Does anyone know how to implement a simple XL Algorithm in sage?
I need to implement the XL algorithm in sage, which i can use to solve over-determined systems of polynomial equations (more equations than variables). Any help on how to do this?
Is this relevant:
http://doc.sagemath.org/html/en/reference/polynomial_rings/sage/rings/polynomial/multi_polynomial_sequence.html
Here, there is a line...
Using these building blocks we can implement a simple XL algorithm easily:
I have had a look at that but i don't really understand what is going on there because it doesn't seem to provide a solution, also i need to do it for a polynomial system. They define a polynomial system with the following
sr = mq.SR(1,1,1,4, gf2=True, polybori=True, order='lex')
F,s = sr.polynomial_system()
and i don't really get what kind of polynomial system has actually been implemented there :/The structure in encapsulated. To see the $36$ polynomials in
F
:There are
20
variables inF.variables()
. So there are $\binom{20}2=190$ monomials $ab$, where $a,b$ are variables, $a\ne b$.Then we build
F2 = Sequence(map(mul, cartesian_product_iterator((monomials, F))))
. The cartesian product of all monomials $ab$ and allpol
s $f$ has then $190\cdot 36$ elements, we map them viamul
getting all$ab\;f$ of this shape.The tricky
F2.coefficient_matrix(sparse=False)
isolates the corresponding matrix, tryF2.coefficient_matrix?
to see in examples how this works.From here, standard linear algebra gets the hands on it...
This example may not be related to the own problem, but then we have to know this other problem / situation.