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	<title>Chain Rule - Revision history</title>
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		<id>https://wiki.math.ucr.edu/index.php?title=Chain_Rule&amp;diff=1675&amp;oldid=prev</id>
		<title>MathAdmin: Created page with &quot;==Introduction== It is relatively easy to calculate the derivatives of &lt;em&gt;simple functions&lt;/em&gt;, like polynomials or trigonometric functions.   But, what about more complicat...&quot;</title>
		<link rel="alternate" type="text/html" href="https://wiki.math.ucr.edu/index.php?title=Chain_Rule&amp;diff=1675&amp;oldid=prev"/>
		<updated>2017-10-15T21:44:38Z</updated>

		<summary type="html">&lt;p&gt;Created page with &amp;quot;==Introduction== It is relatively easy to calculate the derivatives of &amp;lt;em&amp;gt;simple functions&amp;lt;/em&amp;gt;, like polynomials or trigonometric functions.   But, what about more complicat...&amp;quot;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;==Introduction==&lt;br /&gt;
It is relatively easy to calculate the derivatives of &amp;lt;em&amp;gt;simple functions&amp;lt;/em&amp;gt;, like polynomials or trigonometric functions. &lt;br /&gt;
&lt;br /&gt;
But, what about more complicated functions? &lt;br /&gt;
&lt;br /&gt;
For example, &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -5px&amp;quot;&amp;gt;f(x)=\sin(3x)&amp;lt;/math&amp;gt;&amp;amp;nbsp; or &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -5px&amp;quot;&amp;gt;g(x)=(x+1)^8?&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Well, the key to calculating the derivatives of these functions is to recognize that these functions are compositions. &lt;br /&gt;
&lt;br /&gt;
For &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -5px&amp;quot;&amp;gt;f(x)=\sin(3x),&amp;lt;/math&amp;gt;&amp;amp;nbsp; it is the composition of the function &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -4px&amp;quot;&amp;gt;y=3x&amp;lt;/math&amp;gt;&amp;amp;nbsp; with &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -5px&amp;quot;&amp;gt;y=\sin(x).&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Similarly, for &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -5px&amp;quot;&amp;gt;g(x)=(x+1)^8,&amp;lt;/math&amp;gt;&amp;amp;nbsp; it is the composition of &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -5px&amp;quot;&amp;gt;y=x+1&amp;lt;/math&amp;gt;&amp;amp;nbsp; and &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -5px&amp;quot;&amp;gt;y=x^8.&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
So, how do we take the derivative of compositions?&lt;br /&gt;
&lt;br /&gt;
The answer to this question is exactly the Chain Rule.&lt;br /&gt;
&lt;br /&gt;
'''Chain Rule'''&lt;br /&gt;
&lt;br /&gt;
