[ref] 64 Polynomials and Rational Functions

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# 64 Polynomials and Rational Functions

### Sections

1. Indeterminates
2. Operations for Rational Functions
3. Comparison of Rational Functions
4. Properties and Attributes of Rational Functions
5. Univariate Polynomials
6. Polynomials as Univariate Polynomials in one Indeterminate
7. Multivariate Polynomials
8. Minimal Polynomials
9. Cyclotomic Polynomials
10. Polynomial Factorization
11. Polynomials over the Rationals
12. Laurent Polynomials
13. Univariate Rational Functions
14. Polynomial Rings
15. Univariate Polynomial Rings
16. Polynomial Reduction
17. Rational Function Families
18. The Representations of Rational Functions
19. The Defining Attributes of Rational Functions
20. Creation of Rational Functions
21. Arithmetic for External Representations of Polynomials
22. Cancellation Tests for Rational Functions

Let R be a commutative ring-with-one. We call a free associative algebra A over R a polynomial ring over R. The free generators of A are called indeterminates, they are usually denoted by x1,x2,¼. The number of indeterminates is called the rank of A. The elements of A are called polynomials. Products of indeterminates are called monomials, every polynomial can be expressed as a finite sum of products of monomials with ring elements in a form like r1,0x1+r1,1x1x2+r0,1x2+¼ with ri,j Î R.

A polynomial ring of rank 1 is called an univariate polynomial ring, its elements are univariate polynomials.

Polynomial rings of smaller rank naturally embed in rings of higher rank; if S is a subring of R then a polynomial ring over S naturally embeds in a polynomial ring over R of the same rank.

Internally, indeterminates are represented by positive integers, but it is possible to give names to them to have them printed in a nicer way. Beware, however that there is not necessarily any relation between the way an indeterminate is called and the way it is printed. See section Indeterminates for details.

If R is an integral domain, the polynomial ring A over R is an integral domain as well and one can therefore form its quotient field Q. This field is called a field of rational functions. Again A embeds naturally into Q and GAP will perform this embedding implicitly. (In fact it implements the ring of rational functions over R.) To avoid problems with leading coefficients, however, R must be a unique factorization domain.

## 64.1 Indeterminates

GAP implements a polynomial ring with countably many indeterminates. These indeterminates can be referred to by positive integers. If only a number num of indeterminates is required they default to `[1..`num`]`.

It is possible to assign names to indeterminates. These names only provide a means for printing the indeterminates in a nice way, but have not necessary any relations to variable names. Indeterminates that have not been assigned a name will be printed as ```x_`nr``''.

It is possible to assign the same name to different indeterminates (though it is probably not a good idea to do so). Asking twice for an indeterminate with the name nam will produce two different indeterminates!

When asking for indeterminates with certain names, GAP usually will take the first indeterminates that are not yet named, name these accordingly and return them. Thus when asking for named indeterminates, no relation between names and indeterminate numbers can be guaranteed. The attribute `IndeterminateNumberOfLaurentPolynomial(`indet`)` will return the number of the indeterminate indet.

- `Indeterminate(` R`, [`nr`] ) O`
- `Indeterminate(` R`, [`avoid`] ) O`
- `Indeterminate(` R`,` name`[,` avoid`] ) O`
- `Indeterminate(` fam`,` nr`) O`

  returns indeterminate number nr over the ring R. If nr is not given it defaults to 1. If the number is not specified a list avoid of indeterminates may be given. The function will return an indeterminate that is guaranteed to be different from all the indeterminates in avoid. The third usage returns an indeterminate called name (also avoiding the indeterminates in avoid if given).

      gap> a:=Indeterminate(GF(3));
      x_1
      gap> x:=Indeterminate(GF(3),"x");
      x
      gap> Indeterminate(GF(3),"x")=x;
      false
      gap> y:=Indeterminate(GF(3),"y");z:=Indeterminate(GF(3),"X");
      y
      X
      gap> Indeterminate(GF(3),3);
      y
      gap> Indeterminate(GF(3),[y,z]);
      x

- `IndeterminateNumberOfUnivariateRationalFunction(` rfun`) A`

  returns the number of the indeterminate in which the univariate rational function rfun is expressed. (This also provides a way to obtain the number of a given indeterminate.)

  A constant rational function might not possess an indeterminate number. In this case `IndeterminateNumberOfUnivariateRationalFunction` will default to a value of 1. Therefore two univariate polynomials may be considered to be in the same univariate polynomial ring if their indeterminates have the same number or one if of them is constant. (see also CIUnivPols and IsLaurentPolynomialDefaultRep).

- `IndeterminateOfUnivariateRationalFunction(` rfun`) A`

  returns the indeterminate in which the univariate rational function rfun is expressed. (cf. IndeterminateNumberOfUnivariateRationalFunction.)

      gap> IndeterminateNumberOfUnivariateRationalFunction(z);
      4
      gap> IndeterminateOfUnivariateRationalFunction(z^5+z);
      X

- `IndeterminateName(` fam`,` nr`) O`
- `HasIndeterminateName(` fam`,` nr`) O`
- `SetIndeterminateName(` fam`,` nr`,` name`) O`

  `SetIndeterminateName` assigns the name name to indeterminate nr in the rational functions family fam. It issues an error if the indeterminate was already named.

  `IndeterminateName` returns the name of the nr-th indeterminate (and returns `fail` if no name has been assigned).

