Study Irreducible Representations of SU(2) Using Fourier Series
Introduction and Prerequisites
Representation theory is important in various branches of mathematics and physics. When studying representation of finite groups, we have quite some algebra and combinatorics. When differentiation (more precisely, smoothness) joins the party, we have Lie group, involving calculus, linear algebra, geometry and much more. Especially, theories around $SU(2)$ and $SO(3)$ are of great importance. On one hand, they are those simplest non-elementary and high-dimensional Lie groups. On the other hand, they describes rotations in $\mathbb{C}^2$ and $\mathbb{R}^3$ respectively, which is “physically realistic”. I believe students in physics have more to say.
In this post we develop a way to study irreducible representations of these two Lie groups, in a mathematician’s way. I try my best to make sure that everything is down-to-earth, and everything can be “reduced” to 19th (pre-modern) mathematics.
Nevertheless, the reader has to be assumed to be familiar with elementary languages of representation theory (and you know that, there are a lot of abuse of language), which I think is not a problem because otherwise you wouldn’t be reading this post. You need to recall eigenvalue theories in linear algebra, as well as Fourier series. We need the fact that the trigonometric system is complete. In other words trigonometric polynomials are dense in the space of continuous functions. $\def\sym{\operatorname{Sym}}$
We will first study $SU(2)$ and a first classification of irreducible representations of $SO(3)$ follows at once. This is because we have an isomorphism
This is to say, $SU(2)$ is a “double cover” of $SO(3)$. To see this, notice that $SU(2) \cong S^3$ and $SO(3) \cong \mathbb{R}P^3$ as Lie groups, meanwhile $\mathbb{R}P^3 \cong S^3/\{-1,1\}$ can be considered as the definition.
Of course, by representation we mean finite dimensional and unitary representations.
Irreducible Representations of the Special Unitary Group
Indeed it seems we have nowhere to start. Instead of trying to find all of them, we will try to work on seemingly immediate representations and it turns out that they are all we are looking for.
Let $V_0$ be the trivial representation on $\mathbb{C}$ and $V_1$ be the standard representation on $\mathbb{C}^2$, which is given by ordinary matrix multiplication. These representations are irreducible. We want to extend this family to $V_n$ for $n \ge 2$. It is natural to think about generate representations of higher dimensions through $V_1$. Here are several ways available.
Direct sum: $\bigoplus_{i=1}^{n}V_1$. The dimension is $2n$ and unfortunately, the representation is determined by each component so essentially there is no “new thing”.
Tensor product: $\bigotimes_{i=1}^{n}V_1$. The dimension is $2^n$ which is way too big.
Wedge product: $\bigwedge^{n}V_1$. It stops at $n=2$ and we have to deal with $u \wedge v = - v \wedge u$. This can be annoying.
Symmetric product: $\sym^{n}V_1$. The dimension is $n+1$ and it doesn’t stop. Besides, it can be understood as homogeneous polynomials of degree $n$ in two variables. This is a fantastic choice. Besides we have $\sym^0 V_1=V_0$ so nothing is abruptly excluded.
Spaces of Homogeneous Polynomials
Put $V_n=\sym^nV_1$, which can be understood as the space of homogeneous polynomials of degree $n$ in variables $z_1$ and $z_2$. $V_n$ therefore has a canonical basis
And we will make use of it later.
Definition of the representation
For each $g \in SU(2)$, we have a left action
In other words, $\rho(g)P(z)=P(zg)$ where $z=(z_1,z_2)$ and $zg$ is matrix multiplication. Each $g \in SU(2)$ has matrix representation
Then
When there is no confusion, we will write $gP(z)=P(zg)$, viewing $g$ itself as an automorphism of $V_n$. One can also replace $SU(2)$ with $GL(2,\mathbb{C})$ but we are not studying that bigger one.
Since $z \mapsto zg$ is a homogeneous map of degree $1$ as it is linear and is non-degenerate, we have $gP(z) \in V_n$. In other words, $V_n$ are $SU(2)$-invariant. We now have a well-defined representation. Note $V_0=\mathbb{C}$ so the representation is trivial, and $V_1=\mathbb{C}^2$ yields linear maps. Again, nothing is abruptly excluded. Even more satisfyingly, those $V_n$ are all irreducible.
