation sequence is an infinite sequence of arithmetic operations (called ''hyperoperations'' in this context) that starts with a unary operation (the successor function with ''n'' = 0). The sequence continues with th ...
s \text_0, \text_1, \text_2, \cdots, the function ''f'' is the particular sequence f(n) = \text_(3,3), which is a version of the rapidly growing
Ackermann function In computability theory, the Ackermann function, named after Wilhelm Ackermann, is one of the simplest and earliest-discovered examples of a total function, total computable function that is not Primitive recursive function, primitive recursive. ...
''A''(''n'', ''n''). (In fact, f(n) > A(n, n) for all ''n''.) The function ''f'' can also be expressed in
Conway chained arrow notation Conway chained arrow notation, created by mathematician John Horton Conway, is a means of expressing certain extremely large numbers. It is simply a finite sequence of positive integers separated by rightward arrows, e.g. 2\to3\to4\to5\to6. As wi ...
as f(n) = 3 \rightarrow 3 \rightarrow n, and this notation also provides the following bounds on ''G'': 3\rightarrow 3\rightarrow 64\rightarrow 2 < G < 3\rightarrow 3\rightarrow 65\rightarrow 2.


Magnitude

To convey the difficulty of appreciating the enormous size of Graham's number, it may be helpful to express—in terms of exponentiation alone—just the first term (''g''1) of the rapidly growing 64-term sequence. First, in terms of
tetration In mathematics, tetration (or hyper-4) is an operation (mathematics), operation based on iterated, or repeated, exponentiation. There is no standard mathematical notation, notation for tetration, though Knuth's up arrow notation \uparrow \upa ...
( \uparrow\uparrow) alone: g_1 = 3 \uparrow \uparrow \uparrow \uparrow 3 = 3 \uparrow \uparrow \uparrow (3 \uparrow \uparrow \uparrow 3) = 3 \uparrow\uparrow (3 \uparrow\uparrow (3 \uparrow\uparrow \ \dots \ (3 \uparrow\uparrow 3) \dots )) where the number of 3s in the expression on the right is 3 \uparrow \uparrow \uparrow 3 = 3 \uparrow \uparrow (3 \uparrow \uparrow 3). Now each tetration (\uparrow\uparrow) operation reduces to a power tower (\uparrow) according to the definition 3 \uparrow\uparrow X = 3 \uparrow (3 \uparrow (3 \uparrow \dots (3 \uparrow 3) \dots)) = 3^ where there are ''X'' 3s. Thus, g_1 = 3 \uparrow\uparrow (3 \uparrow\uparrow (3 \uparrow\uparrow \ \dots \ (3 \uparrow\uparrow 3) \dots )) \quad \text \quad 3 \uparrow \uparrow (3 \uparrow \uparrow 3) becomes, solely in terms of repeated "exponentiation towers", g_1 = \underbrace \left. \begin3^\end \right \} \dots \left. \begin3^\end \right \} 3}_ \left. \begin3^\end \right \} 3} and where the number of 3s in each tower, starting from the leftmost tower, is specified by the value of the next tower to the right. In other words, ''g''1 is computed by first calculating the number of towers, n = 3\uparrow (3\uparrow (3\ \dots\ \uparrow 3)) (where the number of 3s is 3\uparrow (3\uparrow 3) = 7625597484987), and then computing the ''n''th tower in the following sequence: 1st tower: 3 2nd tower: 3↑3↑3 (number of 3s is 3) = 7625597484987 3rd tower: 3↑3↑3↑3↑...↑3 (number of 3s is 7625597484987) = … ⋮ ''g''1 = ''n''th tower: 3↑3↑3↑3↑3↑3↑3↑...↑3 (number of 3s is given by the tower) where the number of 3s in each successive tower is given by the tower just before it. The result of calculating the third tower is the value of ''n'', the number of towers for ''g''1. The magnitude of this first term, ''g''1, is so large that it is practically incomprehensible, even though the above display is relatively easy to comprehend. Even ''n'', the mere ''number of towers'' in this formula for ''g''1, is far greater than the number of Planck volumes (roughly 10185 of them) into which one can imagine subdividing the
observable universe The observable universe is a Ball (mathematics), spherical region of the universe consisting of all matter that can be observation, observed from Earth; the electromagnetic radiation from these astronomical object, objects has had time to reach t ...
. And after this first term, still another 63 terms remain in the rapidly growing ''g'' sequence before Graham's number ''G'' = ''g''64 is reached. To illustrate just how fast this sequence grows, while ''g''1 is equal to 3 \uparrow \uparrow \uparrow \uparrow 3 with only four up arrows, the number of up arrows in ''g''2 is this incomprehensibly large number ''g''1.


Mod ''n''

The residue of Graham's number mod ''n'', starting with ''n'' = 1, is :0, 1, 0, 3, 2, 3, 6, 3, 0, 7, 9, 3, 1, 13, 12, 11, 7, 9, 18, 7, 6, 9, 18, 3, 12, 1, 0, 27, 10, 27, 23, 27, 9, 7, 27, 27, 36, 37, 27, 27, 27, 27, 2, 31, 27, 41, 6, 27, 6, 37, …


References


Bibliography

* ; reprinted (revised) in Gardner (2001), cited below. * * * The explicit formula for ''N'' appears on p. 290. This is not the "Graham's number" ''G'' published by Martin Gardner. * On p. 90, in stating "the best available estimate" for the solution, the explicit formula for ''N'' is repeated from the 1971 paper.


External links

*
Sbiis Saibian's article on Graham's number
*

by Geoff Exoo *




Some Ramsey results for the n-cube
prepublication mentions Graham's number * * Archived a
Ghostarchive
and th
Wayback Machine
* Archived a
Ghostarchive
and th
Wayback Machine

The last 16 million digits of Graham's number
by the
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