CFinite Sequences¶
Cfinite infinite sequences satisfy homogenous linear recurrences with constant coefficients:
CFiniteSequences are completely defined by their ordinary generating function (o.g.f., which
is always a fraction
of
polynomials
over \(\mathbb{Z}\) or \(\mathbb{Q}\) ).
EXAMPLES:
sage: fibo = CFiniteSequence(x/(1xx^2)) # the Fibonacci sequence
sage: fibo
Cfinite sequence, generated by x/(x^2  x + 1)
sage: fibo.parent()
The ring of CFinite sequences in x over Rational Field
sage: fibo.parent().category()
Category of commutative rings
sage: C.<x> = CFiniteSequences(QQ);
sage: fibo.parent() == C
True
sage: C
The ring of CFinite sequences in x over Rational Field
sage: C(x/(1xx^2))
Cfinite sequence, generated by x/(x^2  x + 1)
sage: C(x/(1xx^2)) == fibo
True
sage: var('y')
y
sage: CFiniteSequence(y/(1yy^2))
Cfinite sequence, generated by y/(y^2  y + 1)
sage: CFiniteSequence(y/(1yy^2)) == fibo
False
Finite subsets of the sequence are accessible via python slices:
sage: fibo[137] #the 137th term of the Fibonacci sequence
19134702400093278081449423917
sage: fibo[137] == fibonacci(137)
True
sage: fibo[0:12]
[0, 1, 1, 2, 3, 5, 8, 13, 21, 34, 55, 89]
sage: fibo[14:4:2]
[377, 144, 55, 21, 8]
They can be created also from the coefficients and start values of a recurrence:
sage: r = C.from_recurrence([1,1],[0,1])
sage: r == fibo
True
Given enough values, the o.g.f. of a Cfinite sequence can be guessed:
sage: r = C.guess([0,1,1,2,3,5,8])
sage: r == fibo
True
See also
AUTHORS:
 Ralf Stephan (2014): initial version
REFERENCES:
[GK82]  Daniel H. Greene and Donald E. (1982), “2.1.1 Constant coefficients  A) Homogeneous equations”, Mathematics for the Analysis of Algorithms (2nd ed.), Birkhauser, p. 17. 
[KP11]  Manuel Kauers and Peter Paule. The Concrete Tetrahedron. SpringerVerlag, 2011. 
[SZ94]  Bruno Salvy and Paul Zimmermann.  Gfun: a Maple package for the manipulation of generating and holonomic functions in one variable.  Acm transactions on mathematical software, 20.2:163177, 1994. 
[Z11]  Doron Zeilberger. “The Cfinite ansatz.” The Ramanujan Journal (2011): 110. 

class
sage.rings.cfinite_sequence.
CFiniteSequence
(parent, ogf)¶ Bases:
sage.structure.element.FieldElement
Create a Cfinite sequence given its ordinary generating function.
INPUT:
ogf
– a rational function, the ordinary generating function (can be a an element from the symbolic ring, fraction field or polynomial ring)
OUTPUT:
 A CFiniteSequence object
EXAMPLES:
sage: CFiniteSequence((2x)/(1xx^2)) # the Lucas sequence Cfinite sequence, generated by (x + 2)/(x^2  x + 1) sage: CFiniteSequence(x/(1x)^3) # triangular numbers Cfinite sequence, generated by x/(x^3 + 3*x^2  3*x + 1)
Polynomials are interpreted as finite sequences, or recurrences of degree 0:
sage: CFiniteSequence(x^24*x^5) Finite sequence [1, 0, 0, 4], offset = 2 sage: CFiniteSequence(1) Finite sequence [1], offset = 0
This implementation allows any polynomial fraction as o.g.f. by interpreting any power of \(x\) dividing the o.g.f. numerator or denominator as a right or left shift of the sequence offset:
sage: CFiniteSequence(x^2+3/x) Finite sequence [3, 0, 0, 1], offset = 1 sage: CFiniteSequence(1/x+4/x^3) Finite sequence [4, 0, 1], offset = 3 sage: P = LaurentPolynomialRing(QQ.fraction_field(), 'X') sage: X=P.gen() sage: CFiniteSequence(1/(1X)) Cfinite sequence, generated by 1/(X + 1)
The o.g.f. is always normalized to get a denominator constant coefficient of \(+1\):
sage: CFiniteSequence(1/(x2)) Cfinite sequence, generated by 1/2/(1/2*x + 1)
The given
ogf
is used to create an appropriate parent: it can be a symbolic expression, a polynomial , or a fraction field element as long as it can be coerced into a proper fraction field over the rationals:sage: var('x') x sage: f1 = CFiniteSequence((2x)/(1xx^2)) sage: P.<x> = QQ[] sage: f2 = CFiniteSequence((2x)/(1xx^2)) sage: f1 == f2 True sage: f1.parent() The ring of CFinite sequences in x over Rational Field sage: f1.ogf().parent() Fraction Field of Univariate Polynomial Ring in x over Rational Field sage: CFiniteSequence(log(x)) Traceback (most recent call last): ... TypeError: unable to convert log(x) to a rational

