Semiring - Wikipedia
In abstract algebra, a semiring is an algebraic structure. Semirings are a generalization of rings, dropping the requirement that each element must have an additive inverse. At the same time, semirings are a generalization of bounded distributive lattices.
The smallest semiring that is not a ring is the two-element Boolean algebra, for instance with logical disjunction as addition. A motivating example that is neither a ring nor a lattice is the set of natural numbers
(including zero) under ordinary addition and multiplication. Semirings are abundant because a suitable multiplication operation arises as the function composition of endomorphisms over any commutative monoid.
Some authors define semirings without the requirement for there to be a or
. This makes the analogy between ring and semiring on the one hand and group and semigroup on the other hand work more smoothly. These authors often use rig for the concept defined here.[1][a] This originated as a joke, suggesting that rigs are rings without negative elements. (Akin to using rng to mean a ring without a multiplicative identity.)
The term dioid (for "double monoid") has been used to mean semirings or other structures. It was used by Kuntzmann in 1972 to denote a semiring.[2] (It is alternatively sometimes used for naturally ordered semirings[3] but the term was also used for idempotent subgroups by Baccelli et al. in 1992.[4])
A semiring is a set equipped with two binary operations
and
called addition and multiplication, such that:[5][6][7]
Further, the following axioms tie to both operations:
The symbol is usually omitted from the notation; that is,
is just written
Similarly, an order of operations is conventional, in which is applied before
. That is,
denotes
.
For the purpose of disambiguation, one may write or
to emphasize which structure the units at hand belong to.
If is an element of a semiring and
, then
-times repeated multiplication of
with itself is denoted
, and one similarly writes
for the
-times repeated addition.
Construction of new semirings
[edit]
The zero ring with underlying set is a semiring called the trivial semiring. This triviality can be characterized via
and so when speaking of nontrivial semirings,
is often silently assumed as if it were an additional axiom.
Now given any semiring, there are several ways to define new ones.
As noted, the natural numbers with its arithmetic structure form a semiring. Taking the zero and the image of the successor operation in a semiring
, i.e., the set
together with the inherited operations, is always a sub-semiring of
.
If is a commutative monoid, function composition provides the multiplication to form a semiring: The set
of endomorphisms
forms a semiring where addition is defined from pointwise addition in
. The zero morphism and the identity are the respective neutral elements. If
with
a semiring, we obtain a semiring that can be associated with the square
matrices
with coefficients in
, the matrix semiring using ordinary addition and multiplication rules of matrices. Given
and
a semiring,
is always a semiring also. It is generally non-commutative even if
was commutative.
Dorroh extensions: If is a semiring, then
with pointwise addition and multiplication given by
defines another semiring with multiplicative unit
. Very similarly, if
is any sub-semiring of
, one may also define a semiring on
, just by replacing the repeated addition in the formula by multiplication. Indeed, these constructions even work under looser conditions, as the structure
is not actually required to have a multiplicative unit.
Zerosumfree semirings are in a sense furthest away from being rings. Given a semiring, one may adjoin a new zero to the underlying set and thus obtain such a zerosumfree semiring that also lacks zero divisors. In particular, now
and the old semiring is actually not a sub-semiring. One may then go on and adjoin new elements "on top" one at a time, while always respecting the zero. These two strategies also work under looser conditions. Sometimes the notations
resp.
are used when performing these constructions.
Adjoining a new zero to the trivial semiring, in this way, results in another semiring which may be expressed in terms of the logical connectives of disjunction and conjunction: . Consequently, this is the smallest semiring that is not a ring. Explicitly, it violates the ring axioms as
for all
, i.e.
has no additive inverse. In the self-dual definition, the fault is with
. (This is not to be conflated with the ring
, whose addition functions as xor
.)
In the von Neumann model of the naturals,
,
and
. The two-element semiring may be presented in terms of the set theoretic union and intersection as
. Now this structure in fact still constitutes a semiring when
is replaced by any inhabited set whatsoever.
