Vector and Matrix Operations with Geometric Applications, Study notes of Advanced Calculus

A comprehensive overview of vector and matrix operations, including dot product, cross product, and matrix multiplication, and their applications in geometry such as finding distances, angles, and normal vectors. It also covers topics like law of cosines, sphere equation, and plane equation.

Typology: Study notes

Pre 2010

Uploaded on 08/19/2009

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Math 232 Fall 2002
Wri te 123
,,vvvv!" #
! and 0 0,0, 0!" #
!
. Define
123 1 2 3 1 12 23 3
,, , , , ,vw vvv www v wv wv w$!" #$" #!"$ $ $ #
!! and
123 1 2 3
,, , ,tv t v v v tv tv tv!" #!" #
!. The dot product is 11 22 33
vw vw vw vw%! & &
!! .
The length is vvv
!%
!!!
. With 1/tv!!, utv!!
! has length 1.
Let v
! and w
! span two sides of a triangle. Represent the third side by wv'
!!
. Let the angle
between v
! and w
! be given by !. According to the Law of Cosines, it must be that
222
2coswv w v wv !'! & '
!! ! ! !! . Expand and conclude that cosvw vw !%!
!! !! .
The cross product is 23 32 31 13 12 21
,,v w vw vw vw vw vw vw(!" ' ' ' #
!! .
Inspection reveals that wv vw(!'(
!! !!
and () ()0vvw wvw%( !%( !
!! ! ! ! ! .
The length of the cross product satisfies
)*)*)*
)*) *) *
)*
2222
23 32 31 13 12 21
22 2
22 2
1 2 3 1 2 3 11 22 33 .
v w vw vw vw vw vw vw
vvv www vwvwvw vw vw
(! ' & ' & ' !
&& & & ' & & ! '%
!!
!! !!
In terms of the angle ! between v
! and w
! this is sinvw vw !(!
!! !! .
Application:
Given two points P and Q let the vector p
! and the vector q
! go from the origin to P and Q
respectively. Let vqp!'
!!!
. The parametric curve ( )rt p tv!&
!
!!
traces a straight line, which
passes through P when 0t! and Q when 1t!. The midpoint of the straight line segment
between P and Q is 111
222
() ( )rpvpq
!& ! &
!
!! !!
. If there is a mass P
m at P and a mass Q
m at
Q, then the center of mass is 1()
PQ PQ
mmmp mq
&&
!!
.
Application:
Let 123
(, , )Pppp! and 123
(, , )Qqqq!. Connect P,Q so that 112233
,,vqpqpqp!" ' ' ' #
!.
The distance between P and Q is given by
222
11 22 3 3
()()( )vvvqpqpqp!%! ' &' &'
!!! . All points ( , , )xyz a distance 0r# from P
satisfy 2222
123
()()()xp yp zp r'&'&' !. This is the equation of a sphere of radius r with
center at P.
Application:
Let ! be the angle between 12 3
,,vvvv!" #
! and 123
,,wwww!" #
!. It must be that
1
cos ( )
vw
vw
!'%
!
!!
!!. In particular, /2!"! if and only if 0vw%!
!! . The vectors v
! and w
! are
perpendicular if and only if 0vw%!
!! .
Application:
Let 123
(, , )Pppp! be some given point in a plane. Let ( , , )Qxyz! be an arbitrary point in the
same plane. The vectors 123
,,vxpypzp!" ' ' ' #
! are always in the plane. Let 0n+
!
! be a
fixed vector such that 0nv%!
!
!. Any such n
! is a normal vector to the plane. If , ,nABC!" #
!,
then 0nv%!
!
! is equivalent to 123
Ax By Cz Ap Bp Cp D&&! & & !.
Application:
Let ! be the angle between v
! and w
!. The quantity cosw!
! is the size of the adjacent side, in
pf2

