Parametric curves:
-
for
- Then there are initial point and terminal point
- We can graph and by graphing
- eg.
-
Cycloid:
- Let the parameter be
Calculus with parametric curves:
-
Tangent:
- By chain rule, when
-
Area under graph:
- and
- is of the leftmost point which has minimum
- Arc length:
- Curve C is traversed exactly once as increases from to , then arc length is
- If traverses twice then twice times the actual arc length
- Curve C is traversed exactly once as increases from to , then arc length is
where and are continuous on ,
Polar coordinates:
- , The pole is the origin
- The ray(half-line) is drawn angle horizontally corresponds to the positive -axis
- , the distance from can be negative
- is the angle
- Polar curve:
- a collection of points satisfying
- a collection of points satisfying
- Tangent to polar curve:
- Find the point where tangent is horizontal
- Put and only take points where
- Find the point where tangent is horizontal
Area and lengths in polar coordinates:
- Area under graph:
- Find area between 2 curves:
- Find the intersection first, which are the limits
- or cut the shape to parts in which each part is area under graph of 1 curve
- Find area between 2 curves:
- Arc length:
- Distance traveled is difference
3D coordinates systems:
- Equation of a sphere: where the centre is
Vectors:
The Dot Product:
- is the angle between the 2 vectors both pointing toward the intersection
- Find , both vectors are pointing toward B
- to find the angle if 1 vector is pointing toward and the other is pointing away
- Or change direction of 1 vector by inverting it or
- when 2 vectors are perpendicular
- when 2 vectors are parallel and have same direction
- has no meaning
The Cross Product:
- Vector determinant:
- results to another vector
- if is the angle between and then:
- Right-hand rule:
- If the fingers of your right hand curl in the direction of a rotation (through an angle less than 180) from ****to , then your thumb points in the direction of
- Properties:
- for all
- The vector is orthogonal, common perpendicular, to both and
- Two non-zero vectors and are parallel if and only if
- The area of parallelogram is
-
Triple products (scalar triple product):
- Volume of parallelepiped:
- Volume of parallelepiped:
Equation of lines and planes:
- Find the line intersection of 2 planes:
- Let one variable be free,
- Substitute in others 2 equations
- Split it to equation in term
Cylinders and quadric surfaces:
- Cylinders
- Surface that consists of all lines (called rulings) that are parallel to a given line and pass through a given plane curve
to
to
- Quadric surface
- A second-degree equation in three variables x, y, and z
- Draw:
-
Let , we have
which is many level curves of ellipse on plane at with 3 units in -direction
-
Let then
-
Vector functions and space curves:
-
Functions are parametric equations
-
As varies throughout the interval, it forms a space curve
then
Provides limits of the component functions exist
-
A vector function is continuous at if
A helix
-
Sketch:
- thus a line
-
Derivatives:
- Tangent vector of
- Integral:
- is an arbitrary constant vector
Arc length and curvature:
-
Arc length:
- Note that and are from
- Distance traveled is difference
-
Parametrizations:
-
A single curve can be represented by more than one vector functions, they are parametrizations of curve
-
ex: is the same as
-
Thus, arc length is independent of the parametrization that is used
-
Parametrize a curve with respect to arc length
-
: to find the coordinates knowing the arc length
- Find , the arc length function
- substitute as function of in
-
-
-
Curvature:
-
A parametrization is smooth on an interval I if is continuous and in I
-
Unit tangent vector:
- Curvature of the curve:
use this
- For explicit equations:
-
-
Normal and Binormal vectors:
- Principal unit normal vector:
- Indication of which direction the curve is turning
- Binormal vectors:
- An unit vector, perpendicular to both and
- Principal unit normal vector:
Chapter 11: Partial Derivative
Chapter 12: Multiple integral
Vector fields:
- Vector fields:
