【數學】求導


導數

對於函數 \(f\left(x\right)\),定義其導數\(f'\left(x\right)\)

\(f'\left(x\right)\) 可以看作 \(f\left(x\right)\) 在相應位置的斜率。

多項式函數的求導

對於一個多項式函數 \(f\left(x\right) = \sum_{i=0} a_i x^i\),這個函數的導數\(f'\left(x\right) = \sum_{i = 0} i \cdot a_i x ^ {i - 1}\)(系數乘上指數,指數上減一)。

特殊函數導數

\[\left(\sin\left(x\right)\right)' = \cos\left(x\right) \]

\[\left(\cos\left(x\right)\right)' = -\sin\left(x\right) \]

\[\left(\ln\left(x\right)\right)' = \dfrac{1}{x} \]

\[\text{指數函數:}\left(a^x\right)' = a^x\ln\left(a\right)\text{(將會在后文給出證明)} \]

\[\text{特別的:}\left(e^x\right)' = e^x\ln\left(e\right) = e^x \cdot 1 = e^x \]

一般函數的求導

對於一個一般函數 \(f\left(x\right)\),其在 \(x\) 處的導數為

\[\lim_{\Delta x \to 0} \dfrac{f\left(x + \Delta x\right) - f\left(x\right)}{\Delta x} \]

和積商求導法則

和差

\[\left(f\left(x\right) \pm g\left(x\right)\right)' = f'\left(x\right) \pm g'\left(x\right) \]

證明略

\[\left(f\left(x\right)g\left(x\right)\right)' = f'\left(x\right)g\left(x\right) + f\left(x\right)g'\left(x\right) \]

證明:

\[\left(f\left(x\right)g\left(x\right)\right)' = \lim_{\Delta x \to 0} \dfrac{f\left(x + \Delta x\right)g\left(x + \Delta x\right) - f\left(x\right)g\left(x\right)}{\Delta x} \]

\[= \lim_{\Delta x \to 0} \dfrac{\left(f\left(x + \Delta x\right)g\left(x + \Delta x\right) - f\left(x\right)g\left(x + \Delta x\right)\right) + \left(f\left(x\right)g\left(x + \Delta x\right) - f\left(x\right)g\left(x\right)\right)}{\Delta x} \]

\[= \lim_{\Delta x \to 0} \dfrac{f\left(x + \Delta x\right) - f\left(x\right)}{\Delta x}g\left(x + \Delta x\right) + f\left(x\right)\lim_{\Delta x \to 0}\dfrac{g\left(x + \Delta x\right) - g\left(x\right)}{\Delta x} \]

\[= f'\left(x\right)g\left(x\right) + f\left(x\right)g'\left(x\right) \]

\[\left(\dfrac{f\left(x\right)}{g\left(x\right)}\right)' = \dfrac{f'\left(x\right)g\left(x\right) - f\left(x\right)g'\left(x\right)}{g^2\left(x\right)} \]

證明:

\[\left(\dfrac{f\left(x\right)}{g\left(x\right)}\right)' = \lim_{\Delta x \to 0} \dfrac{\dfrac{f\left(x + \Delta x\right)}{g\left(x + \Delta x\right)} - \dfrac{f\left(x\right)}{g\left(x\right)}}{\Delta x} \]

\[= \lim_{\Delta x \to 0} \dfrac{f\left(x + \Delta x\right)g\left(x\right) - g\left(x + \Delta x\right)f\left(x\right)}{g\left(x +\Delta x\right)g\left(x\right)\Delta x} \]

\[= \lim_{\Delta x \to 0} \dfrac{\left(f\left(x + \Delta x\right)g\left(x\right) - f\left(x\right)g\left(x\right)\right) - \left(g\left(x + \Delta x\right)f\left(x\right) - f\left(x\right)g\left(x\right)\right)}{g\left(x +\Delta x\right)g\left(x\right)\Delta x} \]

\[= \lim_{\Delta x \to 0} \dfrac{\dfrac{f\left(x + \Delta x\right) - f\left(x\right)}{\Delta x}g\left(x\right) - \dfrac{g\left(x + \Delta x\right) - g\left(x\right)}{\Delta x}f\left(x\right)}{g\left(x +\Delta x\right)g\left(x\right)} \]

\[= \dfrac{f'\left(x\right)g\left(x\right) - f\left(x\right)g'\left(x\right)}{g^2\left(x\right)} \]

復合函數

\[\left(f\left(g\left(x\right)\right)\right)' = f'\left(g\left(x\right)\right)g'\left(x\right) \]

證明:

其他

那么,關於前文“特殊函數求導”的指數函數求導,可以簡單給出證明了。

\[\text{設} y = a^x \]

\[\text{則有} \ln\left(y\right) = x\ln\left(a\right) \]

\[\left(\ln\left(y\right)\right)' = \left(x\ln\left(a\right)\right)' \]

\[\dfrac{y'}{y} = 1 \cdot \ln\left(a\right) + 0 \]

(這一步左邊使用了復合函數求導法則,右邊使用了積的求導法則。)

再將右邊的分母上的 \(y\) 乘到右邊,並替換回 \(a^x\),就得到了:

\[y' = a^x\ln\left(a\right) \]

鳴謝

基本求導法則證明 by E-748


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