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A Review of Vector and Matrix Algebra: A Comprehensive Guide with Examples, Study Guides, Projects, Research of Mathematical Physics

mathematical_physics_2007_9.pdf

Typology: Study Guides, Projects, Research

Pre 2010

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10
A
REVIEW OF
VECTOR
AND
MATRIX
ALGEBRA
over
j
sums
over the columns. Thus, Equation
1.38
in matrix notation is
100
001
x.B-+[A]t[l][B]
=
[A1
A2
A31
[0
1
01
[ii]
=
[AIt[B].
(1.46)
The
Cross
Product
The cross or vector product between two vectors
a third vector
c,
which
is
written andB forms
-
C=AXB.
(
1.47)
The magnitude of the vector
e
is
where
8
is
the angle between the two vectors,
as
shown in Figure
1.4.
The direction
of
c
depends on the “handedness” of the coordinate system. By convention, the
three-dimensional coordinate system
in
physics
are
usually “right-handed.’’ Extend
the fingers of your right hand
straight,
aligned along the basis vector
61.
Now, curl
your fingers toward
&he
basis
vector
$2.
If
your
thumb
now points along
63,
the
coordinate system
is
right-handed. When the coordinate system
is
arranged
this
way,
the direction
of
the
cross
product follows a
similar
rule.
To
determine the direction
of
C
in Equation
1.47,
point your fingers along
A,
and curl them
to
point along
B.
Your
thumb
is
now pointing
in
the direction
of
e.
This
definition
is
usually called the
right-
hand
mle.
Notice, the direction of is always perpendicular to the plane formed
by
A
and
B.
If,
for some reason, we
are
using a left-handed coordinate system,
the definition for the cross product changes, and we must instead use a
left-hand
rule.
Because the definition of a cross product changes slightly when we move to
-
I
I
,
\
\
\
\
,
\
\
‘.
Figure
1.4
The
Cross
Product
-1
pf3

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10 A^ REVIEW^ OF^ VECTOR^ AND^ MATRIX^ ALGEBRA

over j sums over the columns. Thus, Equation 1.38 in matrix notation is

1 0 0

0 0 1

x. B - + [ A ] t [ l ] [ B ] = [A1 A2 A31 [0 1 01 [ii]

= [AIt[B]. (1.46)

The Cross Product The cross or vector product between two vectors

a third vector c, which is written

andB forms

  • C = A X B. ( 1.47)

The magnitude of the vector e is

where 8 is the angle between the two vectors, as shown in Figure 1.4. The direction

of c depends on the “handedness” of the coordinate system. By convention, the

three-dimensional coordinate system in physics are usually “right-handed.’’ Extend the fingers of your right hand straight, aligned along the basis vector 61. Now, curl

your fingers toward &he basis vector $ 2. If your thumb now points along 6 3 , the

coordinate system is right-handed. When the coordinate system is arranged this way, the direction of the cross product follows a similar rule. To determine the direction of C in Equation 1.47, point your fingers along A, and curl them to point along B. Your

thumb is now pointing in the direction of e. This definition is usually called the right-

hand mle. Notice, the direction of is always perpendicular to the plane formed

by A and B. If, for some reason, we are using a left-handed coordinate system, the definition for the cross product changes, and we must instead use a left-hand rule. Because the definition of a cross product changes slightly when we move to

I , I \

\ , \

Figure 1.4 The Cross Product

  • 1

VECTOR OPERATIONS 11

systems of different handedness, the cross product is not exactly a vector, but rather a pseudovector. We will discuss this distinction in more detail at the end of Chapter 4. For now, we will limit our discussion to right-handed coordinate systems, and treat the cross product as an ordinary vector. Another way to express the cross product is by using an unconventional determi- nant of a matrix, some of whose elements are basis vectors:

Expanding the determinant of quation 1.49 gives

This last expression can also be written using subscript/summation notation, with the introduction of the Levi-Civita symbol G j k :

where E i j k is defined as

  • 1 for ( i , j, k) = even permutations of (1,2,3)

if two or more of the subscripts are equal

1 for ( i , j, k) = odd permutations of (1,2,3). (1.52)

An odd permutation of (1,2,3) is any rearrangementof the three numbers that can be accomplished with an odd number of pair interchanges. Thus, the odd permutations of (1,2,3) are (2,1,3), (1,3,2), and (3,2,1). Similarly, the even permutations of (1,2,3) are (1,2,3), (2,3, l), and (3,1,2). Because the subscripts i , j , and k can each independently take the values (1,2,3), one way to visualize the Levi-Civita symbol is as the 3 X 3 X 3 array shown in Figure 1.5.

Figurr 1. 5 The 3 X 3 X 3 Levi-Civita Array