  `HasIndeterminateName` tests whether indeterminate nr has already been assigned a name

      gap> IndeterminateName(FamilyObj(x),3);
      "y"
      gap> HasIndeterminateName(FamilyObj(x),5);
      false
      gap> SetIndeterminateName(FamilyObj(x),10,"bla");
      gap> Indeterminate(GF(3),10);
      bla

  As a convenience there is a special method installed for `SetName` that will assign a name to an indeterminate.

      gap> a:=Indeterminate(GF(3),5);
      x_5
      gap> SetName(a,"ah");
      gap> a^5+a;
      ah+ah^5

- `CIUnivPols(` upol`,` upol`) F`

  This function (whose name stands for ``CommonIndeterminateOfUnivariatePolynomials'') takes two univariate polynomials as arguments. If both polynomials are given in the same indeterminate number indnum (in this case they are ``compatible'' as univariate polynomials) it returns indnum. In all other cases it returns `fail`. `CIUnivPols` also accepts if either polynomial is constant but formally expressed in another indeterminate, in this situation the indeterminate of the other polynomial is selected.

  ## 64.2 Operations for Rational Functions

  The rational functions form a field, therefore all arithmetic operations are applicable to rational functions.

- ``f`+` g``
- ``f`-` g``
- ``f`*` g``
- ``f`/` g``

      gap> x:=Indeterminate(Rationals,1);;y:=Indeterminate(Rationals,2);;
      gap> f:=3+x*y+x^5;;g:=5+x^2*y+x*y^2;;
      gap> a:=g/f;
      (5+x_1^2*x_2+x_1*x_2^2)/(3+x_1*x_2+x_1^5)

  Note that the quotient ``f`/`g`` of two polynomials might be represented as a rational function again. If g is known to divide f the call `Quotient(`f`,`g`)` (see Quotient) should be used instead.

- ``f`mod` g``

  For two Laurent polynomials f and g, ``f`mod` g`` is the Euclidean remainder (see EuclideanRemainder) of f modulo g.

  At the moment GAP does not contain a proper multivariate Gcd algorithm. Therefore it cannot be guaranteed that rational functions will always be represented as a quotient of coprime polynomials. In certain unfortunate situations this might lead to a degree explosion.

  All polynomials as well as all the univariate polynomials in the same indeterminate form subrings of this field. If two rational functions are known to be in the same subring, the result will be expressed as element in this subring.

  ## 64.3 Comparison of Rational Functions

- ``f`=` g``

  Two rational functions f and g are equal if the product `Numerator`(f )*`Denominator`(g ) equals `Numerator`(g )*`Denominator`(f ).

      gap> x:=Indeterminate(Rationals,"x");;y:=Indeterminate(Rationals,"y");;
      gap> f:=3+x*y+x^5;;g:=5+x^2*y+x*y^2;;
      gap> a:=g/f;
      (5+x^2*y+x*y^2)/(3+x*y+x^5)
      gap> b:=(g*f)/(f^2);
      (15+5*x*y+3*x^2*y+3*x*y^2+5*x^5+x^3*y^2+x^2*y^3+x^7*y+x^6*y^2)/(9+6*x*y+x^2*y^\
      2+6*x^5+2*x^6*y+x^10)
      gap> a=b;
      true

- ``f`<` g``

  The ordering of rational functions is defined in several steps. Monomials (products of indeterminates) are sorted first by total-degree and then lexicographically (see MonomialTotalDegreeLess). Products of monomials with ring elements (``terms'') are compared first by their monomials and then by their coefficients.

      gap> x<y;
      true
      gap> x^2*y<x*y^2;
      true
      gap> x*y<x^2*y;
      true
      gap> x^2*y < 5* y*x^2;
      true

  Polynomials are compared by comparing the largest terms in turn until they differ.

      gap> x+y<y;
      false
      gap> x<x+1;
      true

  Rational functions are compared by comparing the polynomial `Numerator`(f )*`Denominator`(g ) with the polynomial `Numerator`(g )*`Denominator`(f ). (As the ordering of monomials used by GAP is invariant under multiplication this is independent of common factors in numerator and denominator.)

      gap> f/g<g/f;
      false
      gap> f/g<(g*g)/(f*g);
      false

  For univariate polynomials this reduces to an ordering first by total degree and then lexicographically on the coefficients.

  ## 64.4 Properties and Attributes of Rational Functions

- `IsRationalFunction(` obj`) C`

  A rational function is an element of the quotient field of a polynomial ring over an UFD. It is represented as a quotient of two polynomials, its numerator (see NumeratorOfRationalFunction) and its denominator (see DenominatorOfRationalFunction)

- `NumeratorOfRationalFunction(` ratfun`) A`

  returns the nominator of the rational function ratfun.

  As no proper multivariate gcd has been implemented yet, numerators and denominators are not guaranteed to be reduced!

- `DenominatorOfRationalFunction(` ratfun`) A`

  returns the denominator of the rational function ratfun.

  As no proper multivariate gcd has been implemented yet, numerators and denominators are not guaranteed to be reduced!

      gap> x:=Indeterminate(Rationals,1);;y:=Indeterminate(Rationals,2);;
      gap> DenominatorOfRationalFunction((x*y+x^2)/y);
      y
      gap> NumeratorOfRationalFunction((x*y+x^2)/y);
      x^2+x*y

- `IsPolynomial(` ratfun`) P`

  A polynomial is a rational functions whose denominator is one. (If the coefficients family forms a field this is equivalent to the denominator being constant.)

  If the base family is not a field, it may be impossible to represent the quotient of a polynomial by a ring element as a polynomial again, but it will have to be represented as a rational function.

      gap> IsPolynomial((x*y+x^2*y^3)/y);
      true
      gap> IsPolynomial((x*y+x^2)/y);
      false

- `AsPolynomial(` poly`) A`

  If poly is a rational function that is a polynomial this attribute returns an equal rational function p such that p is equal to its numerator and the denominator of p is one.

      gap> AsPolynomial((x*y+x^2*y^3)/y);
      x+x^2*y^2

- `IsUnivariateRationalFunction(` ratfun`) P`

  A rational function is univariate if its numerator and its denominator are both polynomials in the same one indeterminate. The attribute `IndeterminateNumberOfUnivariateRationalFunction` can be used to obtain the number of this common indeterminate.