Let &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -6px&amp;quot;&amp;gt;y=f(u)&amp;lt;/math&amp;gt;&amp;amp;nbsp; be a differentiable function of &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -1px&amp;quot;&amp;gt;u&amp;lt;/math&amp;gt;&amp;amp;nbsp; and let &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -6px&amp;quot;&amp;gt;u=g(x)&amp;lt;/math&amp;gt;&amp;amp;nbsp; be a differentiable function of &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -1px&amp;quot;&amp;gt;x.&amp;lt;/math&amp;gt;&amp;amp;nbsp; &lt;br /&gt;
&lt;br /&gt;
Then, &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -5px&amp;quot;&amp;gt;y=f\circ g(x))&amp;lt;/math&amp;gt;&amp;amp;nbsp; is a differentiable function of &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: 0px&amp;quot;&amp;gt;x&amp;lt;/math&amp;gt;&amp;amp;nbsp; and &lt;br /&gt;
&lt;br /&gt;
::&amp;lt;math&amp;gt;y'=(f'\circ g(x))\cdot g'(x).&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
==Warm-Up==&lt;br /&gt;
Calculate &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -5px&amp;quot;&amp;gt;h'(x).&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
'''1)''' &amp;amp;nbsp; &amp;lt;math style=&amp;quot;vertical-align: -7px&amp;quot;&amp;gt;h(x)=\sin(3x)&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
{| class = &amp;quot;mw-collapsible mw-collapsed&amp;quot; style = &amp;quot;text-align:left;&amp;quot;&lt;br /&gt;
!Solution: &amp;amp;nbsp;&lt;br /&gt;
|-&lt;br /&gt;
|Let &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -5px&amp;quot;&amp;gt;f(x)=\sin (x)&amp;lt;/math&amp;gt;&amp;amp;nbsp; and &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -5px&amp;quot;&amp;gt;g(x)=3x.&amp;lt;/math&amp;gt;&lt;br /&gt;
|-&lt;br /&gt;
|Then, &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -5px&amp;quot;&amp;gt;f'(x)=\cos(x)&amp;lt;/math&amp;gt;&amp;amp;nbsp; and &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -5px&amp;quot;&amp;gt;g'(x)=3.&amp;lt;/math&amp;gt;&lt;br /&gt;
|-&lt;br /&gt;
|Now, &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -6px&amp;quot;&amp;gt;h(x)=f\circ g(x).&amp;lt;/math&amp;gt;&lt;br /&gt;
|-&lt;br /&gt;
|Using the Chain Rule, we have&lt;br /&gt;
|-&lt;br /&gt;
|&lt;br /&gt;
::&amp;lt;math&amp;gt;\begin{array}{rcl}&lt;br /&gt;
\displaystyle{h'(x)} &amp;amp; = &amp;amp; \displaystyle{(f'\circ g(x))\cdot g'(x)}\\&lt;br /&gt;
&amp;amp;&amp;amp;\\&lt;br /&gt;
&amp;amp; = &amp;amp; \displaystyle{\cos (3x)\cdot 3}\\&lt;br /&gt;
&amp;amp;&amp;amp;\\&lt;br /&gt;
&amp;amp; = &amp;amp; \displaystyle{3\cos (3x).}&lt;br /&gt;
\end{array}&amp;lt;/math&amp;gt;&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
{| class = &amp;quot;mw-collapsible mw-collapsed&amp;quot; style = &amp;quot;text-align:left;&amp;quot;&lt;br /&gt;
!Final Answer: &amp;amp;nbsp;&lt;br /&gt;
|-&lt;br /&gt;
|&amp;amp;nbsp; &amp;amp;nbsp; &amp;amp;nbsp; &amp;amp;nbsp;&amp;lt;math&amp;gt;h'(x)=3\cos (3x)&amp;lt;/math&amp;gt;&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
'''2)''' &amp;amp;nbsp; &amp;lt;math style=&amp;quot;vertical-align: -7px&amp;quot;&amp;gt;h(x)=(x+1)^8&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
