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使用二分法(Bisection Method)求平方根。

Python培训

使用二分法(Bisection Method)求平方根。

def sqrtBI(x, epsilon):    assert x>0, 'X must be non-nagtive, not ' + str(x)    assert epsilon > 0, 'epsilon must be postive, not ' + str(epsilon)     low = 0    high = x    guess = (low + high)/2.0    counter = 1    while (abs(guess ** 2 - x) > epsilon) and (counter <= 100):        if guess ** 2 < x:            low = guess        else :            high = guess        guess = (low + high)/2.0        counter += 1    return guess

验证一下。

>>> sqrtBI(2,0.000001)

>>> 1.41421365738

上面的方法,如果 X<1 ,就会有问题。因为 X (X<1)的平方根不在 [0, x] 的范围内。例如,0.25,它的平方根——0.5 不在 [0, 0.25] 的区间内。

>>> sqrtBI(0.25,0.000001)

>>> 0.25

那如何求0.25的平方根呢?

只要略微改动上面的代码即可。注意6行和7行的代码。

def sqrtBI(x, epsilon):    assert x>0, 'X must be non-nagtive, not ' + str(x)    assert epsilon > 0, 'epsilon must be postive, not ' + str(epsilon)     low = 0    high = max(x, 1.0)    ## high = x    guess = (low + high)/2.0    counter = 1    while (abs(guess ** 2 - x) > epsilon) and (counter <= 100):        if guess ** 2 < x:            low = guess        else :            high = guess        guess = (low + high)/2.0        counter += 1    return guess

验证一下:

>>> sqrtBI(0.25,0.000001)

>>> 0.5


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