- `CoefficientsOfUnivariateRationalFunction(` rfun`) A`

  if rfun is a univariate rational function, this attribute returns a list [ncof,dcof,val] where ncof and dcof are coefficient lists of univariate polynomials n and d and a valuation val such that rfun =xval ·n /d where x is the variable with the number given by IndeterminateNumberOfUnivariateRationalFunction. Numerator and Denominator are guaranteed to be cancelled.

- `IsUnivariatePolynomial(` ratfun`) P`

  A univariate polynomial is a polynomial in only one indeterminate.

- `CoefficientsOfUnivariatePolynomial(` pol`) A`

  `CoefficientsOfUnivariatePolynomial` returns the coefficient list of the polynomial pol, sorted in ascending order.

- `IsLaurentPolynomial(` ratfun`) P`

  A Laurent polynomial is a univariate rational function whose denominator is a monomial. Therefore every univariate polynomial is a Laurent polynomial.

  The attribute `CoefficientsOfLaurentPolynomial` (see CoefficientsOfLaurentPolynomial) gives a compact representation as Laurent polynomial.

- `IsConstantRationalFunction(` ratfun`) P`

  A constant rational function is a function whose numerator and denominator are polynomials of degree 0.

  All these tests are applicable to every rational function. Depending on the internal representation of the rational function, however some of these tests (in particular, univariateness) might be expensive in some cases.

  For reasons of performance within algorithms it can be useful to use other attributes, which give a slightly more technical representation. See section The Representations of Rational Functions for details.

- `IsPrimitivePolynomial(` F`,` pol`) O`

  For a univariate polynomial pol of degree d in the indeterminate X, with coefficients in a finite field F with q elements, say, `IsPrimitivePolynomial` returns `true` if

  1. pol divides Xqd-1 - 1, and
  2. for each prime divisor p of qd - 1, pol does not divide X(qd-1)/p - 1,
  and `false` otherwise.

- `SplittingField(` f`) A`

  returns the smallest field which contains the coefficients of f and the roots of f.

  ## 64.5 Univariate Polynomials

  Some of the operations are actually defined on the larger domain of Laurent polynomials (see Laurent Polynomials). For this section you can simply ignore the word ``Laurent'' if it occurs in a description.

- `UnivariatePolynomial(` ring`,` cofs`[,` ind`] ) O`

  constructs an univariate polynomial over the ring ring in the indeterminate ind with the coefficients given by coefs.

- `UnivariatePolynomialByCoefficients(` fam`,` cofs`,` ind`) O`

  constructs an univariate polynomial over the coefficients family fam and in the indeterminate ind with the coefficients given by coefs. This function should be used in algorithms to create polynomials as it avoids overhead associated with `UnivariatePolynomial`.

- `DegreeOfLaurentPolynomial(` pol`) A`

  The degree of a univariate (Laurent) polynomial pol is the largest exponent n of a monomial xn of pol.

      gap> p:=UnivariatePolynomial(Rationals,[1,2,3,4],1);
      1+2*x+3*x^2+4*x^3
      gap> UnivariatePolynomialByCoefficients(FamilyObj(1),[9,2,3,4],73);
      9+2*x_73+3*x_73^2+4*x_73^3
      gap> CoefficientsOfUnivariatePolynomial(p);
      [ 1, 2, 3, 4 ]
      gap> DegreeOfLaurentPolynomial(p);
      3
      gap> IndeterminateNumberOfLaurentPolynomial(p);
      1
      gap> IndeterminateOfLaurentPolynomial(p);
      x

  We remark that some functions for multivariate polynomials (which will be defined in the following sections) permit a different syntax for univariate polynomials which drops the requirement to specify the indeterminate. Examples are `Value`, `Discriminant`, `Derivative`, `LeadingCoefficient` and `LeadingMonomial`:

      gap> Value(p,Z(5));
      Z(5)^2
      gap> LeadingCoefficient(p);
      4
      gap> Derivative(p);
      2+6*x+12*x^2

- `RootsOfUPol(` upol`) F`
- `RootsOfUPol(` field`,` upol`) F`
- `RootsOfUPol( "split",` upol`) F`

  This function returns a list of all roots of the univariate polynomial upol in its default domain. If field is given the roots over field are taken, if the first parameter is the string `"split"` the field is taken to be the splitting field of the polynomial.

      gap> RootsOfUPol(50-45*x-6*x^2+x^3);
      [ 10, 1, -5 ]

- `UnivariatenessTestRationalFunction(` f`) F`

  takes a rational function f and tests whether it is univariate or even a Laurent polynomial. It returns a list `[`isunivariate`,` indet`,` islaurent`,` cofs`]` where indet is the indeterminate number and cofs (if applicable) the coefficients lists. The list cofs is the `CoefficientsOfLaurentPolynomial` if islaurent is `true` and the `CoefficientsOfUnivariateRationalFunction` if islaurent is `false` and isunivariate `true`. As there is no proper multivariate gcd, it might return `fail` for isunivariate.

  The info class for univariate polynomials is `InfoPoly`.

