Let us first consider a simple symbolic expression:
x, a = symbols('x a')
b = x + aWhat happens if we set x = 0 ? We observe that b did not change. What we did was that we changed the Python variable x. It now no longer refers to the symbol object but to the integer object 0. The symbol represented by the string 'x' remains unaltered, and so does b.
Instead, altering an expression by replacing symbols by numbers, other symbols, or expressions is done by a special substitution method which can be seen in following code:
x, a = symbols('x a')
b = x + a
c = b.subs(x,0)
d = c.subs(a,2*a)
print(c, d) # returns (a, 2a)This method takes one or two arguments:
b.subs(x,0)
b.subs({x:0}) # a dictionary as argumentDictionaries as arguments allow us to make several substitutions in one step:
b.subs({x:0, a:2*a}) # several substitutions in oneAs items in dictionaries have no defined order - one never knows which would be the first - there is a need for...
