mathsageboolean-algebra

Ways of using(assigning) variables in Sage


I need to test an n-variable Boolean Function f = f(x0,...,xn-1). I need to fix x0, then run some tests for the g1 = f(x1,...,xn-1), then fix x1 and so on. The problem is that I don't really understand how to do it with Sage.

At first, I tried to create a vector of values, that controls "fixing" of the variables


R.<x0,x1,x2,x3> = BooleanPolynomialRing()

v = [None,1,None, 0]

if v[0] != None:
    x0=v[0]
if v[1] != None:
    x1=v[1]
if v[2] != None:
    x2=v[2]
if v[3] != None:
    x3=v[3]

f = BooleanFunction(x0+x3+x0*x1+x0*x1*x2)


print(f.algebraic_normal_form())

output:x0*x2

This works fine, but it doesn't fit my task because I want to be able to automate the fixing process. I want to replace the "if"s with a loop, but in this case, I don't know how to address variables inside the loop using indexes.

I'm new to Sage so I would appreciate any advice!


Solution

  • I'm not sure what BooleanFunction is, but:

    sage: R.<x0, x1, x2, x3> = BooleanPolynomialRing()
    

    If at this point you do something like x1 = 1, then x1 is no longer a generator of this ring, so let's try to avoid that.

    sage: f = x0 + x3 + x0*x1 + x0*x1*x2  # f is in R
    sage: f.substitute({x1: 1})
    x0*x2 + x3
    

    I think what you want is a good way to carry out the substitute part of this. A helpful observation: you can convert strings to variable names:

    sage: R('x0')
    x0
    

    So:

    sage: d = {}
    sage: for i in range(len(v)): 
    ....:     if v[i] is not None: 
    ....:         d[R('x' + str(i))] = v[i] 
    ....:
    sage: d
    {x1: 1, x3: 0}
    sage: f.substitute(d)
    x0*x2
    

    The code can now be made more compact in two ways.

    Call x the list of generators and use x[i] rather than R('x' + str(i)'):

    sage: R.<x0, x1, x2, x3> = BooleanPolynomialRing()
    sage: x = R.gens()
    sage: x[0]*x[3] + x[1]*x[2]*x[3]
    x0*x3 + x1*x2*x3
    

    Use comprehension syntax rather than empty dictionary and for loop:

    sage: f = x0 + x3 + x0*x1 + x0*x1*x2
    sage: v = [None, 1, None, 0]
    sage: f.subs({x[i]: vi for i, vi in enumerate(v) if vi is not None})
    x0*x2