Irreducibility
Proposition 1. The representations $V_n$ are irreducible.
Proof. By Schur’s lemma, we need to show that each $SU(2)$-equivariant automorphism $A$ of $V_n$ is a non-zero multiple of the identity, i.e. $A=\lambda I$ for some $\lambda \ne 0$. By definition, for each $g \in SU(2)$, we have $A\rho(g)P=\rho(g)AP$ for all $P \in V_n$. And for simplicity we write $Ag=gA$, realising $g$ as a linear transform of $V_n$, instead of an element of $SU(2)$.
The group $SU(2)$ can be complicated, but $U(1) \cong S^1$ is simple and can be considered as a subgroup of $SU(2)$ in two ways. We show that these two ways are just enough to expose the irreducibility of $V_n$.
First of all we embed $S^1$ into $SU(2)$ by
Call the matrix right hand side $g_a$. Then
for all $k$. This is to say, $P_k$ is the eigenvector corresponding to eigenvalue $a^{2k-n}$. As $g_aA=Ag_a$, information on eigenvalues and eigenvectors can help a lot so we dig into it first.
Since $\{P_k\}$ are linearly independent, under this basis, we have a matrix representation
but we don’t know how eigenspaces are spanned because we may have $a^j=a^k$ for $j \ne k$. However, the number $a$ can always be chosen that $a^{-n},a^{-n+2},\dots,a^n$ are pairwise distinct (for example, one can pick $a$ to be a primitive $m$-th root of $1$ and $m$ is big enough). As a result, $g_a$ has $n$ distinct eigenvalues. Therefore, the $a^{2k-n}$-eigenspace can only be generated by $P_k$.
On the other hand, by definition of $A$, we have
Hence $AP_k$ lies in $a^{2k-n}$-eigenspace. Therefore we have $AP_k=c_kP_k$ for some $c_k \ne 0$. In other words, $P_k$ is the $c_k$-eigenvector of $A$. We obtain another matrix representation under the basis $\{P_k\}$
We want this matrix to be a scalar matrix. The result follows from another embedding of $U(1)$ into $SU(2)$. Note $a \in S^1$ can be determined by $t \in [0,2\pi)$, and we therefore have a matrix
Still we have $Ag_t=g_tA$. As we can see,
This follows from our observation on eigenvalues. Next, we immediately use the eigenvalue $c_n$ to obtain
This is the definition of $g_tP_n$. Comparing coefficients of $P_k$, we must have $c_k=c_n$ for all $0 \le k \le n$. Recall that $\{P_k\}$ is a basis so coefficients must be unique for a given vector. But we have already obtained what we want: $A=c_n I$. $\square$
Characters and Fourier Transform
So far we have used diagonalisation of representations of $SU(2)$ but the diagonalisation of $SU(2)$ itself is not touched yet. Neither have we made use of character functions. So now we invite them to the party.
Let’s recall diagonalisation in $SU(2)$. Pick $g \in SU(2)$. First of all it is diagonalisable. Let $\lambda_1$ and $\lambda_2$ be their two eigenvalues, then $|g|=\lambda_1\lambda_2=1$. Therefore we have
where $\lambda$ is one of the eigenvalues of $g$. Since the diagonalised matrix is still in $SU(2)$, we have $|\lambda|=1$, i.e., $\lambda \in S^1$. We therefore write $g \sim e(t) \sim e(-t)$ where
We see, $e(s) \sim e(t)$ if and only if $s = \pm t \mod 2\pi$. By periodicity of $\exp$ function, we also see $e(t)$ is in particular $2\pi$-periodic. If $f:SU(2) \to \mathbb{C}$ is a class function, then $f \circ e:\mathbb{R} \to \mathbb{C}$ is an even $2\pi$-periodic function. Conversely, given an even $2\pi$-periodic function $h:\mathbb{R} \to \mathbb{C}$, we can recover it as a class function, and the process is as follows.
