python-scipyHow do I use Python and SciPy to calculate an integral?
To calculate an integral using Python and SciPy, you can use the scipy.integrate.quad()
function. This function takes two parameters, the function to be integrated and the integration limits. Here is an example:
from scipy.integrate import quad
def f(x):
return x**4 - 2*x + 1
result = quad(f, 0, 2)
print(result)
The output of this example is: (4.0, 4.440892098500626e-14)
, where the first value is the integration result and the second value is the estimated error.
The code can be broken down as follows:
from scipy.integrate import quad
: imports thequad()
function from thescipy.integrate
moduledef f(x): return x**4 - 2*x + 1
: defines the function to be integratedresult = quad(f, 0, 2)
: calls thequad()
function with the functionf
and the integration limits of0
and2
print(result)
: prints the integration result and the estimated error
For more information, please see the documentation for the quad()
function.
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