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be determined by checking the property on a single ordered basis. In the case of an
arbitrary linear transformation from a vector space to itself there is another simple
test for when it is orientation preserving or reversing.
1.6.6. Theorem. Let V be a vector space and let T : V Æ V be a nonsingular linear
transformation. The transformation T is orientation preserving if and only if
det(T) > 0.
Proof.
This theorem follows immediately from the definitions that are involved.
1.6.7. Theorem.
Let V be a vector space and let T, T i : V Æ V be nonsingular linear
transformations.
(1) The transformation T is orientation preserving if and only if T -1 is.
(2) Let T = T 1
...
T k : V Æ V . The transformation T is orientation preserv-
ing if and only if the number of transformations T i that are orientation revers-
ing is even.
T 2
Proof. This theorem is an immediate consequence of Theorem 1.6.6 and the
identities
1
(
) =
...
-
1
() =
() ( )
( )
det
T
and
det
T
det
T
det
T
det
T k
.
1
2
()
det
T
Definition. Let X be a plane in R n with basis v 1 , v 2 ,..., v k . An orientation of X
is an orientation of the linear subspace aff({ v 1 , v 2 ,..., v k }) (which is X translated
to the origin) of R n . An oriented plane is a pair ( X ,s), where X is a plane and s is
an orientation of X . The expression “the plane X oriented by (the ordered basis)
( w 1 , w 2 ,..., w k )” will mean the oriented plane ( X , [ w 1 , w 2 ,..., w k ]). An oriented line is
often called a directed line .
An oriented plane ( X ,s) will often be referred to simply as the “oriented plane X .”
In that case the orientation s is assumed given but just not stated explicitly until it is
needed. The orientation of an oriented line is defined by a unique unit direction
vector.
Normally, although they seem to make sense, expressions such as “the angle
between two lines” or “the angle between two planes in R 3 ” are ambiguous because
it could mean one of two angles. In the oriented case one can make sense of that
however.
Definition. Let ( X ,s) and ( Y ,t) be oriented hyperplanes in R n . Let s=[ v 1 , v 2 ,...,
v n-1 ] and t=[ w 1 , w 2 ,..., w n-1 ]. If v n and w n are normal vectors for X and Y , respec-
tively, with the property that ( v 1 , v 2 ,..., v n ) and ( w 1 , w 2 ,..., w n ) induce the standard
orientation of R n , then the angle between the vectors v n and w n is called the angle
between the oriented hyperplanes ( X ,s) and ( Y ,t).
The angle between oriented hyperplanes is well defined (Exercise 1.6.5).
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