The ideals on a semiring , with their standard operations on subset, form a lattice-ordered, simple and zerosumfree semiring. The ideals of
are in bijection with the ideals of
. The collection of left ideals of
(and likewise the right ideals) also have much of that algebraic structure, except that then
does not function as a two-sided multiplicative identity.
If is a semiring and
is an inhabited set,
denotes the free monoid and the formal polynomials
over its words form another semiring. For small sets, the generating elements are conventionally used to denote the polynomial semiring. For example, in case of a singleton
such that
, one writes
. Zerosumfree sub-semirings of
can be used to determine sub-semirings of
.
Given a set , not necessarily just a singleton, adjoining a default element to the set underlying a semiring
one may define the semiring of partial functions from
to
.
Given a derivation on a semiring
, another the operation "
" fulfilling
can be defined as part of a new multiplication on
, resulting in another semiring.
The above is by no means an exhaustive list of systematic constructions.
Derivations on a semiring are the maps
with
and
.
For example, if is the
unit matrix and
, then the subset of
given by the matrices
with
is a semiring with derivation
.
A basic property of semirings is that is not a left or right zero divisor, and that
but also
squares to itself, i.e. these have
.
Some notable properties are inherited from the monoid structures: The monoid axioms demand unit existence, and so the set underlying a semiring cannot be empty. Also, the 2-ary predicate defined as
, here defined for the addition operation, always constitutes the right canonical preorder relation. Reflexivity
is witnessed by the identity. Further,
is always valid, and so zero is the least element with respect to this preorder. Considering it for the commutative addition in particular, the distinction of "right" may be disregarded. In the non-negative integers
, for example, this relation is anti-symmetric and strongly connected, and thus in fact a (non-strict) total order.
Below, more conditional properties are discussed.
Any field is also a semifield, which in turn is a semiring in which also multiplicative inverses exist.
Any field is also a ring, which in turn is a semiring in which also additive inverses exist. Note that a semiring omits such a requirement, i.e., it requires only a commutative monoid, not a commutative group. The extra requirement for a ring itself already implies the existence of a multiplicative zero. This contrast is also why for the theory of semirings, the multiplicative zero must be specified explicitly.
Here , the additive inverse of
, squares to
. As additive differences
always exist in a ring,
is a trivial binary relation in a ring.
Commutative semirings
[edit]
A semiring is called a commutative semiring if also the multiplication is commutative.[8] Its axioms can be stated concisely: It consists of two commutative monoids and
on one set such that
and
.
The center of a semiring is a sub-semiring and being commutative is equivalent to being its own center.
The commutative semiring of natural numbers is the initial object among its kind, meaning there is a unique structure preserving map of into any commutative semiring.
The bounded distributive lattices are partially ordered, commutative semirings fulfilling certain algebraic equations relating to distributivity and idempotence. Thus so are their duals.
Notions or order can be defined using strict, non-strict or second-order formulations. Additional properties such as commutativity simplify the axioms.
Given a strict total order (also sometimes called linear order, or pseudo-order in a constructive formulation), then by definition, the positive and negative elements fulfill resp.
. By irreflexivity of a strict order, if
is a left zero divisor, then
is false. The non-negative elements are characterized by
, which is then written
.
Generally, the strict total order can be negated to define an associated partial order. The asymmetry of the former manifests as . In fact in classical mathematics the latter is a (non-strict) total order and such that
implies
. Likewise, given any (non-strict) total order, its negation is irreflexive and transitive, and those two properties found together are sometimes called strict quasi-order. Classically this defines a strict total order – indeed strict total order and total order can there be defined in terms of one another.
Recall that "" defined above is trivial in any ring. The existence of rings that admit a non-trivial non-strict order shows that these need not necessarily coincide with "
".
Additively idempotent semirings
[edit]
A semiring in which every element is an additive idempotent, that is, for all elements
, is called an (additively) idempotent semiring.[9] Establishing
suffices. Be aware that sometimes this is just called idempotent semiring, regardless of rules for multiplication.
