In mathematics , the contra-related representation or dual representation is an important aid in linear algebra , projective geometry and representation theory .
definition
For a given representation
ρ
:
G
→
GL
(
V
)
{\ displaystyle \ rho \ colon G \ to \ operatorname {GL} (V)}
one can use the dual representation
ρ
∗
:
G
→
GL
(
V
∗
)
{\ displaystyle \ rho ^ {*} \ colon G \ to \ operatorname {GL} (V ^ {*})}
in the dual vector space define by
V
∗
{\ displaystyle V ^ {*}}
(
ρ
∗
(
s
)
ν
)
(
v
)
=
ν
(
ρ
(
s
-
1
)
v
)
{\ displaystyle \ left (\ rho ^ {*} (s) \ nu \ right) (v) = \ nu \ left (\ rho (s ^ {- 1}) v \ right)}
for everyone and
s
∈
G
,
v
∈
V
{\ displaystyle s \ in G, v \ in V}
ν
∈
V
∗
.
{\ displaystyle \ nu \ in V ^ {*}.}
With this definition, the natural pairing between and applies
⟨
ν
,
v
⟩
: =
ν
(
v
)
{\ displaystyle \ langle \ nu, v \ rangle: = \ nu (v)}
V
∗
{\ displaystyle V ^ {*}}
V
:
{\ displaystyle V:}
⟨
ρ
∗
(
s
)
(
ν
)
,
ρ
(
s
)
(
v
)
⟩
=
⟨
ν
,
v
⟩
{\ displaystyle \ langle \ rho ^ {*} (s) (\ nu), \ rho (s) (v) \ rangle = \ langle \ nu, v \ rangle}
for all
s
∈
G
,
v
∈
V
,
ν
∈
V
∗
.
{\ displaystyle s \ in G, v \ in V, \ nu \ in V ^ {*}.}
Representation through matrices
After selecting a base and the canonical dual basis is by a matrix and by the transpose of the inverse matrix described, ie .
ρ
(
G
)
{\ displaystyle \ rho (g)}
A.
{\ displaystyle A}
ρ
∗
(
G
)
{\ displaystyle \ rho ^ {*} (g)}
ρ
∗
(
G
)
=
(
A.
T
)
-
1
{\ displaystyle \ rho ^ {*} (g) = (A ^ {T}) ^ {- 1}}
Proof : Let be a basis of and the dual basis of . Be
v
1
,
...
,
v
n
{\ displaystyle v_ {1}, \ ldots, v_ {n}}
V
{\ displaystyle V}
v
1
∗
,
...
,
v
n
∗
{\ displaystyle v_ {1} ^ {*}, \ ldots, v_ {n} ^ {*}}
V
∗
{\ displaystyle V ^ {*}}
G
v
i
=
∑
j
a
i
j
(
G
)
v
j
∈
V
{\ displaystyle gv_ {i} = \ sum _ {j} a_ {ij} (g) v_ {j} \ in V}
and
G
v
j
∗
=
∑
i
b
i
j
(
G
)
v
i
∗
∈
V
∗
{\ displaystyle gv_ {j} ^ {*} = \ sum _ {i} b_ {ij} (g) v_ {i} ^ {*} \ in V ^ {*}}
,
then
b
j
i
(
G
)
=
(
G
v
j
)
∗
v
i
=
v
j
∗
(
G
-
1
v
i
)
=
v
j
∗
(
∑
k
a
i
k
(
G
-
1
)
v
k
)
=
a
i
j
(
G
-
1
)
{\ displaystyle b_ {ji} (g) = (gv_ {j}) ^ {*} v_ {i} = v_ {j} ^ {*} (g ^ {- 1} v_ {i}) = v_ {j } ^ {*} \ left (\ sum _ {k} a_ {ik} (g ^ {- 1}) v_ {k} \ right) = a_ {ij} (g ^ {- 1})}
.
Unitary representations
If is a unitary representation , then is the complex conjugate representation .