- is a component function
- For every point becomes then is a vector field
- Gradient fields:
- Forms a gradient vector field
- A vector field is called a conservative vector field if there exists a function **such that
- is a potential function of
- Any path between two point have the same (like work done by gravity), a fluid flows back to where it was with same speed
Line integrals:
-
Integral over a curve where x=x(t),y=y(t), a\le t\le b$$x=x(t),y=y(t), a<t<b
- Equivalent to
-
$\color{tomato}\displaystyle \int_C f(x,y)ds =\int^b_a f\big(x(t),y(t)\big)\sqrt{
\bigg( \frac{dx}{dt}\bigg)^2+ \bigg( \frac{dy}{dt}\bigg)^2 }
dtx=\cos t,y=\sin t$ for circle
-
- Define domain of for each piece
-
Applications are similar to double and triple integral
-
Line integral with respect to or :
- Vector representation of a line starts at ends at :
- for
- Vector representation of a line starts at ends at :
-
***Line integrals in space:
- $\displaystyle {\color{tomato}\int_C f(x,y,z)ds} =\int^b_a f\big(x(t),y(t),z(t)\big).\sqrt{
\bigg( \frac{dx}{dt}\bigg)^2+ \bigg( \frac{dy}{dt}\bigg)^2 + \bigg( \frac{dz}{dt}\bigg)^2 }
dt\ \color{tomato}=\int^b_a f\big(\bold r(t)\big) \ |\bold r’(t)| dt$
- Line integral with respect to :
-
***Line integrals of vector fields:
- Work done on moving an object on a curve in 3D space in a vector field (force/electric) is:
- (dot)
- where is unit tangent vector
- means
- (dot)
- Work done on moving an object on a curve in 3D space in a vector field (force/electric) is:
The fundamental theorem for line integrals:
- Net change theorem for line integral:
- Let be smooth curve by vector function and gradient vector continuous on .
- Then , true for 2 and 3 variables
- Let be smooth curve by vector function and gradient vector continuous on .
- Independence of path:
- Line integrals of conservative vector fields are independent of path, if and have the same initial and terminal points
- Closed curve: have
- If is a conservative vector field, where and have continuous first-order then though out we have
- Let be a vector field on an open simple-connected region . Suppose and have continuous first-order and though out then is conservative
- To test for conservative:
- Take pairs and test if
- Find potential function:
- Integrate with respect to to have
- as arbitrary constant of integration
- Compare with partial derive of found to have
- Integrate with respeect to to have
- as arbitraty constant
- Differentiate found with respect to to compare with
- Integrate with respect to to have
- Conservation of energy:
- Work done by the force field along is equal to the change in kinetic energy at the endpoints of ,
Green’s theorem: (2d version of stoke)
- Relates a double integral over a plane region to a line integral around its plane boundary curve.
- Positive orientation refers to counter clockwise traversal of
- Let be a positively oriented, piecewise-smooth, simple closed curve in the plane. If and have continuous partial derivatives on an open region that contains
-
- If
- The curl along the line equals to total curl on the graph because inside, curls cancels out
- Green’s theorem also work with regions with holes
-
- Since the area of , we choose , then:
Curl and divergence:
- Curl:
-
, a vector field and the partial derivatives all exist
- $\displaystyle \text {curl } \bold F=
\bigg( \frac{\partial R}{\partial y}-\frac{\partial Q}{\partial z} \bigg)\bold i+ \bigg( \frac{\partial P}{\partial z}-\frac{\partial R}{\partial x} \bigg)\bold j+ \bigg( \frac{\partial Q}{\partial x}-\frac{\partial P}{\partial y} \bigg)\bold k$
-
Vector, represents tendency to spin around an axis with magnitude measures the strength of the rotation and direction indicates the axis of rotation
-
If a function of 3 variables that has continuous second-order partial derivatives, then
- Since is conservative vector field, then if is conservative then
- then is conservative if is simply connected
-
treated as a variable
- Divergent:
- If , a vector field and the partial derivatives of and **all exist, then the div of ****is the vector field on 3 defined by
