排列和组合是数论中的基本概念。在python中,实现了组合函数combinations 和 排列函数permutations。两个函数都在itertools包中。举例如下:
from itertools import combinations, permutations
data = [1,2,3,4]
from itertools import combinations, permutations
data=[1,2,3,4]
for combination in combinations(data,2):
print(combination)
(1, 2)
(1, 3)
(1, 4)
(2, 3)
(2, 4)
(3, 4)
for permutation in permutations(data,2):
print(permutation)
(1, 2)
(1, 3)
(1, 4)
(2, 1)
(2, 3)
(2, 4)
(3, 1)
(3, 2)
(3, 4)
(4, 1)
(4, 2)
(4, 3)
组合的个数为C24=6C42=6,排列的个数为A24=12A42=12。
这两个函数都是基于下标的,而不是基于值的,也就是说,如果有重复,结果中不会去重。举例如下:
from itertools import combinations, permutations
data = [1,1,1,2]
for combination in combinations(data,2):
print(combination)
(1, 1)
(1, 1)
(1, 2)
(1, 1)
(1, 2)
(1, 2)
for permutation in permutations(data,2):
print(permutation)
(1, 1)
(1, 1)
(1, 2)
(1, 1)
(1, 1)
(1, 2)
(1, 1)
(1, 1)
(1, 2)
(2, 1)
(2, 1)
(2, 1)
结果没有去重。