{| class = &amp;quot;mw-collapsible mw-collapsed&amp;quot; style = &amp;quot;text-align:left;&amp;quot;&lt;br /&gt;
!Solution: &amp;amp;nbsp;&lt;br /&gt;
|-&lt;br /&gt;
|Let &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -5px&amp;quot;&amp;gt;f(x)=x^8&amp;lt;/math&amp;gt;&amp;amp;nbsp; and &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -5px&amp;quot;&amp;gt;g(x)=x+1.&amp;lt;/math&amp;gt;&lt;br /&gt;
|-&lt;br /&gt;
|Then, &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -5px&amp;quot;&amp;gt;f'(x)=8x^7&amp;lt;/math&amp;gt;&amp;amp;nbsp; and &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -5px&amp;quot;&amp;gt;g'(x)=1.&amp;lt;/math&amp;gt;&lt;br /&gt;
|-&lt;br /&gt;
|Now, &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -6px&amp;quot;&amp;gt;h(x)=f\circ g(x).&amp;lt;/math&amp;gt;&lt;br /&gt;
|-&lt;br /&gt;
|Using the Chain Rule, we have&lt;br /&gt;
|-&lt;br /&gt;
|&lt;br /&gt;
::&amp;lt;math&amp;gt;\begin{array}{rcl}&lt;br /&gt;
\displaystyle{h'(x)} &amp;amp; = &amp;amp; \displaystyle{(f'\circ g(x))\cdot g'(x)}\\&lt;br /&gt;
&amp;amp;&amp;amp;\\&lt;br /&gt;
&amp;amp; = &amp;amp; \displaystyle{8(x+1)^7\cdot 1}\\&lt;br /&gt;
&amp;amp;&amp;amp;\\&lt;br /&gt;
&amp;amp; = &amp;amp; \displaystyle{8(x+1)^7.}&lt;br /&gt;
\end{array}&amp;lt;/math&amp;gt;&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
{| class = &amp;quot;mw-collapsible mw-collapsed&amp;quot; style = &amp;quot;text-align:left;&amp;quot;&lt;br /&gt;
!Final Answer: &amp;amp;nbsp;&lt;br /&gt;
|-&lt;br /&gt;
||&amp;amp;nbsp; &amp;amp;nbsp; &amp;amp;nbsp; &amp;amp;nbsp;&amp;lt;math&amp;gt;h'(x)=8(x+1)^7.&amp;lt;/math&amp;gt;&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
'''3)''' &amp;amp;nbsp; &amp;lt;math style=&amp;quot;vertical-align: -7px&amp;quot;&amp;gt;h(x)=\ln(x^2)&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
{| class = &amp;quot;mw-collapsible mw-collapsed&amp;quot; style = &amp;quot;text-align:left;&amp;quot;&lt;br /&gt;
!Solution: &amp;amp;nbsp;&lt;br /&gt;
|-&lt;br /&gt;
|Let &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -5px&amp;quot;&amp;gt;f(x)=\ln (x)&amp;lt;/math&amp;gt;&amp;amp;nbsp; and &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -5px&amp;quot;&amp;gt;g(x)=x^2.&amp;lt;/math&amp;gt;&lt;br /&gt;
|-&lt;br /&gt;
|Then, &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -13px&amp;quot;&amp;gt;f'(x)=\frac{1}{x}&amp;lt;/math&amp;gt;&amp;amp;nbsp; and &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -5px&amp;quot;&amp;gt;g'(x)=2x.&amp;lt;/math&amp;gt;&lt;br /&gt;
|-&lt;br /&gt;
|Now, &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -6px&amp;quot;&amp;gt;h(x)=f\circ g(x).&amp;lt;/math&amp;gt;&lt;br /&gt;
|-&lt;br /&gt;
|Using the Chain Rule, we have&lt;br /&gt;
|-&lt;br /&gt;
|&lt;br /&gt;
::&amp;lt;math&amp;gt;\begin{array}{rcl}&lt;br /&gt;
\displaystyle{h'(x)} &amp;amp; = &amp;amp; \displaystyle{(f'\circ g(x))\cdot g'(x)}\\&lt;br /&gt;