  ## 64.6 Polynomials as Univariate Polynomials in one Indeterminate

- `DegreeIndeterminate(` pol`,` ind`) O`
- `DegreeIndeterminate(` pol`,` inum`) O`

  returns the degree of the polynomial pol in the indeterminate ind (respectively indeterminate number inum).

      gap> f:=x^5+3*x*y+9*y^7+4*y^5*x+3*y+2;
      2+3*y+3*x*y+x^5+4*x*y^5+9*y^7
      gap> DegreeIndeterminate(f,1);
      5
      gap> DegreeIndeterminate(f,y);
      7

- `PolynomialCoefficientsOfPolynomial(` pol`,` ind`) O`
- `PolynomialCoefficientsOfPolynomial(` pol`,` inum`) O`

  `PolynomialCoefficientsOfPolynomial` returns the coefficient list (whose entries are polynomials not involving the indeterminate ind) describing the polynomial pol viewed as a polynomial in ind. Instead of ind also the indeterminate number inum can be given.

      gap> PolynomialCoefficientsOfPolynomial(f,2);
      [ 2+x^5, 3+3*x, 0, 0, 0, 4*x, 0, 9 ]

- `LeadingCoefficient(` pol`) O`

  returns the leading coefficient (that is the coefficient of the leading monomial, see LeadingMonomial) of the polynomial pol.

- `LeadingMonomial(` pol`) F`

  returns the leading monomial (with respect to the ordering given by MonomialTotalDegreeLess of the polynomial pol as a list containing indeterminate numbers and exponents.

      gap> LeadingCoefficient(f,1);
      1
      gap> LeadingCoefficient(f,2);
      9
      gap> LeadingMonomial(f);
      [ 2, 7 ]
      gap> LeadingCoefficient(f);
      9

- `Derivative(` ufun`) O`
- `Derivative(` ratfun`,` ind`) O`

  returns the derivative upoly ¢ of the univariate rational function ufun by its indeterminant. The second version returns the derivative of ratfun by the indeterminate ind (respectively indeterminate number ind) when viewing ratfun as univariate in ind.

      gap> Derivative(f,2);
      3+3*x+20*x*y^4+63*y^6

- `Discriminant(` upol`) O`
- `Discriminant(` pol`,` ind`) O`

  returns the discriminant disc(upoly ) of the univariate polynomial upoly by its indeterminant. The second version returns the discriminant of pol by the indeterminate ind (respectively indeterminate number ind).

      gap> Discriminant(f,1);
      50000+300000*y+675000*y^2+675000*y^3+253125*y^4+62208*y^5+900000*y^7+4050000*y\
      ^8+6489720*y^9+3037500*y^10+1105920*y^13+6075000*y^14+18225000*y^15+13668750*y\
      ^16+1474560*y^17+19208040*y^21+27337500*y^22+262144*y^25+20503125*y^28

- `Resultant(` pol1`,` pol2`,` inum`) O`
- `Resultant(` pol1`,` pol2`,` ind`) O`

  computes the resultant of the polynomials pol1 and pol2 with respect to the indeterminate ind or indeterminate number inum. The resultant considers pol1 and pol2 as univariate in ind and returns an element of the corresponding base ring (which might be a polynomial ring).

      gap> Resultant(x^4+y,y^4+x,1);
      y+y^16
      gap> Resultant(x^4+y,y^4+x,2);
      x+x^16

  ## 64.7 Multivariate Polynomials

- `Value(` ratfun`,` indets`,` vals`[,` one`] ) O`
- `Value(` upol`,` value`[,` one`] ) O`

  The first variant takes a rational function ratfun and specializes the indeterminates given in indets to the values given in vals, replacing the i-th indeterminate indets i by vals i. If this specialization results in a constant polynomial, an element of the coefficient ring is returned. If the specialization would specialize the denominator of ratfun to zero, an error is raised.

  A variation is the evaluation at elements of another ring R, for which a multiplication with elements of the coefficient ring of ratfun are defined. In this situation the identity element of R may be given by a further argument one which will be used for x0 for any specialized indeterminate x.

  The second version takes an univariate rational function and specializes the value of its indeterminate to val. Again, an optional argument one may be given.

      gap> Value(x*y+y+x^7,[x,y],[5,7]);
      78167

  Note that the default values for `one` can lead to different results than one would expect: For example for a matrix M, the values M+M0 and M+1 are different. As `Value` defaults to the one of the coefficient ring, when evaluating Matrices in polynomials always the correct `one` should be given!

- `OnIndeterminates(` poly`,` perm`) F`

  A permutation perm acts on the multivariate polynomial poly by permuting the indeterminates as it permutes points.

      gap> OnIndeterminates(x^7*y+x*y^4,(1,17)(2,28));
      x_17*x_28^4+x_17^7*x_28
      gap> Stabilizer(Group((1,2,3,4),(1,2)),x*y,OnIndeterminates);
      Group([ (1,2), (3,4) ])

  ## 64.8 Minimal Polynomials

- `MinimalPolynomial(` R`,` elm`[ ,` ind`] ) O`

  returns the minimal polynomial of elm over the ring R, expressed in the indeterminate number ind. If ind is not given, it defaults to 1.

  The minimal polynomial is the monic polynomial of smallest degree with coefficients in R that has value zero at elm.

      gap> MinimalPolynomial(Rationals,[[2,0],[0,2]]);
      -2+x

  ## 64.9 Cyclotomic Polynomials

- `CyclotomicPolynomial(` F`,` n`) F`

  is the n-th cyclotomic polynomial over the ring F.

      gap> CyclotomicPolynomial(Rationals,5);
      1+x+x^2+x^3+x^4

  ## 64.10 Polynomial Factorization

  At the moment GAP provides only methods to factorize univariate polynomials over finite fields (see Chapter Finite Fields) and over subfields of cyclotomic fields (see Chapter Abelian Number Fields).

- `Factors([`R`,]`upoly`[,`opt`])`

  returns a list of the irreducible factors of the univariate polynomial upoly in the polynomial ring R. (That is factors over the `CoefficientsRing` of R.)

  It is possible to pass a record opt as a third argument. This record can contain the following components:

  `onlydegs`
    is a set of positive integers. The factorization assumes that all irreducible factors have a degree in this set.