In such a semiring, is equivalent to
and always constitutes a partial order, here now denoted
. In particular, here
. So additively idempotent semirings are zerosumfree and, indeed, the only additively idempotent semiring that has all additive inverses is the trivial ring and so this property is specific to semiring theory. Addition and multiplication respect the ordering in the sense that
implies
, and furthermore implies
as well as
, for all
and
.
If is additively idempotent, then so are the polynomials in
.
A semiring such that there is a lattice structure on its underlying set is lattice-ordered if the sum coincides with the meet, , and the product lies beneath the join
. The lattice-ordered semiring of ideals on a semiring is not necessarily distributive with respect to the lattice structure.
More strictly than just additive idempotence, a semiring is called simple iff for all
. Then also
and
for all
. Here
then functions akin to an additively infinite element. If
is an additively idempotent semiring, then
with the inherited operations is its simple sub-semiring.
An example of an additively idempotent semiring that is not simple is the tropical semiring on
with the 2-ary maximum function, with respect to the standard order, as addition. Its simple sub-semiring is trivial.
A c-semiring is an idempotent semiring and with addition defined over arbitrary sets.
An additively idempotent semiring with idempotent multiplication, , is called additively and multiplicatively idempotent semiring, but sometimes also just idempotent semiring. The commutative, simple semirings with that property are exactly the bounded distributive lattices with unique minimal and maximal element (which then are the units). Heyting algebras are such semirings and the Boolean algebras are a special case.
Further, given two bounded distributive lattices, there are constructions resulting in commutative additively-idempotent semirings, which are more complicated than just the direct sum of structures.
In a model of the ring , one can define a non-trivial positivity predicate
and a predicate
as
that constitutes a strict total order, which fulfills properties such as
, or classically the law of trichotomy. With its standard addition and multiplication, this structure forms the strictly ordered field that is Dedekind-complete. By definition, all first-order properties proven in the theory of the reals are also provable in the decidable theory of the real closed field. For example, here
is mutually exclusive with
.
But beyond just ordered fields, the four properties listed below are also still valid in many sub-semirings of , including the rationals, the integers, as well as the non-negative parts of each of these structures. In particular, the non-negative reals, the non-negative rationals and the non-negative integers are such a semirings.
The first two properties are analogous to the property valid in the idempotent semirings: Translation and scaling respect these ordered rings, in the sense that addition and multiplication in this ring validate
In particular, and so squaring of elements preserves positivity.
Take note of two more properties that are always valid in a ring. Firstly, trivially for any
. In particular, the positive additive difference existence can be expressed as
Secondly, in the presence of a trichotomous order, the non-zero elements of the additive group are partitioned into positive and negative elements, with the inversion operation moving between them. With , all squares are proven non-negative. Consequently, non-trivial rings have a positive multiplicative unit,
Having discussed a strict order, it follows that and
, etc.
Discretely ordered semirings
[edit]
There are a few conflicting notions of discreteness in order theory. Given some strict order on a semiring, one such notion is given by being positive and covering
, i.e. there being no element
between the units,
. Now in the present context, an order shall be called discrete if this is fulfilled and, furthermore, all elements of the semiring are non-negative, so that the semiring starts out with the units.
Denote by the theory of a commutative, discretely ordered semiring also validating the above four properties relating a strict order with the algebraic structure. All of its models have the model
as its initial segment and Gödel incompleteness and Tarski undefinability already apply to
. The non-negative elements of a commutative, discretely ordered ring always validate the axioms of
. So a slightly more exotic model of the theory is given by the positive elements in the polynomial ring
, with positivity predicate for
defined in terms of the last non-zero coefficient,
, and
as above. While
proves all
-sentences that are true about
, beyond this complexity one can find simple such statements that are independent of
. For example, while
-sentences true about
are still true for the other model just defined, inspection of the polynomial
demonstrates
-independence of the
-claim that all numbers are of the form
or
("odd or even"). Showing that also
can be discretely ordered demonstrates that the
-claim
for non-zero
("no rational squared equals
") is independent. Likewise, analysis for
demonstrates independence of some statements about factorization true in
. There are
characterizations of primality that
does not validate for the number
.
