Add notes on calculus 1a,1b, 2a
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mechanical/mmme1026_maths_for_engineering/calculus.md
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---
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author: Alvie Rahman
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date: \today
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title: MMME1026 // Calculus
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tags: [ uni, nottingham, mechanical, engineering, mmme1026, maths, calculus ]
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---
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# Calculus of One Variable Functions
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## Key Terms
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<details>
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<summary>
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### Function
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A function is a rule that assigns a **unique** value $f(x)$ to each value $x$ in a given *domain*.
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</summary>
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The set of value taken by $f(x)$ when $x$ takes all possible value in the domain is the *range* of
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$f(x)$.
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</details>
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<details open="">
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### Rational Functions
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A function of the type
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$$ \frac{f(x)}{g(x)} $$
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<summary>
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where $f$ and $g$ are polynomials, is called a rational function.
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Its range has to exclude all those values of $x$ where $g(x) = 0$.
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</summary>
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</details>
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### Inverse Functions
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Consider the function $f(x) = y$.
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If $f$ is such that for each $y$ in the range there is exactly one $x$ in the domain,
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we can define the inverse $f^{-1}$ as:
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$$f^{-1}(y) = f^{-1}(f(x)) = x$$
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### Limits
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Consider the following:
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$$f(x) = \frac{\sin x}{x}$$
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The value of the function can be easily calculated when $x \neq 0$, but when $x=0$, we get the
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expression $\frac{\sin 0 }{0}$.
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However, when we evaluate $f(x)$ for values that approach 0, those values of $f(x)$ approach 1.
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This suggests defining the limit of a function
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$$\lim_{x \rightarrow a} f(x)$$
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to be the limiting value, if it exists, of $f(x)$ as $x$ gets approaches $a$.
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#### Limits from Above and Below
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Sometimes approaching 0 with small positive values of $x$ gives you a different limit from
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approaching with small negative values of $x$.
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The limit you get from approaching 0 with positive values is known as the limit from above:
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$$\lim_{x \rightarrow a^+} f(x)$$
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and with negative values is known as the limit from below:
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$$\lim_{x \rightarrow a^-} f(x)$$
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If the two limits are equal, we simply refer to the *limit*.
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## Important Functions
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### Exponential Function
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$$f(x) = e^x = \exp x$$
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<details open="">
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<summary>
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It can also be written as an infinite series:
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</summary>
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$$\exp x = e^x = 1 + x + \frac{x^2}{2!} + \frac{x^3}{3!} + ...$$
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</details>
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The two important limits to know are:
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- as $x \rightarrow + \infty$, $\exp x \rightarrow +\infty$ ($e^x \rightarrow +\infty$)
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- as $x \rightarrow -\infty$, $\exp x \rightarrow 0$ ($e^x \rightarrow 0$)
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Note that $e^x > 0$ for all real values of $x$.
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### Hyperbolic Functions (sinh and cosh)
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The hyperbolic sine ($\sinh$) and hyperbolic cosine function ($\cosh$) are defined by:
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$$\sinh x = \frac 1 2 (e^x - e^{-x}) \text{ and } \cosh x = \frac 1 2 (e^x + e^{-x})$$
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$$\tanh = \frac{\sinh x}{\cosh x}$$
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![[Fylwind at English Wikipedia, Public domain, via Wikimedia Commons](https://commons.wikimedia.org/wiki/File:Sinh_cosh_tanh.svg)](./images/Sinh_cosh_tanh.svg)
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Some key facts about these functions:
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- $\cosh$ has even symmetry and $\sinh$ and $\tanh$ have odd symmetry
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- as $x \rightarrow + \infty$, $\cosh x \rightarrow +\infty$ and $\sinh x \rightarrow +\infty$
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- $\cosh^2x - \sinh^2x = 1$
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- $\tanh$'s limits are -1 and +1
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- Derivatives:
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- $\frac{\mathrm{d}}{\mathrm{d}x} \sinh x = \cosh x$
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- $\frac{\mathrm{d}}{\mathrm{d}x} \cosh x = \sinh x$
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- $\frac{\mathrm{d}}{\mathrm{d}x} \tanh x = \frac{1}{\cosh^2x}$
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## Natural Logarithm
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$$\ln{e^y} = \ln{\exp y} = y$$
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Since the exponential of any real number is positive, the domain of $\ln$ is $x > 0$.
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## Implicit Functions
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An implicit function takes the form
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$$f(x, y) = 0$$
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To draw the curve of an implicit function you have to rewrite it in the form $y = f(x)$.