closed_form
(n='n')¶ Return a symbolic expression in
n
, which equals the nth term of the sequence.It is a wellknown property of Cfinite sequences
a_n
that they have a closed form of the type:\[a_n = \sum_{i=1}^d c_i(n) \cdot r_i^n,\]where
r_i
are the roots of the characteristic equation andc_i(n)
is a polynomial (whose degree equals the multiplicity ofr_i
minus one). This is a natural generalization of Binet’s formula for Fibonacci numbers. See, for instance, [KP, Theorem 4.1].Note that if the o.g.f. has a polynomial part, that is, if the numerator degree is not strictly less than the denominator degree, then this closed form holds only when
n
exceeds the degree of that polynomial part. In that case, the returned expression will differ from the sequence for smalln
.EXAMPLES:
sage: CFiniteSequence(1/(1x)).closed_form() 1 sage: CFiniteSequence(x^2/(1x)).closed_form() 1 sage: CFiniteSequence(1/(1x^2)).closed_form() 1/2*(1)^n + 1/2 sage: CFiniteSequence(1/(1+x^3)).closed_form() 1/3*(1)^n + 1/3*(1/2*I*sqrt(3) + 1/2)^n + 1/3*(1/2*I*sqrt(3) + 1/2)^n sage: CFiniteSequence(1/(1x)/(12*x)/(13*x)).closed_form() 9/2*3^n  4*2^n + 1/2
Binet’s formula for the Fibonacci numbers:
sage: CFiniteSequence(x/(1xx^2)).closed_form() sqrt(1/5)*(1/2*sqrt(5) + 1/2)^n  sqrt(1/5)*(1/2*sqrt(5) + 1/2)^n sage: [_.subs(n=k).full_simplify() for k in range(6)] [0, 1, 1, 2, 3, 5] sage: CFiniteSequence((4*x+3)/(12*x5*x^2)).closed_form() 1/2*(sqrt(6) + 1)^n*(7*sqrt(1/6) + 3)  1/2*(sqrt(6) + 1)^n*(7*sqrt(1/6)  3)
Examples with multiple roots:
sage: CFiniteSequence(x*(x^2+4*x+1)/(1x)^5).closed_form() 1/4*n^4 + 1/2*n^3 + 1/4*n^2 sage: CFiniteSequence((1+2*xx^2)/(1x)^4/(1+x)^2).closed_form() 1/12*n^3  1/8*(1)^n*(n + 1) + 3/4*n^2 + 43/24*n + 9/8 sage: CFiniteSequence(1/(1x)^3/(12*x)^4).closed_form() 4/3*(n^3  3*n^2 + 20*n  36)*2^n + 1/2*n^2 + 19/2*n + 49 sage: CFiniteSequence((x/(1xx^2))^2).closed_form() 1/5*(n  sqrt(1/5))*(1/2*sqrt(5) + 1/2)^n + 1/5*(n + sqrt(1/5))*(1/2*sqrt(5) + 1/2)^n

