xxxxxxxxxx
import numpy as np
from scipy.special import logsumexp
# define two NumPy arrays
arr1 = np.array([[1000, 1100]])
arr2 = np.array([[1200, 3000]])
# Complex mathematical operation
result = np.exp(logsumexp(-3 * arr1) - logsumexp(-3 * arr2))
print(result)