.
Free monoid
In abstract algebra, the free monoid on a set is the monoid whose elements are all the finite sequences (or strings) of zero or more elements from that set, with string concatenation as the monoid operation and with the unique sequence of zero elements, often called the empty string and denoted by ε or λ, as the identity element. The free monoid on a set A is usually denoted A∗. The free semigroup on A is the subsemigroup of A∗ containing all elements except the empty string. It is usually denoted A+.[1][2]
More generally, an abstract monoid (or semigroup) S is described as free if it is isomorphic to the free monoid (or semigroup) on some set.[3]
As the name implies, free monoids and semigroups are those objects which satisfy the usual universal property defining free objects, in the respective categories of monoids and semigroups. It follows that every monoid (or semigroup) arises as a homomorphic image of a free monoid (or semigroup). The study of semigroups as images of free semigroups is called combinatorial semigroup theory.
Examples
Natural numbers
The monoid (N0,+) of natural numbers (including zero) under addition is a free monoid on a singleton free generator, in this case the natural number 1. According to the formal definition, this monoid consists of all sequences like "1", "1+1", "1+1+1", "1+1+1+1", and so on, including the empty sequence. Mapping each such sequence to its evaluation result [4] and the empty sequence to zero establishes an isomorphism from the set of such sequences to N0. This isomorphism is compatible with "+", that is, for any two sequences s and t, if s is mapped (i.e. evaluated) to a number m and t to n, then their concatenation s+t is mapped to the sum m+n.
Kleene star
In formal language theory, usually a finite set (called "alphabet" there) A of "symbols" is considered, a finite sequence of symbols is called "word over A", and the free monoid A∗ is called the "Kleene star of A". Thus, the abstract study of formal languages can be thought of as the study of subsets of finitely generated free monoids. There are deep connections between the theory of semigroups and that of automata. For example, the regular languages over A are the homomorphic pre-images in A∗ of subsets of finite monoids.
For example, assuming an alphabet A = {a, b, c}, its Kleene star A∗ contains all concatenations of a, b, and c:
{ε, a, ab, ba, caa, cccbabbc, ...}.
If A is any set, the word length function on A∗ is the unique monoid homomorphism from A∗ to (N0,+) that maps each element of A to 1. A free monoid is thus a graded monoid.
][5]
Conjugate words
Example for 1st case of equidivisibility: m="UNCLE", n="ANLY", p="UN", q="CLEANLY", and s="CLE"
We define a pair of words in A∗ of the form uv and vu as conjugate: the conjugates of a word are thus its circular shifts.[6] Two words are conjugate in this sense if they are conjugate in the sense of group theory as elements of the free group generated by A.[7]
Equidivisibility
A free monoid is equidivisible: if the equation mn = pq holds, then there exists an s such that either m = ps, sn = q (example see image) or ms = p, n = sq.[8] This result is also known as Levi's lemma.[9]
A monoid is free if and only if it is graded and equidivisible.[8]
Free generators and rank
The members of a set A are called the free generators for A∗ and A+. The superscript * is then commonly understood to be the Kleene star. More generally, if S is an abstract free monoid (semigroup), then a set of elements which maps onto the set of single-letter words under an isomorphism to a semigroup A+ (monoid A∗) is called a set of free generators for S.
Each free semigroup (or monoid) S has exactly one set of free generators, the cardinality of which is called the rank of S.
Two free monoids or semigroups are isomorphic if and only if they have the same rank. In fact, every set of generators for a free semigroup or monoid S contains the free generators.[clarification needed] It follows that a free semigroup or monoid is finitely generated if and only if it has finite rank.
A submonoid N of A∗ is stable if u, v, ux, xv in N together imply x in N.[10] A submonoid of A∗ is stable if and only if it is free.[11] For example, using the set of bits { "0", "1" } as A, the set N of all bit strings containing evenly many "1"s is a stable[12] submonoid[13] of the set A∗ of all bit strings at all. While N cannot be freely generated by any set of single bits, it can be freely generated by the set of bit strings { "0", "11", "101", "1001", "10001", ... }.
