calculus view markdown
A quick reference for single-variable and multivariable calculus.
taylor expansion
- taylor expansion: \(f(x) \approx \cblue{f(x_0)} + \corange{\frac{f'(x_0)}{1!}(x-x_0)} + \cgreen{\frac{f''(x_0)}{2!}(x-x_0)^2} + ...\)
- 0th-order + 1st-order + 2nd-order terms
Single-variable calculus
Derivatives:
$\frac{d}{dx}x^n = nx^{n-1}$
$\frac{d}{dx}a^x = a^{x}\ln(a)$
$\frac{d}{dx}\ln(x) = 1/x$
$\frac{d}{dx}\tan(x)= sec^2(x)$
$\frac{d}{dx}cot(x)= -csc^2(x)$
$\frac{d}{dx}sec(x)= sec(x)\tan(x)$
$\frac{d}{dx}csc(x)= -csc(x)cot(x)$
$\int \tan = \ln\vert sec\vert$
$\int cot = \ln\vert \sin\vert$
$\int sec = \ln\vert sec+\tan\vert$
$\int csc = \ln\vert csc-cot\vert$
$\int \frac{du}{\sqrt{a^2-u^2}} = \sin^{-1}(\frac{u}{a})$
$\int \frac{du}{u\sqrt{u^2-a^2}} = \frac{1}{a}sec^{-1}(\frac{u}{a})$
$\int \frac{du}{a^2+u^2} = \frac{1}{a} \tan^{-1}(\frac{u}{a})$
Continuous: left limit = right limit = value
Differentiable: continuous and no sharp points / asymptotes
L’Hospital’s - for indeterminate forms: \((\frac{f(x)}{g(x)})' = \frac{f'(x)}{g'(x)}\)
Integration by parts: $\int{udv}=uv-\int{duv}$, LIATE
Expansions:
$e^x = \sum{\frac{x^n}{n!}}$
$\sin(x) = \sum_0^\infty{\frac{(-1)^n x^{2n+1}}{(2n+1)!}}$
$\cos(x) = \sum_0^\infty{\frac{(-1)^n x^{2n}}{(2n)!}}$
Geometric Sum: $a_{1st}\frac{1-r^{n+1}}{1-r}$
Multivariable calculus
- Polar: r,$\theta$,z
- Spherical: $\rho,\theta,\phi$
- Clairut’s Thm: Conservative function $f_{xy}=f_{yx}$
- Lagrangian - solves minimize f subject to g = c
- solution will always be tangent to f
- $\cblue{\nabla f} = \corange{\lambda \nabla g}$ - gives us n constraints
- remember g = c is a constraint too
- to do this efficiently, define the Lagrangian $L(x, \lambda) = \cblue{f} - \corange{\lambda \cdot g}$
- taking deriv wrt $\lambda$ and setting = 0 enforces g = c
- taking deriv wrt other variables and setting = 0 enforces other conditions
- therefore final eq just becomes $\nabla L = 0$