python为数组创建卷积函数

Question

I have two arrays,

a = [3, 6, 8, 2, 5, 5]
b = [2, 7, 9]

and I need to create a new array c which takes the values and adds them like this: a[0+0]*b[0] + a[0+1]*b[1] + a[0+2]*b[2] = (3*2) + (6*7) + (9*8) = 6 + 42 + 72 which means c[0] = 120

I'm completely lost on how to do this anything to point me in the right direction would be awesome.

Answer 1

total = 0
for n in range(0, min(len(a), len(b))):
    total += a[n] * b[n]

range function

Answer 2

If c[k] = a[k+0]*b[0] + a[k+1]*b[1] + a[k+2]*b[2]

then

>>> c = [sum(i*j for i,j in zip(a[k:], b)) for k in range(4)]
>>> c
[120, 86, 75, 84]

Answer 3

I think this will do what you want. It borrows some of the code from @DukeSilver's answer and makes it build a list, rather than just calculating a single value. My assumption is that a is always longer than b .

c = [sum(a[i+j]*b[j] for j in range(len(b))) for i in range(len(a) - len(b) + 1)]

Answer 4

numpy.convolve还是您想编写自己的函数？