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Math 232 Fall 2002 Write v^!^ !" v 1 (^) , v 2 (^) , v 3 #and 0^! !" 0, 0, 0#. Define v $ w !" v 1 (^) , v (^) 2 , v (^) 3 # $ " w 1 (^) , w 2 (^) , w 3 (^) #!" v 1 (^) $ w 1 (^) , v 2 (^) $ w 2 (^) , v 3 (^) $ w 3 # !! (^) and tv^!^! t " v 1 (^) , v 2 (^) , v 3 (^) #!" tv 1 (^) , tv 2 (^) , tv 3 #. The dot product is v^!^ % w!^! v w 1 1 (^) & v w 2 2 (^) & v w 3 3. The length is v^!^! v!^ % v!^. With t! 1/ v!^ , u!^! tv !has length 1. Let v^!^ and w^!^ span two sides of a triangle. Represent the third side by w^!^ ' v!^. Let the angle between v^!^ and w^!^ be given by_!. According to the Law of Cosines, it must be that w^!^ ' v!^2! w!^^2 & v!^2 ' 2 w!^ v!^ cos!. Expand and conclude that v^!^ % w!^! v!^ w!^ cos!_. The cross product is v^!^ ( w!^ !" v w 2 3 (^) ' v w 3 2 (^) , v w 3 1 (^) ' v w 1 (^) 3 , v w 1 2 (^) ' v w 2 1 #. Inspection reveals that w^!^ ( v!^! ' v!^ ( w!^ and v^!^ % ( v!^ ( w!^ )! w!^ % ( v!^ ( w!^ )! 0. The length of the cross product satisfies ) * ) * ) * ) * ) * ) * (^) ) *

(^2 2 3 3 2 2 3 1 1 3 2 1 2 2 )

1 2 3 2 1 2 3 2 1 1 2 2 3 3 2 2 2 2.

v w v w v w v w v w v w v w v v v w w w v w v w v w v w v w

In terms of the angle_!_ between v^!^ and w^!^ this is v^!^ ( w!^! v!^ w!^ sin_!. Application: Given two points P and Q let the vector p^!^ and the vector q^!^ go from the origin to P and Q respectively. Let v^!^! q!^ ' p!^. The parametric curve r t !( )^! p!^ & tv! traces a straight line, which passes through P when t! 0 and Q when t! 1. The midpoint of the straight line segment between P and Q is r! ( )^12! p!^ & 12 v^!! 12 ( p!^ & q !)^. If there is a mass mP at P and a mass mQ at Q , then the center of mass is (^) m (^) P &^1 m (^) Q ( m pP^!^ & m qQ!^ ). Application: Let P! ( p 1 (^) , p 2 (^) , p 3 )and Q! ( q 1 (^) , q 2 (^) , q 3 ). Connect P , Q so that v^!^ !" q 1 (^) ' p 1 (^) , q (^) 2 ' p 2 (^) , q (^) 3 ' p 3 #. The distance between P and Q is given by v^!^! v!^ % v!^! ( q 1 (^) ' p 1 (^) )^2 & ( q 2 (^) ' p 2 (^) )^2 & ( q (^) 3 ' p 3 )^2. All points ( , , ) x y z a distance r # 0 from P satisfy ( x ' p 1 (^) )^2 & ( y ' p 2 (^) )^2 & ( z ' p 3 )^2! r^2. This is the equation of a sphere of radius r with center at P. Application: Let!_ be the angle between v^!^ !" v 1 (^) , v 2 (^) , v 3 #and w^!^ !" w 1 (^) , w 2 (^) , w 3 #. It must be that

cos 1 (^ v^ w ) ! (^) v w ! '^ %

!!. In particular,!! " / 2 if and only if v^!^ % w!^! 0. The vectors v^!^ and w^!^ are

perpendicular if and only if v^!^ % w!^! 0. Application: Let P! ( p 1 (^) , p 2 (^) , p 3 )be some given point in a plane. Let Q! ( , , x y z )be an arbitrary point in the same plane. The vectors v^!^ !" x ' p 1 (^) , y ' p (^) 2 , z ' p 3 #are always in the plane. Let n + 0

