I have done some calculations in sympy, and the result is in the end a set of constants. One of them is inserted directly into the snippet below:
from sympy import *
expr = (18**(Rational(1, 3))/(6*(3 + sqrt(3)*I)**(Rational(1, 3)))
+ 12**(Rational(1, 3))*(3 + sqrt(3)*I)**(Rational(1, 3))/12)
print(expr.evalf())
print(expr.simplify())
This returns
0.56857902130163 + 0.e-22*I
18**(1/3)/(6*(3 + sqrt(3)*I)**(1/3)) + (36 + 12*sqrt(3)*I)**(1/3)/12
so the expression appears to be a real number, yet sympy cannot simplify it further. With pen and paper, I have simplified this to
cos(pi/18) / sqrt(3)
which agrees with the numerical value returned by evalf()
.
I have tried many of the different simplification functions, but none seem to be able to reduce the expression any further. Using substitutions like
expr.subs(3 + sqrt(3)*I, sqrt(12) * exp(I*pi/6))
improves the expression, but still sympy is unable to conclude that it is real. Using Euler's formula for substitution,
expr.subs(3 + sqrt(3)*I, sqrt(12) * (cos(pi/6) + I*sin(pi/6)))
sympy is finally able to conclude that the expression is real, but the expression itself explodes in size when printed (even if I attempt simplify
after the substitution).
Is there a better way to try to reduce this? I have many similar expressions for complex constants that I would like to know for sure are real (or not).
For the expression you gave, the command
(expr.conjugate().conjugate() - expr.conjugate()).simplify()
returns 0, which signifies that expr is real. (Double application of conjugation returns to the original value, but it gets expanded along the way, which enables subsequent simplification.) In general, the above formula returns the imaginary part multiplied by 2i.
To find the real part of the expression, you can use a similar trick: add it to its conjugate and simplify (and divide by 2):
((expr.conjugate().conjugate()+expr.conjugate())/2).simplify()
returns sqrt(3)*cos(pi/18)/3
.