Representation Theory
Table of Contents
1. Representation
1.1. Definition
It is a pair \( (V, \rho_V )\) of vector space \( V \) and a homomorphism \( \rho_V\colon A \to \mathrm{GL}(V) \) form an algebra \( A \) to a set invertable linear maps \( \mathrm{GL}(V) \).
- If the homomorphism is clear from the context, the vector space alone might be called the representation.
- The image of the algebra can be called the action of the algebra (or group, etc.).
1.1.1. Faithful Representation
A representation is called faithful, if \( \rho \) is injective.
1.1.2. Irreducible Representation
A representation is called irreducible, if there does not exists a subspace of \( V \) fixed by the action of \( A \) other than the trivial space and \( V\) itself.
If such an subspace exists it is called the subrepresentation, with the homomorphism clearly being the homomorphism restricted to the subspace.
One way to find the irreducible representation is to find the basis that diagonalizes all the matrices.
1.1.3. Indecomposable Representation
A representation \( V \) is called indecomposable if \( V \) cannot be written as a direct sum of two subrepresentations.
Irreducible representation is automatically indecomposable.
1.1.4. Regular Representation
Roughly, a representation that consists of permutation matrices. Since every group is a subgroup of the group of permutation, it always exists.
A representation on itself.
1.1.5. Module
A left module of \( A \) is a \( K \)-vector space with an action \( \cdot \colon A\times V \to V \) such that:
- Unitality: \( \exists 1 \in A, \forall v\in V, 1\cdot v = v \)
- Associativity: \( \forall g,h \in A, h\cdot (g\cdot v) = hg\cdot v \)
- Linearity: \( \forall g \in A, \forall v, w\in V, \forall a, b \in K, g\cdot (av+ bw) = ag\cdot v + bg\cdot w\)
Right module is similarly defined as well.
1.2. Properties
- The irreducible representation of commutative algebra is one dimensional.
2. Shur's Lemma
2.1. Equivariant Map
A linear map \( f\colon V\to W \) is called an equivariant map (or \( G \)-linear map), if is commutes with the action of \( A \): \[ f\circ \rho_V = \rho_W\circ f. \]
2.2. Statement
If two vector space \( V, W \) are not isomorphic, then the equivariant map has to be trivial: \( f\colon v\mapsto 0_W \).
2.3. Implications
It shows that a non-trivial equivariant map establishes isomorphism between two representations. The vector spaces has to be isomorphic by the theorem and the homomorphism has to be isomorphic by the definition of the equivariant map.
3. Character
3.1. Definition
It is the trace of the representation: \( \chi = \mathrm{tr}\circ \rho \).
- Character is not a homomorphism in general.
- It is an element of the group ring \( K^G \) or equivalently \( K[G] \)
3.1.1. Degree
The degree of a character is the dimension of \( \rho[G] \).
- If the characteristic is zero, the degree is equal to \( \chi(1) \).
- A character of degree 1 is called linear.
3.1.2. Kernel
For a finite group \( G \) and characteristic zero field \( F \), the kernel of the character \( \chi_\rho \) is the normal subgroup \[ \ker \chi_\rho := \{ g\in G \mid \chi_\rho(g) = \chi_\rho(1) \} \] which is precisely the kernel of the representation \( \rho \).
3.1.3. Irreducible Character
Or simple character
It is the trace of an irreducible representation.
3.2. Properties
- Since the trace is basis independent and the isomorphism is established by the change of basis,
isomorphic representations have the same character.
- Furthermore, over a field of characteristic 0, two representations are isomorphic if and only if they have the same character.
- linear algebra - 2 complex representations have the same character iff they a…
- \( \chi_{\rho\oplus \sigma} = \chi_\rho + \chi_\sigma \)
- \( \chi_{\rho\otimes \sigma } = \chi_\rho \cdot \chi_\sigma \)
- Character is a class function, because the eigenvalue is preserved under conjugation.
- Every character value \( \chi(g) \) is a sum of \(n\) \(m\)-th root of unity, where \( n\) is the degree, and \( m \) is the order of \( g\).
- If \( \operatorname{char} K \) does not devide \( | G| \), The number of irreducible characters of \( G\) is equal to the number of conjugacy classes of \( G \).
3.3. Character Table
- The number of distint irreducible representations is equal to the number of conjugacy classes.
\[ \sum_i\chi_i(e)^2 = |G|. \] It is because \( \chi_i(e)^2 \) is the dimension of the \( i \)th representation, and the direct sum of all distinct irreducible representation must be isomorphic to the group itself.
4. Class Function
4.1. Definition
- class function is any function that has it constant value on a conjugacy class.
4.2. Properties
- It is the center of the group ring \( K[G] \).
5. Group Ring
5.1. Definition
Set of mapping \( f\colon G\to K \) from a group \( G \) to a field \( K \) of finite support, for which the addition and scalar product are defined canonically, and the multiplication is defined by: \[ f\cdot g: x\mapsto \sum_{uv = x} f(u)g(v). \] This comes from the analogy to the polynomial ring, of the formal linear combinations of elements of \( G \) \[ \sum_{g\in G} f(g) g. \]
5.2. Properties
- It is a free module and ring at the same time.
6. Shur's Orthogonality Thoerem
6.1. Statement
On a natural inner product space of complex-valued class functions of a finite group \( G \) with the inner product: \[ \langle \alpha, \beta \rangle := \frac{1}{|G|} \sum_{g\in G} \alpha(g)\overline{\beta{g}} \] the irreducible characters form an orthonormal basis.