coefficients
()¶ Return the coefficients of the recurrence representation of the Cfinite sequence.
OUTPUT:
 A list of values
EXAMPLES:
sage: C.<x> = CFiniteSequences(QQ) sage: lucas = C((2x)/(1xx^2)) # the Lucas sequence sage: lucas.coefficients() [1, 1]

denominator
()¶ Return the numerator of the o.g.f of
self
.EXAMPLES:
sage: f = CFiniteSequence((2x)/(1xx^2)); f Cfinite sequence, generated by (x + 2)/(x^2  x + 1) sage: f.denominator() x^2  x + 1

numerator
()¶ Return the numerator of the o.g.f of
self
.EXAMPLES:
sage: f = CFiniteSequence((2x)/(1xx^2)); f Cfinite sequence, generated by (x + 2)/(x^2  x + 1) sage: f.numerator() x + 2

ogf
()¶ Return the ordinary generating function associated with the CFiniteSequence.
This is always a fraction of polynomials in the base ring.
EXAMPLES:
sage: C.<x> = CFiniteSequences(QQ) sage: r = C.from_recurrence([2],[1]) sage: r.ogf() 1/(2*x + 1) sage: C(0).ogf() 0

recurrence_repr
()¶ Return a string with the recurrence representation of the Cfinite sequence.
OUTPUT:
 A string
EXAMPLES:
sage: C.<x> = CFiniteSequences(QQ) sage: C((2x)/(1xx^2)).recurrence_repr() 'Homogenous linear recurrence with constant coefficients of degree 2: a(n+2) = a(n+1) + a(n), starting a(0...) = [2, 1]' sage: C(x/(1x)^3).recurrence_repr() 'Homogenous linear recurrence with constant coefficients of degree 3: a(n+3) = 3*a(n+2)  3*a(n+1) + a(n), starting a(1...) = [1, 3, 6]' sage: C(1).recurrence_repr() 'Finite sequence [1], offset 0' sage: r = C((2*x^3 + x^2  x + 1)/(2*x^2  3*x + 1)) sage: r.recurrence_repr() 'Homogenous linear recurrence with constant coefficients of degree 2: a(n+2) = 3*a(n+1)  2*a(n), starting a(0...) = [1, 2, 5, 9]' sage: r = CFiniteSequence(x^3/(1xx^2)) sage: r.recurrence_repr() 'Homogenous linear recurrence with constant coefficients of degree 2: a(n+2) = a(n+1) + a(n), starting a(3...) = [1, 1, 2, 3]'

series
(n)¶ Return the Laurent power series associated with the CFiniteSequence, with precision \(n\).
INPUT:
 \(n\) – a nonnegative integer
EXAMPLES:
sage: C.<x> = CFiniteSequences(QQ) sage: r = C.from_recurrence([1,2],[0,1]) sage: s = r.series(4); s x + 2*x^2 + 3*x^3 + 4*x^4 + O(x^5) sage: type(s) <type 'sage.rings.laurent_series_ring_element.LaurentSeries'>

sage.rings.cfinite_sequence.
CFiniteSequences
(base_ring, names=None, category=None)¶ Return the ring of CFinite sequences.
The ring is defined over a base ring (\(\mathbb{Z}\) or \(\mathbb{Q}\) ) and each element is represented by its ordinary generating function (ogf) which is a rational function over the base ring.
INPUT:
base_ring
– the base ring to construct the fraction field representing the CFinite sequencesnames
– (optional) the list of variables.
EXAMPLES:
sage: C.<x> = CFiniteSequences(QQ) sage: C The ring of CFinite sequences in x over Rational Field sage: C.an_element() Cfinite sequence, generated by (x + 2)/(x^2  x + 1) sage: C.category() Category of commutative rings sage: C.one() Finite sequence [1], offset = 0 sage: C.zero() Constant infinite sequence 0. sage: C(x) Finite sequence [1], offset = 1 sage: C(1/x) Finite sequence [1], offset = 1 sage: C((x + 2)/(x^2  x + 1)) Cfinite sequence, generated by (x + 2)/(x^2  x + 1)

class
sage.rings.cfinite_sequence.
CFiniteSequences_generic
(polynomial_ring, category)¶ Bases:
sage.rings.ring.CommutativeRing
,sage.structure.unique_representation.UniqueRepresentation
The class representing the ring of CFinite Sequences

