Multivariable Calculus - Lecture #2

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Dot product, Orthogonal Projection, Cross product,

Last updated 6:33 PM on 12/8/25
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33 Terms

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given vectors a: ⟨ a1, a2,a3 ⟩ and b: ⟨ b1, b2,b3 ⟩

Dot Product: 2 ways to find it

if you are given components:

if you are given angle between the 2 vectors:

it gives a ____

scalar

0 ≤θ ≤ π

<p>scalar</p><p>0 ≤θ ≤ π</p>
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Properties of dot product:

  1. v⋅w

  2. v⋅(u+w)

  3. (cv)⋅w

  4. 0 ⋅w=

  5. v⋅v = ____ thus |v| = _____

w⋅v

v⋅u + v⋅w

c(v⋅w) = v⋅ (cw)

0

|v|² (≥0 for all v), √(v⋅v)

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θ =angle between the vectors = ______

θ restriction

if θ = 0 or π, then the vectors are _____

if θ = π/2, then the vectors are _____

0 θ π

parallel

orthogonal

<p>0 <span>≤</span>θ<span> ≤</span> π</p><p>parallel</p><p>orthogonal</p>
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How to prove parallel vectors

How to prove perpendicular (orthogonal vectors)

scalar multiples

dot product is 0

<p>scalar multiples</p><p>dot product is 0</p>
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term image
knowt flashcard image
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scalar/component projection 2 formulas:

It is positive for an ___ angle and negative for an ____ angle).

acute, obtuse

<p>acute, obtuse</p>
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vector projection of v in the direction of u formula

the one youre projecting onto has the ____

magnitude * direction

scalar * vector

direction

<p>magnitude * direction</p><p>scalar * vector</p><p>direction</p>
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direction cosines

cos²α+cos²β+cos²γ=___

1

<p>1</p>
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how to find unit vector from direction cosines

knowt flashcard image
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Cross product: u x v

2 ways to find it

if you have component form:

if you know angle θ btwn u and v:

it gives a ____

|u||v|sinθ * unit vector perp to u and v

vector

<p></p><p>|u||v|sinθ * unit vector perp to u and v</p><p>vector</p>
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u x v is a vector _____ to both u and v

____ is ALSO a vector orthogonal to u and v

u x v = ____(v x u)

orthogonal

v x u

-

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if a⋅b = 0

if a x b = 0

a and b are orthogonal

a and b are parallel

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|u x v| =

|u||v| sinθ

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Area of parallelogram and area of triangle given two vectors that go from the same point

magnitude of cross product

magnitude of cross product / 2

<p>magnitude of cross product</p><p>magnitude of cross product / 2</p>
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algebraic properties of the cross product: suppose u, v, and w are vectors in R3 and t is a scalar

  1. v x u = ___ u x v (corollary: u x u = ___)

  2. u x (v+w) = _____, (u+v) x w = _____

  3. (tu) x v = t(u x v) = u x (tv)

  4. u x 0 = ___

  5. u⋅(v x w) = ____ (triple scalar product)

  6. u x (v x w) = _______ (triple vector product)

-

u x v + u x w, u x w + v x w

0

(u x v)⋅w

(u⋅w)v - (u⋅v)w

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triple scalar product: volume of parallelepiped formed by

vectors u, v, w

V = _____

How to find the triple scalar product:

|u⋅(vxw)| note the brackets mean abs value

Do cross product v x w but replace i j k with u1 u2 u3

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how to prove 3 vectors u, v, and w are coplanar

if u⋅(v x w) = 0

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Scalar equation for planes in R3

need a ____ (x0, y0, z0) and a _____ ⟨a,b,c ⟩

standard form:

general/linear form:

point on plane, normal vector

A(x-x0)+B(y-y0)+C(z-z0) = 0

Ax + By + Cz = D

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planes are parallel if______ they’re perp if_____

angle between planes = ____

their normal vector are parallel or same, their normals are perp

angle btwn normals

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how to find plane equation from 3 points

  • create two ____ from same ____

  • do a _____ of those 2 vectors to get the ____

  • fill out formula

vectors, point

cross product, normal vector

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how to find plane equation from 1 point and a line in the plane

  • from the line, you can get a ____ and a _____

  • from the two points, get a _____, then do a _____ of those 2 vectors to get the normal

  • fill out formula

point, vector

vector, cross product

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how to find plane equation from 2 points and equation of a plane perp to it

  • find vector on plane

  • find ____ of other plane using its equation

  • normal of the plane u wanna find is the cross product of the ____ and the _____

normal vector

vector on it, normal of the other plane

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how to find angle between line and plane

  • line gives you ____ plane gives you_____

  • angle between = ______

vector, normal

90 - angle between the vector and normal

<p>vector, normal</p><p>90 - angle between the vector and normal</p>
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to find intersection of line and plane, “Plug” ___ into ____

line, plane

<p>line, plane</p>
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equation in line for R2 from point and normal vector

knowt flashcard image
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skew lines: lines that aren’t parallel but also do not ____

intersect

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vector equation for plane

  • n = a normal vector (perpendicular to the plane)

  • r= position vector of a general point on the plane

  • r0 = position vector of a specific point on the plane

n⋅(r−r0​)=0

or n⋅r = n⋅r0

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find eq for line of intersection of 2 planes

  • lines need point and a vector

  • vector: _____ of _____ of the 2 planes

  • point: set ______= _ for sys of eqs for the 2 planes

cross product, normals

x,y, or z = 0

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distance btwn point and plane

<p></p>
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distance btwn parallel planes

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distance btwn skew lines

  • skew lines can be contained by ______

  • 1. find _______ of lines

  • 2. find common normal: n = ______

  • 3. lines have points, P1 & P2

  • 4. take ____ and ______ to make eqs of planeS

  • 5. find dist btwn the parallel planes

parallel planes

direction vectors v1 & v2

v1 x v2

P1 & n, P2 & n

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dist btwn pt and line R3

|uxv| / |v|

<p>|uxv| / |v|</p>
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dist btwn pt and line R2

-c if doing ax+by=c

<p>-c if doing ax+by=c</p>