&amp;amp;&amp;amp;\\&lt;br /&gt;
&amp;amp; = &amp;amp; \displaystyle{\frac{1}{x^2}\cdot 2x}\\&lt;br /&gt;
&amp;amp;&amp;amp;\\&lt;br /&gt;
&amp;amp; = &amp;amp; \displaystyle{\frac{2}{x}.}&lt;br /&gt;
\end{array}&amp;lt;/math&amp;gt;&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
{| class = &amp;quot;mw-collapsible mw-collapsed&amp;quot; style = &amp;quot;text-align:left;&amp;quot;&lt;br /&gt;
!Final Answer: &amp;amp;nbsp;&lt;br /&gt;
|-&lt;br /&gt;
|&amp;amp;nbsp; &amp;amp;nbsp; &amp;amp;nbsp; &amp;amp;nbsp;&amp;lt;math&amp;gt;h'(x)=\frac{2}{x}&amp;lt;/math&amp;gt;&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Exercise 1 ==&lt;br /&gt;
&lt;br /&gt;
Calculate the derivative of &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -6px&amp;quot;&amp;gt;h(x)=(\sin x+\cos x)^4.&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Using the Chain Rule, we have&lt;br /&gt;
&lt;br /&gt;
::&amp;lt;math&amp;gt;\begin{array}{rcl}&lt;br /&gt;
\displaystyle{h'(x)} &amp;amp; = &amp;amp; \displaystyle{4(\sin x+\cos x)^3 (\sin x+\cos x)'}\\&lt;br /&gt;
&amp;amp;&amp;amp;\\&lt;br /&gt;
&amp;amp; = &amp;amp; \displaystyle{4(\sin x+\cos x)^3 ((\sin x)'+(\cos x)')}\\&lt;br /&gt;
&amp;amp;&amp;amp;\\&lt;br /&gt;
&amp;amp; = &amp;amp; \displaystyle{4(\sin x+\cos x)^3 (\cos x-\sin x)}.&lt;br /&gt;
\end{array}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
So, we have &lt;br /&gt;
::&amp;lt;math&amp;gt;h'(x)=4(\sin x+\cos x)^3 (\cos x-\sin x).&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Exercise 2 ==&lt;br /&gt;
&lt;br /&gt;
Calculate the derivative of &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -6px&amp;quot;&amp;gt;h(x)=\sin^3(2x^2+x+1).&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
First, notice &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -6px&amp;quot;&amp;gt;h(x)=(\sin(2x^2+x+1))^3.&amp;lt;/math&amp;gt; &lt;br /&gt;
&lt;br /&gt;
Using the Chain Rule, we have&lt;br /&gt;
&lt;br /&gt;
::&amp;lt;math&amp;gt;h'(x)=3(\sin(2x^2+x+1))^2 \cdot (\sin(2x^2+x+1))'.&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Now, we need to use the Chain Rule a second time. So, we get&lt;br /&gt;
&lt;br /&gt;
::&amp;lt;math&amp;gt;\begin{array}{rcl}&lt;br /&gt;
\displaystyle{h'(x)} &amp;amp; = &amp;amp; \displaystyle{3(\sin(2x^2+x+1))^2 \cos(2x^2+x+1)\cdot (2x^2+x+1)'}\\&lt;br /&gt;
&amp;amp;&amp;amp;\\&lt;br /&gt;
&amp;amp; = &amp;amp; \displaystyle{3\sin^2(2x^2+x+1) \cos(2x^2+x+1)(4x+1).}&lt;br /&gt;
\end{array}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
So, we have &lt;br /&gt;
::&amp;lt;math&amp;gt;h'(x)=3\sin^2(2x^2+x+1) \cos(2x^2+x+1)(4x+1).&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Exercise 3 ==&lt;br /&gt;
&lt;br /&gt;
Calculate the derivative of &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -6px&amp;quot;&amp;gt;h(x)=\cos (2x+1)\sin(x^2+3x).&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Using the Product Rule, we have&lt;br /&gt;