- always because , otherwise doesnt exist
- Scalar, represents tendency for fluid to diverge away from that point, is said to be incompressible
- If , a vector field and the partial derivatives of and **all exist, then the div of ****is the vector field on 3 defined by
- Vector form of Green’s theorem:
- Second form of Green’s theorem:
Parametric surface and their areas: (parameterised when possible)
- Parametric surfaces:
- with parametric equations,
- is a grid curve
-
Convert from to cylindrical, polar, spherical coordinates
- Vector function that contains vector and , and pass through is
- From the spherical coors:
-
Surface of revolution:
- Surface obtained by rotating the curve about the -axis is:
- where
- Convert to parametric equations by simplifying the equations when 2 of xyz variables can be replaces
- Surface obtained by rotating the curve about the -axis is:
- Tangent plane:
- so normal of tangent plane,
- 0 if it has corner
- Surface area:
-
Surface area of the graph of a function:
- For surface with equation
- and
- $\displaystyle A(S)=\int\int_D {\color{tomato}\sqrt{1 + \bigg( \frac{\partial z}{\partial x}\bigg)
+\bigg( \frac{\partial z}{\partial y}\bigg)^2}}dA$
Surface integrals:
- Parametric surfaces:
-
Graph: for surface with equation
- $\displaystyle\int\int_S f(x,y,z)\ dS=\int\int_D {\color{tomato} f\big(z,y,g(x,y)\big) \sqrt{ 1+\bigg( \frac{\partial z}{\partial x} \bigg)^2+
\bigg( \frac{\partial z}{\partial y} \bigg)^2} \ }dA$
- use or if necessary
-
Oriented surface:
-
There are two possible orientations for any orientable surface
-
Positive orientation: normals point outward, concave inward
-
Mobius strip
Surface integral of vector fields:
-
is a continuous vector field on oriented surface with uni normal vector , then surface integral of over (known as the flux of across ) is
- $\displaystyle \int\int\limits_S {\color{tomato}\bold F\cdotp dS}=\int\int\limits_S {\color{tomato}\bold F\cdotp \bold n\ dS}
=\int\int\limits_D \color{tomato}\bold F\cdotp (\bold r_u\times \bold r_v) \ dA$
-
If surface is given by graph then change to xy and:
- $\displaystyle \int\int\limits_S {\color{tomato}\bold F\cdotp dS}=\int\int\limits_D
{\color{tomato}\bigg(-P\frac{\partial g}{\partial x}-Q\frac{\partial g}{\partial y} + R\bigg)} \ dA$
* is from
- There might be 2 or more parts in a closed surface
- Electric flux of electric field though surface :
- The net rate of outflow of substance through outward oriented surface :
- where , density times velocity
- Temperate of any point is the heat flow is defined as a vector field:
- then the rate of heat flow across surface is
Stoke’s theorem: (3d version of green)
-
Relates a surface integral over a surface to a line integral around the boundary space curve of
-
The orientation of surface is the positive orientation of boundary curve
-
Let be an oriented piece-wise smooth surface that is bounded by a simple, closed, piecewise-smooth boundary curve with positive orientation
- $\displaystyle\color{tomato} \oint_C \bold F \cdotp d\bold r\equiv
\int\int_S \text{curl }\bold F\cdotp dS\bold F$ is treated as vector field
-
If the surface is a graph function, $z=g(x,y): \displaystyle
\int\int_S \text{curl }\bold F\cdotp dS$
![Screenshot 2023-06-17 at 00.36.06.png](<https://s3-us-west-2.amazonaws.com/secure.notion-static.com/459fa1da-377f-4829-8af9-fbe55af5e0ea/Screenshot_2023-06-17_at_00.36.06.png>)
- If and are oriented surfaces with same oriented boundary curve and both satisfy the hypotheses of Stoke’s theorem: , Both curl F integral are equal
The divergence theorem:
-
3D vector version of green theorem: :
- Let be a simple solid region, be the boundary surface of , given with positive (outward) orientation. is vector field whose component functions have continuous partial derivatives on an open region that contains . Then:
- , use triple integral
- Let be a simple solid region, be the boundary surface of , given with positive (outward) orientation. is vector field whose component functions have continuous partial derivatives on an open region that contains . Then:
-
A region is inside but outside :