How to do a symbolic taylor expansion of an unknown function $f(x)$ using sympy

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被撕碎了的回忆 2021-02-20 10:43

In sage it is fairly easy to do a Taylor expansion of an unknown function f(x),

x = var(\'x\')
h = var(\'h\')
f = function(\'f\',x)
g1 = taylor(f,x,h,2)         


        
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  •  眼角桃花
    2021-02-20 11:35

    There is no function for this in sympy, but it's rather easy to do it "by hand":

    In [3]: from sympy import *
            x, h = symbols('x, h')
            f = Function('f')
            sum(h**i/factorial(i) * f(x).diff(x, i) for i in range(4))
    
    Out[3]: h**3*Derivative(f(x), x, x, x)/6 + h**2*Derivative(f(x), x, x)/2 + h*Derivative(f(x), x) + f(x)
    

    Note that sympy typically works with expressions (like f(x)) and not with bare functions (like f).

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