  `stopdegs`
    is a set of positive integers. The factorization will stop once a factor of degree in `stopdegs` has been found and will return the factorization found so far.

      gap> f:= CyclotomicPolynomial( GF(2), 7 );
      Z(2)^0+x_1+x_1^2+x_1^3+x_1^4+x_1^5+x_1^6
      gap> Factors( f );
      [ Z(2)^0+x_1+x_1^3, Z(2)^0+x_1^2+x_1^3 ]
      gap> Factors( PolynomialRing( GF(8) ), f );
      [ Z(2^3)+x_1, Z(2^3)^2+x_1, Z(2^3)^3+x_1, Z(2^3)^4+x_1, Z(2^3)^5+x_1,
        Z(2^3)^6+x_1 ]
      gap> f:= MinimalPolynomial( Rationals, E(4) );
      1+x^2
      gap> Factors( f );
      [ 1+x^2 ]
      gap> Factors( PolynomialRing( Rationals ), f );
      [ 1+x^2 ]
      gap> Factors( PolynomialRing( CF(4) ), f );
      [ -E(4)+x, E(4)+x ]

- `FactorsSquarefree(` pring`,` upol`,` opt`) O`

  returns a factorization of the squarefree, monic, univariate polynomial upoly in the polynomial ring pring; opt must be a (possibly empty) record of options. upol must not have zero as a root. This function is used by the factoring algorithms.

  ## 64.11 Polynomials over the Rationals

  The following functions are only available to polynomials with rations coefficients:

- `PrimitivePolynomial(` f`) F`

  takes a polynomial f with rational coefficients and computes a new polynomial with integral coefficients, obtained by multiplying with the Lcm of the denominators of the coefficients and casting out the content (the Gcd of the coefficients). The operation returns a list [newpol,coeff] with rational coeff such that ``coeff`*`newpol`=`f``.

  The following operations are used by GAP inside the factorization algorithm but might be of interest also in other contexts.

- `BombieriNorm(` pol`) F`

  computes weighted Norm [pol]_2 of pol which is a good measure for factor coeffietients (see BTW93).

- `MinimizedBombieriNorm(` f`) A`

  This function applies linear Tschirnhaus transformations (x ® x + i) to the polynomial f, trying to get the Bombieri norm of f small. It returns a list `[`new_polynomial`,` i_of_transformation`]`.

- `HenselBound(` pol`, [`minpol`,` den`] ) F`

  returns the Hensel bound of the polynomial pol. If the computation takes place over an algebraic extension, then the minimal polynomial minpol and denominator den must be given.

- `OneFactorBound(` pol`) F`

  returns the coefficient bound for a single factor of the rational polynomial pol.

  ## 64.12 Laurent Polynomials

  A univariate polynomial can be written in the form r0+r1x+¼+rnxn with ri Î R. Formally, there is no reason to start with 0, if m is an integer, we can consider objects of the form rmxm+rm+1xm+1+¼+rnxn. We call these Laurent polynomials. Laurent polynomials also can be considered as quotients of a univariate polynomial by a power of the indeterminate. The addition and multiplication of univariate polynomials extends to Laurent polynomials (though it might be impossible to interpret a Laurent polynomial as a function) and many functions for univariate polynomials extend to Laurent polynomials (or extended versions for Laurent polynomials exist).

- `LaurentPolynomialByCoefficients(` fam`,` cofs`,` val`[,` ind`] ) O`

  constructs a Laurent polynomial over the coefficients family fam and in the indeterminate ind (defaulting to 1) with the coefficients given by coefs and valuation val.

- `CoefficientsOfLaurentPolynomial(` laurent`) A`

  For a Laurent polynomial this function returns a pair `[`cof`,` val`]`, consisting of the coefficient list (in ascending order) cof and the valuation val of the Laurent polynomial laurent.

      gap> p:=LaurentPolynomialByCoefficients(FamilyObj(1),
      > [1,2,3,4,5],-2);
      x^-2+2*x^-1+3+4*x+5*x^2
      gap> NumeratorOfRationalFunction(p);DenominatorOfRationalFunction(p);
      1+2*x+3*x^2+4*x^3+5*x^4
      x^2
      gap> CoefficientsOfLaurentPolynomial(p*p);
      [ [ 1, 4, 10, 20, 35, 44, 46, 40, 25 ], -4 ]

- `IndeterminateNumberOfLaurentPolynomial(` pol`) F`

  Is a synonym for `IndeterminateNumberOfUnivariateRationalFunction` (see IndeterminateNumberOfUnivariateRationalFunction).

- `QuotRemLaurpols(` left`,` right`,` mode`) F`

  takes two Laurent polynomials left and right and computes their quotient. Depending on the integer variable mode it returns:

  1. the quotient (there might be some remainder),

  2. the remainder,

  3. a list [q,r] of quotient and remainder,

  4. the quotient if there is no remainder and `fail` otherwise.

  ## 64.13 Univariate Rational Functions

- `UnivariateRationalFunctionByCoefficients(` fam`,` ncof`,` dcof`,` val`[,` ind`] ) O`

  constructs a univariate rational function over the coefficients family fam and in the indeterminate ind (defaulting to 1) with numerator and denominator coefficients given by ncof and dcof and valuation val.

  ## 64.14 Polynomial Rings

  While polynomials depend only on the family of the coefficients, polynomial rings A are defined over a base ring R. A polynomial is an element of A if and only if all its coefficients are contained in R. Besides providing domains and an easy way to create polynomials, polynomial rings can affect the behavior of operations like factorization into irreducibles.