Element
¶ alias of
CFiniteSequence

an_element
()¶ Return an element of CFinite Sequences.
OUTPUT:
The Lucas sequence.
EXAMPLES:
sage: C.<x> = CFiniteSequences(QQ); sage: C.an_element() Cfinite sequence, generated by (x + 2)/(x^2  x + 1)

fraction_field
()¶ Return the fraction field used to represent the elements of
self
.EXAMPLES:
sage: C.<x> = CFiniteSequences(QQ); sage: C.fraction_field() Fraction Field of Univariate Polynomial Ring in x over Rational Field

from_recurrence
(coefficients, values)¶ Create a Cfinite sequence given the coefficients \(c\) and starting values \(a\) of a homogenous linear recurrence.
\[a_{n+d} = c_0a_n + c_1a_{n+1} + \cdots + c_{d1}a_{n+d1}, \quad d\ge0.\]INPUT:
coefficients
– a list of rationalsvalues
– start values, a list of rationals
OUTPUT:
 A CFiniteSequence object
EXAMPLES:
sage: C.<x> = CFiniteSequences(QQ) sage: C.from_recurrence([1,1],[0,1]) # Fibonacci numbers Cfinite sequence, generated by x/(x^2  x + 1) sage: C.from_recurrence([1,2],[0,1]) # natural numbers Cfinite sequence, generated by x/(x^2  2*x + 1) sage: r = C.from_recurrence([1],[1]) sage: s = C.from_recurrence([1],[1,1]) sage: r == s True sage: r = C(x^3/(1xx^2)) sage: s = C.from_recurrence([1,1],[0,0,0,1,1]) sage: r == s True sage: C.from_recurrence(1,1) Traceback (most recent call last): ... ValueError: Wrong type for recurrence coefficient list.

gen
(i=0)¶ Return the ith generator of
self
.INPUT:
i
– an integer (default:0)
EXAMPLES:
sage: C.<x> = CFiniteSequences(QQ); sage: C.gen() x sage: x == C.gen() True

guess
(sequence, algorithm='sage')¶ Return the minimal CFiniteSequence that generates the sequence.
Assume the first value has index 0.
INPUT:
sequence
– list of integersalgorithm
– string ‘sage’  the default is to use Sage’s matrix kernel function
 ‘pari’  use Pari’s implementation of LLL
 ‘bm’  use Sage’s BerlekampMassey algorithm
OUTPUT:
 a CFiniteSequence, or 0 if none could be found
With the default kernel method, trailing zeroes are chopped off before a guessing attempt. This may reduce the data below the accepted length of six values.
EXAMPLES:
sage: C.<x> = CFiniteSequences(QQ) sage: C.guess([1,2,4,8,16,32]) Cfinite sequence, generated by 1/(2*x + 1) sage: r = C.guess([1,2,3,4,5]) Traceback (most recent call last): ... ValueError: Sequence too short for guessing.
With BerlekampMassey, if an odd number of values is given, the last one is dropped. So with an odd number of values the result may not generate the last value:
sage: r = C.guess([1,2,4,8,9], algorithm='bm'); r Cfinite sequence, generated by 1/(2*x + 1) sage: r[0:5] [1, 2, 4, 8, 16]

ngens
()¶ Return the number of generators of
self
EXAMPLES:
sage: from sage.rings.cfinite_sequence import CFiniteSequences sage: C.<x> = CFiniteSequences(QQ); sage: C.ngens() 1

polynomial_ring
()¶ Return the polynomial ring used to represent the elements of
self
.EXAMPLES:
sage: C.<x> = CFiniteSequences(QQ); sage: C.polynomial_ring() Univariate Polynomial Ring in x over Rational Field
