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