- `PolynomialRing(` ring`,` rank`, [`avoid`] ) O`
- `PolynomialRing(` ring`,` names`, [`avoid`] ) O`
- `PolynomialRing(` ring`,` indets`) O`

  creates a polynomial ring over ring. If a positive integer rank is given, this creates the polynomial ring in rank indeterminates (differing from the indeterminates contained in avoid if given). The second usage takes a list names of strings and returns a polynomial ring in indeterminates labelled by names. In the third use, a list of positive integers indets is given. This creates the polynomial ring in the indeterminates labelled by indets.

- `IndeterminatesOfPolynomialRing(` pring`) A`

  returns a list of the indeterminates of the polynomial ring pring

- `CoefficientsRing(` pring`) A`

  returns the ring of coefficients of the polynomial ring pring, that is the ring over which pring was defined.

      gap> r:=PolynomialRing(GF(7));
      PolynomialRing(..., [ x_1 ])
      gap>  r:=PolynomialRing(GF(7),3);
      PolynomialRing(..., [ x_1, x_2, x_3 ])
      gap> IndeterminatesOfPolynomialRing(r);
      [ x_1, x_2, x_3 ]
      gap> r2:=PolynomialRing(GF(7),[5,7,12]);
      PolynomialRing(..., [ x_5, x_7, x_12 ])
      gap> CoefficientsRing(r);
      GF(7)
      gap> r:=PolynomialRing(GF(7),3);
      PolynomialRing(..., [ x_1, x_2, x_3 ])
      gap> r2:=PolynomialRing(GF(7),3,IndeterminatesOfPolynomialRing(r));
      PolynomialRing(..., [ x_4, x_5, x_6 ])
      gap> r:=PolynomialRing(GF(7),["x","y","z","z2"]);
      PolynomialRing(..., [ x, y, z, z2 ])

  As GAP objects polynomials can exist without a polynomial ring being defined and polynomials cannot be associated to a particular polynomial ring. (For example dividing a polynomial which is in a polynomial ring over the integers by another integer will result in a polynomial over the rationals, not in a rational function over the integers.)

- `IsPolynomialRing(` pring`) C`

  is the category of polynomial rings

- `IsFiniteFieldPolynomialRing(` pring`) C`

  is the category of polynomial rings over a finite field (see Chapter Finite Fields).

- `IsAbelianNumberFieldPolynomialRing(` pring`) C`

  is the category of polynomial rings over a field of cyclotomics (see the chapters Cyclotomic Numbers and Abelian Number Fields).

- `IsRationalsPolynomialRing(` pring`) C`

  is the category of polynomial rings over the rationals (see Chapter Rational Numbers).

      gap> IsPolynomialRing(r);
      true
      gap> IsFiniteFieldPolynomialRing(r);
      true
      gap> IsRationalsPolynomialRing(r);
      false

  ## 64.15 Univariate Polynomial Rings

- `UnivariatePolynomialRing(` R`[,` nr`] ) O`
- `UnivariatePolynomialRing(` R`[,` avoid`] ) O`
- `UnivariatePolynomialRing(` R`,` name`[,` avoid`] ) O`

  returns a univariate polynomial ring in the indeterminate nr over the base ring R. if nr is not given it defaults to 1. If the number is not specified a list avoid of indeterminates may be given. The function will return a ring in an indeterminate that is guaranteed to be different from all the indeterminates in avoid. The third usage returns a ring in an indeterminate called name (also avoiding the indeterminates in avoid if given).

- `IsUnivariatePolynomialRing(` pring`) C`

  is the category of polynomial rings with one indeterminate.

      gap> r:=UnivariatePolynomialRing(Rationals,"x");
      PolynomialRing(..., [ x ])
      gap> r2:=PolynomialRing(Rationals,["q"]);
      PolynomialRing(..., [ q ])
      gap> IsUnivariatePolynomialRing(r);
      true
      gap> IsUnivariatePolynomialRing(r2);
      true

  ## 64.16 Polynomial Reduction

  The functions described in this section and their syntax might be subject to change in future releases.

- `PolynomialReduction(` poly`,` gens`,` order`) F`

  reduces the polynomial poly by the ideal generated by the polynomials in gens, using the order order of monomials. Unless gens is a Gröbner basis the result is not guaranteed to be unique.

  The operation returns a list of length two, the first entry is the remainder after the reduction. The second entry is a list of quotients corresponding to gens.

  The polynomial reduction requires an ordering on monomials. This must be a function that takes two monomials without coefficients (in the form of lists as described in The Defining Attributes of Rational Functions, for example `[3,1,4,1,5,9]`) and returns whether one is smaller than the other.

  Normally the ordering chosen should be admissible, i.e. it must be compatible with products: If a < b then ca < cb for all monomials a,b and c.

  Currently two admissible orderings are available:

- `MonomialTotalDegreeLess(` a`,` b`) F`

  implements comparison of monomial by the total degree order. This is the order GAP naturally puts on monomials. The function takes two monomials a and b in expanded form and returns whether the first is smaller than the second. (This ordering is also used by GAP internally for representing polynomials as a linear combination of monomials.)

  See section The Defining Attributes of Rational Functions for details on the expanded form of monomials.

- `MonomialRevLexicoLess(` a`,` b`) F`

  implements comparison of monomials by the position/lexicographic order. The function takes two monomials a and b in expanded form and returns whether the first is smaller than the second.

  See section The Defining Attributes of Rational Functions for details on the expanded form of monomials.

      gap> x:=X(Rationals,"x");;y:=X(Rationals,"y");;z:=X(Rationals,"z");;
      gap> bas:=[x^3*y*z,x*y^2*z,z*y*z^3+x];
      [ x^3*y*z, x*y^2*z, x+y*z^4 ]
      gap> PolynomialReduction(x^7*z*bas[1]+y^5*bas[3]+x*z,bas,
      > MonomialTotalDegreeLess);
      [ x*z, [ x^7*z, 0, y^5 ] ]

- `LeadingMonomialPosExtRep(` fam`,` ext`,` order`) F`

  This function takes an external representation ext of a polynomial in family fam and returns the position of the leading monomial in ext with respect to the monomial order implemented by the function order.