be a fixed vector such that n!^ % v^ !! 0. Any such n^!^ is a normal vector to the plane. If n^!^ !" A B C , , #, then n!^ % v^ !! 0 is equivalent to Ax & By & Cz! Ap 1 (^) & Bp 2 (^) & Cp 3! D. Application: Let_!_ be the angle between v^!^ and w^!^. The quantity w^!^ cos_!_ is the size of the adjacent side, in

the direction of v^!^ , of a triangle with hypotenuse along w^!^. This value is u!^ % w! where u^!^ is a unit vector in the direction given by v^!^. The vector ( u!^ % w u !)!^ is the projection of w^!^ onto v^!^. Application: Let n^!^ !" A B C , , #be a normal vector to a plane Ax & By & Cz! D with p^!^ a vector pointing to a point ( p 1 (^) , p 2 (^) , p 3 )in the plane. Let u^!^ be the unit vector in the direction given by n^!^. The triangle created by p^!^ as the hypotenuse and u^!^ along one of the short sides has ( p!^ % u u! !) pointing to a point in the plane. All other points in the plane must be further away from the origin. It follows that the distance from the plane to the origin is p!^ % u != D / A^2 & B^2^ & C^2. The distance from the plane to a point ( q 1 (^) , q 2 (^) , q 3 )pointed to by q^!^ is the same formula with p^!^ ' q! replacing p^!^ so D! A p ( 1 (^) ' q 1 (^) ) & B p ( 2 (^) ' q (^) 2 ) & C p ( 3 (^) ' q 3 ). Application: Since v^!^! tw!^ if and only if v ( w! 0

, it follows that two vectors are parallel if and only if their cross product vanishes. Application: The area of the parallelogram spanned by v^!^ and w^!^ is given by v^!^ ( w!^. Application: The area of a triangle with vertices P! ( p 1 (^) , p 2 (^) , p 3 ), Q! ( q 1 (^) , q 2 (^) , q 3 ), and R! ( r 1 (^) , r 2 (^) , r 3 )is v^!^ ( w!^ / 2, where v^!^ !" q 1 (^) ' p 1 (^) , q 2 (^) ' p (^) 2 , q (^) 3 ' p 3 #and w^!^ !" r 1 (^) ' p 1 (^) , r 2 (^) ' p 2 (^) , r 3 (^) ' p 3 #represents two of its sides. Application: The parallelepiped spanned by u^!^ , v^!^ and w^!^ has volume u!^ % ( v!^ ( w !). Application: Visualize the vectors perpendicular to the line p!^ & tv !. Consider the opposite side in a right angle triangle with hypotenuse p^!^ and adjacent side tv^!^ for some t. With_!_ the angle between p^!^ and v^!^ , the length of the opposite side is p^!^ sin_!_. This value is equal to u^!^ ( p!^ where u^!^ is a unit vector in the direction given by v^!^. It follows that the distance from the line p!^ & tv! to the origin is u^!^ ( p!^. The distance from the line to some arbitrary point q^!^ is u^!^ ( ( p!^ ' q !)^. Application: Consider the two lines p!^ & tv! and q!^ & sw !. Visualize the triangle with hypotenuse p^!^ ' q!^ and adjacent side the perpendicular segment between the two lines. If the lines are parallel, then the distance between the two lines equals the distance from q^!^ to the first line. If the lines are not parallel, then the vector v ( w + 0

is perpendicular to both lines. Let_!_ be the angle between p^!^ ' q!^ and v^!^ ( w!^. The length of the opposite side of the triangle is p^!^ ' q!^ sin_!_. Let u^!^ be a unit vector in the direction given by v^!^ ( w!^. The distance between the two lines is u^!^ ( ( p!^ ' q !)^. Application: Suppose a line of direction v^!^ bounces of a surface with normal n^!^. The reflected line’s direction

w^!^ is given by w! v '2(^ v^ n^ % n^ ) nn

!!!^!^!