Codes
A set of free generators for a free monoid P is referred to as a basis for P: a set of words C is a code if C* is a free monoid and C is a basis.[3] A set X of words in A∗ is a prefix, or has the prefix property, if it does not contain a proper (string) prefix of any of its elements. Every prefix in A+ is a code, indeed a prefix code.[3][14]
A submonoid N of A∗ is right unitary if x, xy in N implies y in N. A submonoid is generated by a prefix if and only if it is right unitary.[15]
Free hull
The intersection of free submonoids of a free monoid A∗ is again free.[16][17] If S is a subset of a free monoid A* then the intersection of all free submonoids of A* containing S is well-defined, since A* itself is free, and contains S; it is a free monoid. A basis for this intersection is the free hull of S.
The defect theorem[16][17][18] states that if X is finite and C is the free hull of X, then either X is a code and C = X, or
|C| ≤ |X| − 1 .
Morphisms
A monoid morphism f from a free monoid B∗ to a monoid M is a map such that f(xy) = f(x)⋅f(y) for words x,y and f(ε) = ι, where ε and ι denotes the identity element of B∗ and M, respectively. The morphism f is determined by its values on the letters of B and conversely any map from B to M extends to a morphism. A morphism is non-erasing[19] or continuous[20] if no letter of B maps to ι and trivial if every letter of B maps to ι.[21]
A morphism f from a free monoid B∗ to a free monoid A∗ is total if every letter of A occurs in some word in the image of f; cyclic[21] or periodic[22] if the image of f is contained in[clarification needed] w∗ for some word w of A∗. A morphism f is k-uniform if the length |f(a)| is constant and equal to k for all a in A.[23][24] A 1-uniform morphism is strictly alphabetic[20] or a coding.[25]
A morphism f from a free monoid B∗ to a free monoid A∗ is simplifiable if there is an alphabet C of cardinality less than that of B such the morphism f factors through C∗;[clarification needed] otherwise f is elementary. The morphism f is called a code if the image of the alphabet B under f is a code: every elementary morphism is a code.[26]
Test sets
For L a subset of B∗, a finite subset T of L is a test set for L if morphisms f and g on B∗ agree on L if and only if they agree on T. The Ehrenfeucht conjecture is that any subset L has a test set:[27] it has been proved[28] independently b
y Albert and Lawrence; McNaughton; and Guba. The proofs rely on Hilbert's basis theorem.[29]
Endomorphisms
An endomorphism of A∗ is a morphism from A∗ to itself.[30] The identity map I is an endomorphism of A∗, and the endomorphisms form a monoid under composition of functions.
An endomorphism f is prolongable if there is a letter a such that f(a) = as for a non-empty string s.[31]
String projection
The operation of string projection is an endomorphism. That is, given a letter a ∈ Σ and a string s ∈ Σ∗, the string projection pa(s) removes every occurrence of a from s; it is formally defined by
\( p_a(s) = \begin{cases} \varepsilon & \text{if } s=\varepsilon, \text{ the empty string} \\ p_a(t) & \text{if } s=ta \\ p_a(t)b & \text{if } s=tb \text{ and } b\ne a. \end{cases} \)
Note that string projection is well-defined even if the rank of the monoid is infinite, as the above recursive definition works for all strings of finite length. String projection is a morphism in the category of free monoids, so that
\( p_a\left(\Sigma^*\right)= \left(\Sigma-a\right)^* \)
where \( p_a\left(\Sigma^*\right) \) is understood to be the free monoid of all finite strings that don't contain the letter a. The identity morphism is \( p_\varepsilon \), as clearly \( p_\varepsilon(s)=s \) for all strings s. Of course, it commutes with the operation of string concatenation, so that \( p_a(st)=p_a(s)p_a(t) \) for all strings s and t. There are many right inverses to string projection, and thus it is a split epimorphism.
String projection is commutative, as clearly
\( p_a(p_b(s))=p_b(p_a(s)). \)
For free monoids of finite rank, this follows from the fact that free monoids of the same rank are isomorphic, as projection reduces the rank of the monoid by one.