  See section The Defining Attributes of Rational Functions for details on the external representation.

  At the moment GAP does not contain any facilities to compute Gröbner bases.

  ## 64.17 Rational Function Families

  All rational functions defined over a ring lie in the same family, the rational functions family over this ring.

  In GAP therefore the family of a polynomial depends only on the family of the coefficients, all polynomials whose coefficients lie in the same family are ``compatible''.

- `RationalFunctionsFamily(` fam`) A`

  creates a family containing rational functions with coefficients in fam. This family fam must be a UFD, that is to say, there are no zero divisors, the family must have a one, be commutative and the factorisation of an elements into irreducible elements of the family must be unique (up to units and order). All elements of the `RationalFunctionsFamily` are rational functions (see IsRationalFunction).

- `IsRationalFunctionsFamily(` obj`) C`

  Is the category of a family of rational functions.

      gap> fam:=RationalFunctionsFamily(FamilyObj(1));
      NewFamily( "RationalFunctionsFamily(...)", [ 618, 620 ],
      [ 82, 85, 89, 93, 97, 100, 103, 107, 111, 618, 620 ] )

- `CoefficientsFamily(` rffam`) A`

  If rffam has been created as `RationalFunctionsFamily(`cfam`)` this attribute holds the coefficients family cfam.

  GAP does not embed the base ring in the polynomial ring. While multiplication and addition of base ring elements to rational functions return the expected results, polynomials and rational functions are not equal.

      gap> 1=Indeterminate(Rationals)^0;
      false

  ## 64.18 The Representations of Rational Functions

  GAP uses four representations of rational functions: Rational functions given by numerator and denominator, polynomials, univariate rational functions (given by coefficient lists for numerator and denominator and valuation) and Laurent polynomials (given by coefficient list and valuation).

  These representations do not necessarily reflect mathematical properties: While an object in the Laurent polynomials representation must be a Laurent polynomial it might turn out that a rational function given by numerator and denominator is actually a Laurent polynomial and the property tests in section Properties and Attributes of Rational Functions will find this out.

  Each representation is associated one or several ``defining attributes'' that give an ``external'' representation (see The Defining Attributes of Rational Functions) of the representation in the form of lists and are the defining information that tells a rational function what it is.

  GAP also implements methods to compute these attributes for rational functions in other representations, provided it would be possible to express an mathematically equal rational function in the representation associated with the attribute. (That is one can always get a numerator/denominator representation of a polynomial while an arbitrary function of course can compute a polynomial representation only if it is a polynomial.)

  Therefore these attributes can be thought of as ``conceptual'' representations that allow us -- as far as possible -- to consider an object as a rational function, a polynomial or a Laurent polynomial, regardless of the way it is represented in the computer.

  Functions thus usually do not need to care about the representation of a rational function. Depending on its (known in the context or determined) properties, they can access the attribute representing the rational function in the desired way.

  Consequentially, methods for rational functions are installed for properties and not for representations.

  When creating new rational functions however they must be created in one of the three representations. In most cases this will be the representation for which the ``conceptual'' representation in which the calculation was done is the defining attribute.

  Iterated operations (like forming the product over a list) therefore will tend to stay in the most suitable representation and the calculation of another conceptual representation (which may be comparatively expensive in certain circumstances) is not necessary.

  ## 64.19 The Defining Attributes of Rational Functions

  In general, rational functions are given in terms of monomials. They are represented by lists, using numbers (see Indeterminates) for the indeterminates.

  A monomial is a product of powers of indeterminates. A monomial is stored as a list (we call this the expanded form of the monomial) of the form `[`inum`,`exp`,`inum`,`exp`,...]` where each inum is the number of an indeterminate and exp the corresponding exponent. The list must be sorted according to the numbers of the indeterminates. Thus for example, if x, y and z are the first three indeterminates, the expanded form of the monomial x5z8=z8x5 is `[1,5,3,8]`.

  The representation of a polynomials is a list of the form `[`mon`,`coeff`,`mon`,`coeff`,...]` where mon is a monomial in expanded form (that is given as list) and coeff its coefficient. The monomials must be sorted according to the total degree/lexicographic order (implemented by the function `MonomialTotalDegreeLess`). We call this the external representation of a polynomial. (The reason for ordering is that addition of polynomials becomes linear in the number of monomials instead of quadratic; the reason for the particular ordering chose is that it is compatible with multiplication and thus gives acceptable performance for quotient calculations.)

- `IsRationalFunctionDefaultRep(` obj`) R`

  is the default representation of rational functions. A rational function in this representation is defined by the attributes `ExtRepNumeratorRatFun` and `ExtRepDenominatorRatFun` where `ExtRepNumeratorRatFun` and `ExtRepDenominatorRatFun` are both external representations of a polynomial.

- `ExtRepNumeratorRatFun(` ratfun`) A`

  returns the external representation of the numerator polynomial of the rational function ratfun. Numerator and Denominator are not guaranteed to be cancelled against each other.

- `ExtRepDenominatorRatFun(` ratfun`) A`

  returns the external representation of the denominator polynomial of the rational function ratfun. Numerator and Denominator are not guaranteed to be cancelled against each other.

- `ZeroCoefficientRatFun(` ratfun`) O`

  returns the zero of the coefficient ring. This might be needed to represent the zero polynomial for which the external representation of the numerator is the empty list.

- `IsPolynomialDefaultRep(` obj`) R`

  is the default representation of polynomials. A polynomial in this representation is defined by the components and `ExtRepNumeratorRatFun` where `ExtRepNumeratorRatFun` is the external representation of the polynomial.