&lt;br /&gt;
::&amp;lt;math&amp;gt;h'(x)=\cos(2x+1)(\sin(x^2+3x))'+(\cos(2x+1))'\sin(x^2+3x).&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
For the two remaining derivatives, we need to use the Chain Rule. &lt;br /&gt;
&lt;br /&gt;
So, using the Chain Rule, we have&lt;br /&gt;
&lt;br /&gt;
::&amp;lt;math&amp;gt;\begin{array}{rcl}&lt;br /&gt;
\displaystyle{h'(x)} &amp;amp; = &amp;amp; \displaystyle{\cos(2x+1)\cos(x^2+3x)\cdot (x^2+3x)'-\sin(2x+1)\cdot (2x+1)'\sin(x^2+3x)}\\&lt;br /&gt;
&amp;amp;&amp;amp;\\&lt;br /&gt;
&amp;amp; = &amp;amp; \displaystyle{\cos(2x+1)\cos(x^2+3x) (2x+3)-\sin(2x+1)(2)\sin(x^2+3x).}&lt;br /&gt;
\end{array}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
So, we get&lt;br /&gt;
::&amp;lt;math&amp;gt;h'(x)=\cos(2x+1)\cos(x^2+3x) (2x+3)-\sin(2x+1)(2)\sin(x^2+3x).&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Exercise 4 ==&lt;br /&gt;
&lt;br /&gt;
Calculate the derivative of  &amp;amp;nbsp;&amp;lt;math style=&amp;quot;vertical-align: -16px&amp;quot;&amp;gt;h(x)=\frac{\sin(3x)+x\cos(2x)}{x^2+1}.&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
First, using the Quotient Rule, we have&lt;br /&gt;
&lt;br /&gt;
::&amp;lt;math&amp;gt;\begin{array}{rcl}&lt;br /&gt;
\displaystyle{h'(x)} &amp;amp; = &amp;amp; \displaystyle{\frac{(x^2+1)(\sin(3x)+x\cos(2x))'-(\sin(3x)+x\cos(2x))(x^2+1)'}{(x^2+1)^2}}\\&lt;br /&gt;
&amp;amp;&amp;amp;\\&lt;br /&gt;
&amp;amp; = &amp;amp; \displaystyle{\frac{(x^2+1)[(\sin(3x))'+(x\cos(2x))']-(\sin(3x)+x\cos(2x))(2x)}{(x^2+1)^2}.}&lt;br /&gt;
\end{array}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Using the Product Rule, we get&lt;br /&gt;
&lt;br /&gt;
::&amp;lt;math&amp;gt;\begin{array}{rcl}&lt;br /&gt;
\displaystyle{h'(x)} &amp;amp; = &amp;amp; \displaystyle{\frac{(x^2+1)[(\sin(3x))'+x(\cos(2x))'+(x)'\cos(2x)]-(\sin(3x)+x\cos(2x))(2x)}{(x^2+1)^2}}\\&lt;br /&gt;
&amp;amp;&amp;amp;\\&lt;br /&gt;
&amp;amp; = &amp;amp; \displaystyle{\frac{(x^2+1)[(\sin(3x))'+x(\cos(2x))'+1\cos(2x)]-(\sin(3x)+x\cos(2x))(2x)}{(x^2+1)^2}.}&lt;br /&gt;
\end{array}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
For the remaining derivatives, we need to use the Chain Rule. So, we get&lt;br /&gt;
&lt;br /&gt;
::&amp;lt;math&amp;gt;\begin{array}{rcl}&lt;br /&gt;
\displaystyle{h'(x)} &amp;amp; = &amp;amp; \displaystyle{\frac{(x^2+1)[\cos(3x)(3x)'+x(-\sin(2x))(2x)'+\cos(2x)]-(\sin(3x)+x\cos(2x))(2x)}{(x^2+1)^2}}\\&lt;br /&gt;
&amp;amp;&amp;amp;\\&lt;br /&gt;
&amp;amp; = &amp;amp; \displaystyle{\frac{(x^2+1)[\cos(3x)(3)-x\sin(2x)(2)+\cos(2x)]-(\sin(3x)+x\cos(2x))(2x)}{(x^2+1)^2}.}&lt;br /&gt;
\end{array}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
So, we have &lt;br /&gt;
::&amp;lt;math&amp;gt;h'(x)=\frac{(x^2+1)[\cos(3x)(3)-x\sin(2x)(2)+\cos(2x)]-(\sin(3x)+x\cos(2x))(2x)}{(x^2+1)^2}.&amp;lt;/math&amp;gt;&lt;/div&gt;</summary>
		<author><name>MathAdmin</name></author>
	</entry>
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