二分法求平方根(Python實現)


使用二分法(Bisection Method)求平方根。

 

 1 def sqrtBI(x, epsilon):
 2     assert x>0, 'X must be non-nagtive, not ' + str(x)
 3     assert epsilon > 0, 'epsilon must be postive, not ' + str(epsilon)
 4 
 5     low = 0
 6     high = x
 7     guess = (low + high)/2.0
 8     counter = 1
 9     while (abs(guess ** 2 - x) > epsilon) and (counter <= 100):
10         if guess ** 2 < x:
11             low = guess
12         else :
13             high = guess
14         guess = (low + high)/2.0
15         counter += 1
16     return guess

 

驗證一下。

    


 

上面的方法,如果 X<1 ,就會有問題。因為 X (X<1)的平方根不在 [0, x] 的范圍內。例如,0.25,它的平方根——0.5 不在 [0, 0.25] 的區間內。

    

那如何求0.25的平方根呢?

只要略微改動上面的代碼即可。注意6行和7行的代碼。

    

 1 def sqrtBI(x, epsilon):
 2     assert x>0, 'X must be non-nagtive, not ' + str(x)
 3     assert epsilon > 0, 'epsilon must be postive, not ' + str(epsilon)
 4 
 5     low = 0
 6     high = max(x, 1.0)
 7     ## high = x
 8     guess = (low + high)/2.0
 9     counter = 1
10     while (abs(guess ** 2 - x) > epsilon) and (counter <= 100):
11         if guess ** 2 < x:
12             low = guess
13         else :
14             high = guess
15         guess = (low + high)/2.0
16         counter += 1
17     return guess

 

再檢驗一下:

    


 

如果不知道怎樣去調用自定義的方法(模塊),可參考http://www.cnblogs.com/memory4young/p/python-import-module.html

 

 

 

 


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