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There may be more than one $y$ value for each $x$ value.
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<g id="patch_6">
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<g id="text_1"><!-- −1 -->
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</g>
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</g>
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</g>
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<g id="xtick_3">
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</g>
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<g id="line2d_11">
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<g id="line2d_12">
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<g id="text_3"><!-- 1 -->
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<use id="use6670" xlink:href="#BitstreamVeraSans-Roman-31"/>
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</g>
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</g>
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</g>
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<g id="text_4"><!-- x -->
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<use id="use6678" xlink:href="#BitstreamVeraSans-Roman-78"/>
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</g>
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</g>
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</g>
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<g id="matplotlib.axis_2">
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<g id="ytick_1">
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<g id="line2d_14">
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</g>
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<g id="text_5"><!-- −1 -->
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<use id="use6704" xlink:href="#BitstreamVeraSans-Roman-2212"/>
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<use id="use6706" x="83.7890625" xlink:href="#BitstreamVeraSans-Roman-31"/>
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</g>
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<g id="ytick_2">
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</g>
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</g>
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</g>
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<g id="ytick_3">
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</g>
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<g id="line2d_21">
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<g id="text_7"><!-- 1 -->
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<g id="g6742" transform="translate(39.8 167.16) scale(.12 -.12)">
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</g>
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</g>
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<g id="text_8"><!-- y -->
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<g id="g6750" transform="translate(22.249 188.95) rotate(-90) scale(.12 -.12)">
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</g>
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</g>
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</g>
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<g id="legend_1">
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</g>
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<g id="line2d_22">
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<path id="path6759" d="m258.42 294.57h20.16" stroke="#b30000" stroke-linecap="square" stroke-width="2" fill="none"/>
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</g>
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<g id="text_9"><!-- y = sinh(x) -->
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<g id="g6773" transform="translate(294.42 299.61) scale(.144 -.144)">
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<use id="use6775" xlink:href="#BitstreamVeraSans-Roman-79"/>
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<use id="use6777" x="59.1796875" xlink:href="#BitstreamVeraSans-Roman-20"/>
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<use id="use6779" x="90.966796875" xlink:href="#BitstreamVeraSans-Roman-3d"/>
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<use id="use6783" x="206.54296875" xlink:href="#BitstreamVeraSans-Roman-73"/>
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<use id="use6791" x="413.18359375" xlink:href="#BitstreamVeraSans-Roman-28"/>
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<use id="use6793" x="452.197265625" xlink:href="#BitstreamVeraSans-Roman-78"/>
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<use id="use6795" x="511.376953125" xlink:href="#BitstreamVeraSans-Roman-29"/>
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</g>
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|
</g>
|
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|
<g id="line2d_24">
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<path id="path6798" d="m258.42 315.71h20.16" stroke="#00b300" stroke-dasharray="6.000000,6.000000" stroke-width="2" fill="none"/>
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</g>
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|
<g id="text_10"><!-- y = cosh(x) -->
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<g id="g6806" transform="translate(294.42 320.75) scale(.144 -.144)">
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<use id="use6808" xlink:href="#BitstreamVeraSans-Roman-79"/>
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|
<use id="use6810" x="59.1796875" xlink:href="#BitstreamVeraSans-Roman-20"/>
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|
<use id="use6812" x="90.966796875" xlink:href="#BitstreamVeraSans-Roman-3d"/>
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<use id="use6814" x="174.755859375" xlink:href="#BitstreamVeraSans-Roman-20"/>
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|
<use id="use6824" x="438.18359375" xlink:href="#BitstreamVeraSans-Roman-28"/>
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|
<use id="use6828" x="536.376953125" xlink:href="#BitstreamVeraSans-Roman-29"/>
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|
</g>
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|
</g>
|
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|
<g id="line2d_26">
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|
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|
</g>
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|
<g id="text_11"><!-- y = tanh(x) -->
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<g id="g6839" transform="translate(294.42 341.89) scale(.144 -.144)">
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<use id="use6841" xlink:href="#BitstreamVeraSans-Roman-79"/>
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|
<use id="use6843" x="59.1796875" xlink:href="#BitstreamVeraSans-Roman-20"/>
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<use id="use6845" x="90.966796875" xlink:href="#BitstreamVeraSans-Roman-3d"/>
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<use id="use6861" x="531.982421875" xlink:href="#BitstreamVeraSans-Roman-29"/>
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|
</g>
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|
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|
</g>
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|
</g>
|
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|
</svg>
|
After Width: | Height: | Size: 18 KiB |
Loading…
Reference in New Issue
Block a user