In the other direction, from any model of one may construct an ordered ring, which then has elements that are negative with respect to the order, that is still discrete the sense that
covers
. To this end one defines an equivalence class of pairs from the original semiring. Roughly, the ring corresponds to the differences of elements in the old structure, generalizing the way in which the initial ring
can be defined from
. This, in effect, adds all the inverses and then the preorder is again trivial in that
.
Beyond the size of the two-element algebra, no simple semiring starts out with the units. Being discretely ordered also stands in contrast to, e.g., the standard ordering on the semiring of non-negative rationals , which is dense between the units. For another example,
can be ordered, but not discretely so.
plus mathematical induction gives a theory equivalent to first-order Peano arithmetic
. The theory is also famously not categorical, but
is of course the intended model.
proves that there are no zero divisors and it is zerosumfree and so no model of it is a ring.
The standard axiomatization of is more concise and the theory of its order is commonly treated in terms of the non-strict "
". However, just removing the potent induction principle from that axiomatization does not leave a workable algebraic theory. Indeed, even Robinson arithmetic
, which removes induction but adds back the predecessor existence postulate, does not prove the monoid axiom
.
A complete semiring is a semiring for which the additive monoid is a complete monoid, meaning that it has an infinitary sum operation for any index set
and that the following (infinitary) distributive laws must hold:[10][11][12]
Examples of a complete semiring are the power set of a monoid under union and the matrix semiring over a complete semiring.[13] For commutative, additively idempotent and simple semirings, this property is related to residuated lattices.
Continuous semirings
[edit]
A continuous semiring is similarly defined as one for which the addition monoid is a continuous monoid. That is, partially ordered with the least upper bound property, and for which addition and multiplication respect order and suprema. The semiring with usual addition, multiplication and order extended is a continuous semiring.[14]
Any continuous semiring is complete:[10] this may be taken as part of the definition.[13]
A star semiring (sometimes spelled starsemiring) is a semiring with an additional unary operator ,[9][11][15][16] satisfying
A Kleene algebra is a star semiring with idempotent addition and some additional axioms. They are important in the theory of formal languages and regular expressions.[11]
Complete star semirings
[edit]
In a complete star semiring, the star operator behaves more like the usual Kleene star: for a complete semiring we use the infinitary sum operator to give the usual definition of the Kleene star:[11]
where
Note that star semirings are not related to *-algebra, where the star operation should instead be thought of as complex conjugation.
A Conway semiring is a star semiring satisfying the sum-star and product-star equations:[9][17]
Every complete star semiring is also a Conway semiring,[18] but the converse does not hold. An example of Conway semiring that is not complete is the set of extended non-negative rational numbers with the usual addition and multiplication (this is a modification of the example with extended non-negative reals given in this section by eliminating irrational numbers).[11]
An iteration semiring is a Conway semiring satisfying the Conway group axioms,[9] associated by John Conway to groups in star-semirings.[19]
- By definition, any ring and any semifield is also a semiring.
- The non-negative elements of a commutative, discretely ordered ring form a commutative, discretely (in the sense defined above) ordered semiring. This includes the non-negative integers
.
- Also the non-negative rational numbers as well as the non-negative real numbers form commutative, ordered semirings.[20][21][22] The latter is called probability semiring.[6] Neither are rings or distributive lattices. These examples also have multiplicative inverses.
- New semirings can conditionally be constructed from existing ones, as described. The extended natural numbers
with addition and multiplication extended so that
.[21]
- The set of polynomials with natural number coefficients, denoted
forms a commutative semiring. In fact, this is the free commutative semiring on a single generator
Also polynomials with coefficients in other semirings may be defined, as discussed.
- The non-negative terminating fractions
, in a positional number system to a given base
, form a sub-semiring of the rationals. One has
if
divides
. For
, the set
is the ring of all terminating fractions to base
and is dense in
.