String projection is idempotent, as
\( p_a(p_a(s))=p_a(s) \)
for all strings s. Thus, projection is an idempotent, commutative operation, and so it forms a bounded semilattice or a commutative band.
Sturmian endomorphisms
An endomorphism of the free monoid B∗ on a 2-letter alphabet B is Sturmian if it maps every Sturmian word to a Sturmian word[32][33] and locally Sturmian if it maps some Sturmian word to a Sturmian word.[34] The Sturmian endomorphisms form a submonoid of the monoid of endomorphisms of B∗.[32]
Define endomorphisms φ and ψ of B∗, where B = {0,1}, by φ(0) = 01, φ(1) = 0 and ψ(0) = 10, ψ(1) = 0. Then I, φ and ψ are Sturmian,[35] and the Sturmian endomorphisms of B∗ are precisely those endomorphisms in the submonoid of the endomorphism monoid generated by {I,φ,ψ}.[33][34][36]
A primitive substitution is Sturmian if the image of the word 10010010100101 is balanced.[33][37]
The free commutative monoidThe free commutative semigroup is the subset of the free commutative monoid which contains all multisets with elements drawn from A except the empty multiset.
Given a set A, the free commutative monoid on A is the set of all finite multisets with elements drawn from A, with the monoid operation being multiset sum and the monoid unit being the empty multiset.
For example, if A = {a, b, c}, elements of the free commutative monoid on A are of the form
- {ε, a, ab, a2b, ab3c4, ...}.
The fundamental theorem of arithmetic states that the monoid of positive integers under multiplication is a free commutative monoid on an infinite set of generators, the prime numbers.
The free commutative semigroup is the subset of the free commutative monoid which contains all multisets with elements drawn from A except the empty multiset.
Generalization
The free partially commutative monoid, or trace monoid, is a generalization that encompasses both the free and free commutative monoids as instances. This generalization finds applications in combinatorics and in the study of parallelism in computer science.
Free monoids and computing
The free monoid on a set A corresponds to lists of elements from A with concatenation as the binary operation. A monoid homomorphism from the free monoid to any other monoid (M,•) is a function f such that
f(x1…xn) = f(x1) • … • f(xn)
f() = e
where e is the identity on M. Computationally, every such homomorphism corresponds to a map operation applying f to all the elements of a list, followed by a fold operation which combines the results using the binary operator •. This computational paradigm (which can be generalised to non-associative binary operators) has inspired the MapReduce software framework.
See also
String operations
Notes
Lothaire (1997, pp. 2–3), [1]
Pytheas Fogg (2002, p. 2)
Lothaire (1997, p. 5)
Since addition of natural numbers is associative, the result doesn't depend on the order of evaluation, thus ensuring the mapping to be well-defined.
Sakarovitch (2009) p.382
Sakarovitch (2009) p.27
Pytheas Fogg (2002, p. 297)
Sakarovitch (2009) p.26
Aldo de Luca; Stefano Varricchio (1999). Finiteness and Regularity in Semigroups and Formal Languages. Springer Berlin Heidelberg. p. 2. ISBN 978-3-642-64150-3.
Berstel, Perrin & Reutenauer (2010, p. 61)
Berstel, Perrin & Reutenauer (2010, p. 62)
if u contains an even number of "1"s, and ux as well, then x must contain an even number of "1"s, too
since it is closed with respect to string concatenation
Berstel, Perrin & Reutenauer (2010, p. 58)
Lothaire (1997, p. 15)
Lothaire (1997, p. 6)
Lothaire (2011, p. 204)
Berstel, Perrin & Reutenauer (2010, p. 66)
Lothaire (1997, p. 7)
Sakarovitch (2009, p. 25)
Lothaire (1997, p. 164)
Salomaa (1981) p.77
Lothaire (2005, p. 522)
Berstel, Jean; Reutenauer, Christophe (2011). Noncommutative rational series with applications. Encyclopedia of Mathematics and Its Applications 137. Cambridge: Cambridge University Press. p. 103. ISBN 978-0-521-19022-0. Zbl 1250.68007.