ρ
{\ displaystyle \ rho}
ρ
∗
{\ displaystyle \ rho ^ {*}}
ρ
¯
{\ displaystyle {\ overline {\ rho}}}
example
Let and be the representation of defined by
G
=
Z
/
3
Z
{\ displaystyle G = \ mathbb {Z} / 3 \ mathbb {Z}}
ρ
:
Z
/
3
Z
→
GL
2
(
C.
)
{\ displaystyle \ rho \ colon \ mathbb {Z} / 3 \ mathbb {Z} \ to \ operatorname {GL} _ {2} (\ mathbb {C})}
Z
/
3
Z
{\ displaystyle \ mathbb {Z} / 3 \ mathbb {Z}}
ρ
(
0
¯
)
=
Id
,
ρ
(
1
¯
)
=
(
cos
(
2
π
3
)
-
sin
(
2
π
3
)
sin
(
2
π
3
)
cos
(
2
π
3
)
)
,
and
ρ
(
2
¯
)
=
(
cos
(
4th
π
3
)
-
sin
(
4th
π
3
)
sin
(
4th
π
3
)
cos
(
4th
π
3
)
)
.
{\ displaystyle \ rho ({\ overline {0}}) = {\ text {Id}}, \, \, \ rho ({\ overline {1}}) = \ left ({\ begin {array} {cc } \ cos ({\ frac {2 \ pi} {3}}) & - \ sin ({\ frac {2 \ pi} {3}}) \\\ sin ({\ frac {2 \ pi} {3 }}) & \ cos ({\ frac {2 \ pi} {3}}) \ end {array}} \ right), \, \, {\ text {and}} \, \, \ rho ({\ overline {2}}) = \ left ({\ begin {array} {cc} \ cos ({\ frac {4 \ pi} {3}}) & - \ sin ({\ frac {4 \ pi} {3 }}) \\\ sin ({\ frac {4 \ pi} {3}}) & \ cos ({\ frac {4 \ pi} {3}}) \ end {array}} \ right).}
Then the dual representation is given by:
ρ
∗
:
Z
/
3
Z
→
GL
(
(
C.
2
)
∗
)
{\ displaystyle \ rho ^ {*} \ colon \ mathbb {Z} / 3 \ mathbb {Z} \ to \ operatorname {GL} ((\ mathbb {C} ^ {2}) ^ {*})}
ρ
∗
(
0
¯
)
=
Id
,
ρ
∗
(
1
¯
)
=
(
cos
(
4th
π
3
)
sin
(
4th
π
3
)
-
sin
(
4th
π
3
)
cos
(
4th
π
3
)
)
,
and
ρ
∗
(
2
¯
)
=
(
cos
(
2
π
3
)
sin
(
2
π
3
)
-
sin
(
2
π
3
)
cos
(
2
π
3
)
)
.
{\ displaystyle \ rho ^ {*} ({\ overline {0}}) = {\ text {Id}}, \, \, \ rho ^ {*} ({\ overline {1}}) = \ left ( {\ begin {array} {cc} \ cos ({\ frac {4 \ pi} {3}}) & \ sin ({\ frac {4 \ pi} {3}}) \\ - \ sin ({\ frac {4 \ pi} {3}}) & \ cos ({\ frac {4 \ pi} {3}}) \ end {array}} \ right), \, \, {\ text {and}} \ , \, \ rho ^ {*} ({\ overline {2}}) = \ left ({\ begin {array} {cc} \ cos ({\ frac {2 \ pi} {3}}) & \ sin ({\ frac {2 \ pi} {3}}) \\ - \ sin ({\ frac {2 \ pi} {3}}) & \ cos ({\ frac {2 \ pi} {3}}) \ end {array}} \ right).}
literature
Bröcker, Theodor; tom Dieck, Tammo: Representations of compact Lie groups. Graduate Texts in Mathematics, 98. Springer-Verlag, New York, 1985. ISBN 0-387-13678-9
Fulton, William; Harris, Joe: Representation theory. A first course. Graduate Texts in Mathematics, Readings in Mathematics. 129. New York: Springer-Verlag, 1991. ISBN 978-0-387-97495-8
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