- The log semiring on
with addition given by
with multiplication
zero element
and unit element
[6]
Similarly, in the presence of an appropriate order with bottom element,
More using monoids,
- The construction of semirings
from a commutative monoid
has been described. As noted, give a semiring
, the
matrices form another semiring. For example, the matrices with non-negative entries,
form a matrix semiring.[20]
- Given an alphabet (finite set) Σ, the set of formal languages over
(subsets of
) is a semiring with product induced by string concatenation
and addition as the union of languages (that is, ordinary union as sets). The zero of this semiring is the empty set (empty language) and the semiring's unit is the language containing only the empty string.[11]
- Generalizing the previous example (by viewing
as the free monoid over
), take
to be any monoid; the power set
of all subsets of
forms a semiring under set-theoretic union as addition and set-wise multiplication:
[22]
- Similarly, if
is a monoid, then the set of finite multisets in
forms a semiring. That is, an element is a function
; given an element of
the function tells you how many times that element occurs in the multiset it represents. The additive unit is the constant zero function. The multiplicative unit is the function mapping
to
and all other elements of
to
The sum is given by
and the product is given by
Regarding sets and similar abstractions,
Several structures mentioned above can be equipped with a star operation.
The and
tropical semirings on the reals are often used in performance evaluation on discrete event systems. The real numbers then are the "costs" or "arrival time"; the "max" operation corresponds to having to wait for all prerequisites of an events (thus taking the maximal time) while the "min" operation corresponds to being able to choose the best, less costly choice; and + corresponds to accumulation along the same path.
The Floyd–Warshall algorithm for shortest paths can thus be reformulated as a computation over a algebra. Similarly, the Viterbi algorithm for finding the most probable state sequence corresponding to an observation sequence in a hidden Markov model can also be formulated as a computation over a
algebra on probabilities. These dynamic programming algorithms rely on the distributive property of their associated semirings to compute quantities over a large (possibly exponential) number of terms more efficiently than enumerating each of them.[28][29]
A generalization of semirings does not require the existence of a multiplicative identity, so that multiplication is a semigroup rather than a monoid. Such structures are called hemirings[30] or pre-semirings.[31] A further generalization are left-pre-semirings,[32] which additionally do not require right-distributivity (or right-pre-semirings, which do not require left-distributivity).
Yet a further generalization are near-semirings: in addition to not requiring a neutral element for product, or right-distributivity (or left-distributivity), they do not require addition to be commutative. Just as cardinal numbers form a (class) semiring, so do ordinal numbers form a near-semiring, when the standard ordinal addition and multiplication are taken into account. However, the class of ordinals can be turned into a semiring by considering the so-called natural (or Hessenberg) operations instead.
In category theory, a 2-rig is a category with functorial operations analogous to those of a rig. That the cardinal numbers form a rig can be categorified to say that the category of sets (or more generally, any topos) is a 2-rig.
- Ring of sets – Family closed under unions and relative complements
- Valuation algebra – Algebra describing information processing
- ^ For an example see the definition of rig on Proofwiki.org
- ^ a b This is a complete star semiring and thus also a Conway semiring.[11]
- ^ Głazek (2002), p. 7
- ^ Kuntzmann, J. (1972). Théorie des réseaux (graphes) (in French). Paris: Dunod. Zbl 0239.05101.
- ^ Semirings for breakfast, slide 17
- ^ Baccelli, François Louis; Olsder, Geert Jan; Quadrat, Jean-Pierre; Cohen, Guy (1992). Synchronization and linearity. An algebra for discrete event systems. Wiley Series on Probability and Mathematical Statistics. Chichester: Wiley. Zbl 0824.93003.
- ^ Berstel & Perrin (1985), p. 26
- ^ a b c d e Lothaire (2005), p. 211
- ^ Sakarovitch (2009), pp. 27–28
- ^ Lothaire (2005), p. 212
- ^ a b c d e Ésik, Zoltán (2008). "Iteration semirings". In Ito, Masami (ed.). Developments in language theory. 12th international conference, DLT 2008, Kyoto, Japan, September 16–19, 2008. Proceedings. Lecture Notes in Computer Science. Vol. 5257. Berlin: Springer-Verlag. pp. 1–20. doi:10.1007/978-3-540-85780-8_1. ISBN 978-3-540-85779-2. Zbl 1161.68598.