Allouche & Shallit (2003, p. 9)
Salomaa (1981) p.72
Lothaire (1997, pp. 178–179)
Lothaire (2011, p. 451)
Salomaa, A. (October 1985). "The Ehrenfeucht conjecture: A proof for language theorists". Bulletin of the EATCS (27): 71–82.
Lothaire (2011, p. 450)
Allouche & Shallit (2003) p.10
Lothaire (2011, p. 83)
Pytheas Fogg (2002, p. 197)
Lothaire (2011, p. 85)
Lothaire (2011, p. 84)
Berstel, J.; Séébold, P. (1994). "A remark on morphic Sturmian words". RAIRO, Inform. Théor. Appl. 2 8 (3-4): 255–263. ISSN 0988-3754. Zbl 0883.68104.
Berstel, Jean; Séébold, Patrice (1993), "A characterization of Sturmian morphisms", in Borzyszkowski, Andrzej M.; Sokołowski, Stefan, Mathematical Foundations of Computer Science 1993. 18th International Symposium, MFCS'93 Gdańsk, Poland, August 30–September 3, 1993 Proceedings, Lecture Notes in Computer Science 711, pp. 281–290, doi:10.1007/3-540-57182-5_20, ISBN 978-3-540-57182-7, Zbl 0925.11026
References
Allouche, Jean-Paul; Shallit, Jeffrey (2003), Automatic Sequences: Theory, Applications, Generalizations, Cambridge University Press, ISBN 978-0-521-82332-6, Zbl 1086.11015
Berstel, Jean; Perrin, Dominique; Reutenauer, Christophe (2010), Codes and automata, Encyclopedia of Mathematics and its Applications 129, Cambridge: Cambridge University Press, ISBN 978-0-521-88831-8, Zbl 1187.94001
Lothaire, M. (1997), Combinatorics on words, Cambridge Mathematical Library 17, Contributors: Perrin, D.; Reutenauer, C.; Berstel, J.; Pin, J. E.; Pirillo, G.; Foata, D.; Sakarovitch, J.; Simon, I.; Schützenberger, M. P.; Choffrut, C.; Cori, R. Series editors: Lyndon, Roger; Rota, Gian-Carlo. Foreword by Roger Lyndon (2nd ed.), Cambridge University Press, doi:10.1017/CBO9780511566097, ISBN 0-521-59924-5, MR 1475463, Zbl 0874.20040
Lothaire, M. (2011), Algebraic combinatorics on words, Encyclopedia of Mathematics and Its Applications 90, With preface by Jean Berstel and Dominique Perrin (Reprint of the 2002 hardback ed.), Cambridge University Press, ISBN 978-0-521-18071-9, Zbl 1221.68183
Lothaire, M. (2005), Applied combinatorics on words, Encyclopedia of Mathematics and Its Applications 105, A collective work by Jean Berstel, Dominique Perrin, Maxime Crochemore, Eric Laporte, Mehryar Mohri, Nadia Pisanti, Marie-France Sagot, Gesine Reinert, Sophie Schbath, Michael Waterman, Philippe Jacquet, Wojciech Szpankowski, Dominique Poulalhon, Gilles Schaeffer, Roman Kolpakov, Gregory Koucherov, Jean-Paul Allouche and Valérie Berthé, Cambridge: Cambridge University Press, ISBN 0-521-84802-4, Zbl 1133.68067
Pytheas Fogg, N. (2002), Substitutions in dynamics, arithmetics and combinatorics, Lecture Notes in Mathematics 1794, Editors Berthé, Valérie; Ferenczi, Sébastien; Mauduit, Christian; Siegel, A., Berlin: Springer-Verlag, ISBN 3-540-44141-7, Zbl 1014.11015
Sakarovitch, Jacques (2009), Elements of automata theory, Translated from the French by Reuben Thomas, Cambridge: Cambridge University Press, ISBN 978-0-521-84425-3, Zbl 1188.68177
Salomaa, Arto (1981), Jewels of Formal Language Theory, Pitman Publishing, ISBN 0-273-08522-0, Zbl 0487.68064
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