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Here's a question:

Derive $\frac{\mathrm{d}}{\mathrm{d}z} z^n = nz^{n-1},$ when n is a positive integer by using mathematical induction and and the derivative of a product of two functions \frac{\mathrm{d}}{\mathrm{d}z} f(z)g(z) = f(z)g'(z) + f'(z)g(z).

Here's what I did. Is this mathematical induction performed correctly?

Base case: n = 1 $\frac{\mathrm{d}}{\mathrm{d}z} z^1 = 1z^{1-1}$ $1 = 1$

Base case is true.

Inductive step: Assume true for $n = k$, show true for $k + 1$.

So show: $\frac{\mathrm{d}}{\mathrm{d}z} z^{(k+1)} = (k+1)z^{(k+1) - 1} = (k+1)z^k$

$\frac{\mathrm{d}}{\mathrm{d}z} z^{(k+1)} = \frac{\mathrm{d}}{\mathrm{d}z} z^kz.$

Using derivative of a product of two functions: $\frac{\mathrm{d}}{\mathrm{d}z} z^kz =z^k\cdot 1 + kz^{k-1}\cdot z$ $ =z^k + kz^k$ $ = (k+1)z^k$

So as the base case holds and the inductive step holds, this means the original statement is valid?

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    There's a problem with the base case. How do we know that the derivative of $z$ is $1$?2012-03-11

2 Answers 2

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You have all the right work, but you need to polish it up a bit.

For the base case, show sequentially how you start with the base and end up with what the claim shows:

$\frac{\mathrm{d}}{\mathrm{d}x} z^1 = 1 = 1 \cdot z^{1 - 1}$

So the claim holds for the base case. (It actually holds for $n = 0$ as well, so verify what you want your base to be.)

Next, assume that the claim holds for all $k \geq 1$. Then if we can show that that assumption implies that the claim holds for $k + 1$, then the claim holds for all $n \geq 1.$

So, then we have

$ \frac{\mathrm{d}}{\mathrm{d}x} z^{k+1} = \frac{\mathrm{d}}{\mathrm{d}x} z^k \cdot z = z \cdot \frac{\mathrm{d}}{\mathrm{d}x} z^k + z^k \cdot \frac{\mathrm{d}}{\mathrm{d}x} z = z \cdot (kz^{k-1}) + z^k = kz^k + z^k = (k+1)z^k$

Thus the claim holds for all $n \geq 1$.

This is something to really pay attention to when proving anything. It is subtle but makes proofs much more readable. Start with what you know, and continue until you get to the conclusion that you want. You don't want to start with the thing that you want and manipulate until you get what you have. While in many situations it is equivalent in validity, it is not always and is never the best technique for showing a claim is true.

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    Ok thats cool, ty2012-02-08
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The induction step is obvious if one works with logarithmic derivatives.

\qquad\ (fg)' =\: f\:'g + fg'\ when divided through by $fg$ becomes

\qquad\dfrac{(fg)'}{fg}\: =\: \dfrac{f\:'}f + \dfrac{g'}g\ which, in terms of \:D(f) := \dfrac{f\:'}f\: becomes

$\qquad D(fg)\: =\: D(f) + D(g)\ $ the "logarithm-like" law of the logarithmic derivative $D$

$\ \Rightarrow\ D(x^n)\: =\: n\: D(x)\ $ by an obvious induction (prove it!)

\ \Rightarrow\ \dfrac{(x^n)'}{x^n}\: =\: n\:\dfrac{1}x

\ \Rightarrow\ \: (x^n)' =\: n\ x^{n-1}

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    The induction step in the original argument couldn't get much easier. It appears your technique also involves an induction, so I'm not sure that it's any simpler. However, it is a cool way to look at the Product Rule!2012-03-11