- `ExtRepPolynomialRatFun(` polynomial`) A`

  returns the external representation of a polynomial. The difference to `ExtRepNumeratorRatFun` is that rational functions might know to be a polynomial but can still have a non-vanishing denominator. In this case `ExtRepPolynomialRatFun` has to call a quotient routine.

- `IsLaurentPolynomialDefaultRep(` obj`) R`

  This representation is used for Laurent polynomials and univariate polynomials. It represents a Laurent polynomial via the attributes `CoefficientsOfLaurentPolynomial` (see CoefficientsOfLaurentPolynomial) and `IndeterminateNumberOfLaurentPolynomial` (see IndeterminateNumberOfLaurentPolynomial).

  The attributes that give a representation of a a rational function as a Laurent polynomial are `CoefficientsOfLaurentPolynomial` (see CoefficientsOfLaurentPolynomial) and `IndeterminateNumberOfUnivariateRationalFunction` (see IndeterminateNumberOfUnivariateRationalFunction).

  Algorithms should use only the attributes `ExtRepNumeratorRatFun`, `ExtRepDenominatorRatFun`, `ExtRepPolynomialRatFun`, `CoefficientsOfLaurentPolynomial` and -- if the univariate function is not constant -- `IndeterminateNumberOfUnivariateRationalFunction` as the low-level interface to work with a polynomial. They should not refer to the actual representation used.

  ## 64.20 Creation of Rational Functions

  The operations `LaurentPolynomialByCoefficients` (see LaurentPolynomialByCoefficients), `PolynomialByExtRep` and `RationalFunctionByExtRep` are used to construct objects in the three basic representations for rational functions.

- `RationalFunctionByExtRep(` rfam`,` num`,` den`) F`

  constructs a rational function (in the representation `IsRationalFunctionDefaultRep`) in the rational function family rfam, the rational function itself is given by the external representations num and den for numerator and denominator. No test for validity of the arguments is performed and no cancellation takes place.

- `PolynomialByExtRep(` rfam`,` extrep`) F`

  constructs a polynomial (in the representation `IsPolynomialDefaultRep`) in the rational function family rfam, the polynomial itself is given by the external representation extrep. No test for validity of the arguments is performed.

      gap> fam:=RationalFunctionsFamily(FamilyObj(1));;
      gap> p:=PolynomialByExtRep(fam,[[1,2],1,[2,1,9,7],3]);
      x^2+3*y*x_9^7
      gap> q:=p/(p+1);
      (x^2+3*y*x_9^7)/(1+x^2+3*y*x_9^7)
      gap> ExtRepNumeratorRatFun(q);
      [ [ 1, 2 ], 1, [ 2, 1, 9, 7 ], 3 ]
      gap> ExtRepDenominatorRatFun(q);
      [ [  ], 1, [ 1, 2 ], 1, [ 2, 1, 9, 7 ], 3 ]

- `LaurentPolynomialByExtRep(` fam`,` cofs`,` val`,` ind`) F`

  creates a Laurent polynomial in the family fam with [cofs,val] as value of `CoefficientsOfLaurentPolynomial`. No coefficient shifting is performed. This is the lowest level function to create a Laurent polynomial but will rely on the coefficients being shifted properly and will not perform any tests. Unless this is guaranteed for the parameters, `LaurentPolynomialByCoefficients` (see LaurentPolynomialByCoefficients) should be used.

  ## 64.21 Arithmetic for External Representations of Polynomials

  The following operations are used internally to perform the arithmetic for polynomials in their ``external'' representation (see The Defining Attributes of Rational Functions) as lists.

- `ZippedSum(` z1`,` z2`,` czero`,` funcs`) O`

  computes the sum of two external representations of polynomials z1 and z2. czero is the appropriate coefficient zero and funcs a list [ monomial less, coefficient sum ] containing a monomial comparison and a coefficient addition function. This list can be found in the component ``fam`!.zippedSum` of the rational functions family.

- `ZippedProduct(` z1`,` z2`,` czero`,` funcs`) O`

  computes the product of two external representations of polynomials z1 and z2. czero is the appropriate coefficient zero and funcs a list `[`monomial_prod`,` monomial_less`,` coefficient_sum`,` coefficient_prod`]` containing functions to multiply and compare monomials, to add and to multiply coefficients. This list can be found in the component ``fam`!.zippedProduct` of the rational functions family.

- `QuotientPolynomialsExtRep(` fam`,` a`,` b`) F`

  Let a and b the external representations of two polynomials in the rational functions family fam. This function computes the external representation of the quotient of both polynomials, it returns `fail` if b does not divide a.

  Functions to perform arithmetic with the coefficient lists of Laurent polynomials are described in section Coefficient List Arithmetic.

  ## 64.22 Cancellation Tests for Rational Functions

  GAP does not contain a multivariate GCD algorithm. The following operations are used internally to try to keep the denominators as small as possible

- `RationalFunctionByExtRepWithCancellation(` rfam`,` num`,` den`) F`

  constructs a rational function as `RationalFunctionByExtRep` does but tries to cancel out common factors of numerator and denominator, calling `TryGcdCancelExtRepPolynomials`.

- `TryGcdCancelExtRepPolynomials(` fam`,` a`,` b`) F`

  Let f and g be two polynomials given by the ext reps a and b. This function tries to cancel common factors between a and b and returns a list [ac,bc] of cancelled numerator and denominator ext rep. As there is no proper multivariate GCD cancellation is not guaranteed to be optimal.

- `HeuristicCancelPolynomials(` fam`,` ext1`,` ext2`) O`

  is called by `TryGcdCancelExtRepPol` to perform the actual work. It will return either `fail` or a new list [num,den] of cancelled numerator and denominator. The cancellation performed is not necessarily optimal.

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  GAP 4 manual
  May 2002