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- ^ a b c d e f g h i j k l m n o Droste & Kuich (2009), pp. 7–10
- ^ Kuich, Werner (1990). "ω-continuous semirings, algebraic systems and pushdown automata". In Paterson, Michael S. (ed.). Automata, Languages and Programming: 17th International Colloquium, Warwick University, England, July 16–20, 1990, Proceedings. Lecture Notes in Computer Science. Vol. 443. Springer-Verlag. pp. 103–110. ISBN 3-540-52826-1.
- ^ a b Sakarovitch (2009), p. 471
- ^ Ésik, Zoltán; Leiß, Hans (2002). "Greibach normal form in algebraically complete semirings". In Bradfield, Julian (ed.). Computer science logic. 16th international workshop, CSL 2002, 11th annual conference of the EACSL, Edinburgh, Scotland, September 22–25, 2002. Proceedings. Lecture Notes in Computer Science. Vol. 2471. Berlin: Springer-Verlag. pp. 135–150. Zbl 1020.68056.
- ^ Lehmann, Daniel J. (1977), "Algebraic structures for transitive closure" (PDF), Theoretical Computer Science, 4 (1): 59–76, doi:10.1016/0304-3975(77)90056-1
- ^ Berstel & Reutenauer (2011), p. 27
- ^ Ésik, Zoltán; Kuich, Werner (2004). "Equational axioms for a theory of automata". In Martín-Vide, Carlos (ed.). Formal languages and applications. Studies in Fuzziness and Soft Computing. Vol. 148. Berlin: Springer-Verlag. pp. 183–196. ISBN 3-540-20907-7. Zbl 1088.68117.
- ^ Droste & Kuich (2009), p. 15, Theorem 3.4
- ^ Conway, J.H. (1971). Regular algebra and finite machines. London: Chapman and Hall. ISBN 0-412-10620-5. Zbl 0231.94041.
- ^ a b c Guterman, Alexander E. (2008). "Rank and determinant functions for matrices over semirings". In Young, Nicholas; Choi, Yemon (eds.). Surveys in Contemporary Mathematics. London Mathematical Society Lecture Note Series. Vol. 347. Cambridge University Press. pp. 1–33. ISBN 978-0-521-70564-6. ISSN 0076-0552. Zbl 1181.16042.
- ^ a b c Sakarovitch (2009), p. 28.
- ^ a b c Berstel & Reutenauer (2011), p. 4
- ^ Speyer, David; Sturmfels, Bernd (2009) [2004]. "Tropical Mathematics". Math. Mag. 82 (3): 163–173. arXiv:math/0408099. doi:10.4169/193009809x468760. S2CID 119142649. Zbl 1227.14051.
- ^ Speyer, David; Sturmfels, Bernd (2009). "Tropical Mathematics". Mathematics Magazine. 82 (3): 163–173. doi:10.1080/0025570X.2009.11953615. ISSN 0025-570X. S2CID 15278805.
- ^ John C. Baez (6 Nov 2001). "quantum mechanics over a commutative rig". Newsgroup: sci.physics.research. Usenet: 9s87n0$iv5@gap.cco.caltech.edu. Retrieved November 25, 2018.
- ^ Bard, Gregory V. (2009), Algebraic Cryptanalysis, Springer, Section 4.2.1, "Combinatorial Classes", ff., pp. 30–34, ISBN 9780387887579
- ^ Schanuel S.H. (1991) Negative sets have Euler characteristic and dimension. In: Carboni A., Pedicchio M.C., Rosolini G. (eds) Category Theory. Lecture Notes in Mathematics, vol 1488. Springer, Berlin, Heidelberg
- ^ Pair (1967), p. 271.
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- ^ Golan (1999), p. 1, Ch 1
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