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Python实现的几个常用排序算法实例

时间:2021-07-01 10:21:17 帮助过:78人阅读

前段时间为准备百度面试恶补的东西,虽然最后还是被刷了,还是把那几天的“战利品”放点上来,算法一直是自己比较薄弱的地方,以后还要更加努力啊。

下面用Python实现了几个常用的排序,如快速排序,选择排序,以及二路并归排序等等。

代码如下:


#encoding=utf-8
import random
from copy import copy

def directInsertSort(seq):
""" 直接插入排序 """
size = len(seq)
for i in range(1,size):
tmp, j = seq[i], i
while j > 0 and tmp < seq[j-1]:
seq[j], j = seq[j-1], j-1
seq[j] = tmp
return seq

def directSelectSort(seq):
""" 直接选择排序 """
size = len(seq)
for i in range(0,size - 1):
k = i;j = i+1
while j < size:
if seq[j] < seq[k]:
k = j
j += 1
seq[i],seq[k] = seq[k],seq[i]
return seq

def bubbleSort(seq):
"""冒泡排序"""
size = len(seq)
for i in range(1,size):
for j in range(0,size-i):
if seq[j+1] < seq[j]:
seq[j+1],seq[j] = seq[j],seq[j+1]
return seq

def _divide(seq, low, high):
"""快速排序划分函数"""
tmp = seq[low]
while low != high:
while low < high and seq[high] >= tmp: high -= 1
if low < high:
seq[low] = seq[high]
low += 1
while low < high and seq[low] <= tmp: low += 1
if low < high:
seq[high] = seq[low]
high -= 1
seq[low] = tmp
return low

def _quickSort(seq, low, high):
"""快速排序辅助函数"""
if low >= high: return
mid = _divide(seq, low, high)
_quickSort(seq, low, mid - 1)
_quickSort(seq, mid + 1, high)

def quickSort(seq):
"""快速排序包裹函数"""
size = len(seq)
_quickSort(seq, 0, size - 1)
return seq

def merge(seq, left, mid, right):
tmp = []
i, j = left, mid
while i < mid and j <= right:
if seq[i] < seq[j]:
tmp.append(seq[i])
i += 1
else:
tmp.append(seq[j])
j += 1
if i < mid: tmp.extend(seq[i:])
if j <= right: tmp.extend(seq[j:])

seq[left:right+1] = tmp[0:right-left+1]

def _mergeSort(seq, left, right):
if left == right:
return
else:
mid = (left + right) / 2
_mergeSort(seq, left, mid)
_mergeSort(seq, mid + 1, right)
merge(seq, left, mid+1, right)

#二路并归排序
def mergeSort(seq):
size = len(seq)
_mergeSort(seq, 0, size - 1)
return seq

if __name__ == '__main__':
s = [random.randint(0,100) for i in range(0,20)]
print s
print "\n"
print directSelectSort(copy(s))
print directInsertSort(copy(s))
print bubbleSort(copy(s))
print quickSort(copy(s))
print mergeSort(copy(s))


运行结果如下:
代码如下:


E:\python_project\practice>sorting.py
[10, 47, 56, 76, 64, 84, 26, 8, 47, 51, 88, 81, 32, 95, 91, 29, 28, 69, 61, 45]


[8, 10, 26, 28, 29, 32, 45, 47, 47, 51, 56, 61, 64, 69, 76, 81, 84, 88, 91, 95]
[8, 10, 26, 28, 29, 32, 45, 47, 47, 51, 56, 61, 64, 69, 76, 81, 84, 88, 91, 95]
[8, 10, 26, 28, 29, 32, 45, 47, 47, 51, 56, 61, 64, 69, 76, 81, 84, 88, 91, 95]
[8, 10, 26, 28, 29, 32, 45, 47, 47, 51, 56, 61, 64, 69, 76, 81, 84, 88, 91, 95]
[8, 10, 26, 28, 29, 32, 45, 47, 47, 51, 56, 61, 64, 69, 76, 81, 84, 88, 91, 95]

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