Define $\Lambda:SU(2) \to S^1$ sending $g \in SU(2)$ to the eigenvalue of $g$ with non-negative imaginary part (one can also pick non-positive one, because $h$ is even). Then $E:SU(2) \to [0,\pi]$ given by $g \mapsto \frac{1}{i}\log\Lambda(g)$ is a well defined function sending $g$ into $\mathbb{R}$ and $h \circ E:SU(2) \to \mathbb{C}$ is a class function. Besides we have $E \circ e(t)= \pm t \mod 2\pi$ and $e \circ E(g)$ is the diagonalisation of $g$. Therefore $h \circ E \circ e(t)=h(t)$ and $f \circ e \circ E(g)=f$ as is expected.
With help of this $e(t)$ and $E(t)$, we have this correspondence
Recall that the space on the right hand side has a countable uniform basis
In other words, $\{\cos{nt}\}_{n \ge 0}$ spans a dense subspace. This is about the completeness of trigonometric system. Since there are only even functions, $\sin{nt}$ are excluded. For a reference to the completeness, one can check 4.25 Real and Complex Analysis by W. Rudin.
For class functions, we certainly want to know about characters. Let $\chi_n$ be the character of $V_n$, then
When $t \in \pi\mathbb{Z}$, then $\chi_n(e(t)) \in \mathbb{Z}$. Otherwise, as a classic exercise in calculus, we have
We have $\kappa_0(t)=1$. For $\kappa_n(t)$ when $n >0$, we have
We see $\kappa_1(t)=2\cos{t}$. By induction, every $\kappa_n(t)$ is a polynomial in variables $1,\cos{t},\dots,\cos{nt}$. Therefore $\{\kappa_n(t)\}_{n \ge 0}$ spans the same space as $\{\cos{nt}\}_{n \ge 0}$, which is dense in the space of even $2\pi$-periodic functions. Note the $\kappa_n(t)$ are linearly independent, because the leading term is $\cos{nt}$.
The argument above shows that $\chi_n$ spans a dense subspace in the space of class functions. In other word, $\chi_n$ is the Fourier basis of class functions. As we all know, Fourier series is powerful. Let’s see how powerful it is in the calculus of Lie group $SU(2)$ itself.
Proposition 2. For continuous class function $f:SU(2) \to \mathbb{C}$, we have
Proof. On one hand, since the $V_n$ are irreducible, by fixed point theorem of representations,
Here, for a group $G$ and a representation $V$, $V^G$ is the fixed point set, i.e. the space of elements that are fixed by the action of $G$ on $V$. Since $\chi_n$ is irreducible, fixed points can only be $0$ unless the representation itself is trivial. Now we move on and check the right hand side.
On the right hand side we are looking for even $2\pi$-periodic continuous functions, reflecting the denseness of $\kappa_n(t)$. However we have $\int_{-\pi}^{\pi}\kappa_1(t)dt=\pi$ so it does not vanish on $n>0$. However, if we multiply it by $\sin^2{t}$, then it is transformed into the form $\sin{mt}\sin{nt}$ and we are familiar with this orthonormality. More precisely,
Since the functional $h \mapsto \frac{1}{2\pi}\int_{-\pi}^{\pi}h\sin^2{t}dt$ is continuous in the uniform topology and $\kappa_n$ spans a dense subspace, the result is now obtained. $\square$
Finally, surprisingly and satisfyingly enough, the denseness have actually axed out all other possibilities of irreducible representation. In other words, our search in symmetric products is optimal. We can see this through Parseval’s identity. This is the heart of this blog post.
Proposition 3. Every irreducible representation of $SU(2)$ is isomorphic to one of the $V_n$.
Proof. Suppose we have a character that is different from all of the $\chi_n$. Then the orthonormality shows that $\langle \chi,\chi_n \rangle = 0$ for all $n \ge 0$ and $\langle \chi,\chi \rangle=1$. Now let’s see why this is absurd.
Since $\{\chi_n\}_{n \ge 0}$ spans a dense subspace in the space of class functions, we actually have
Therefore
and
It is impossible to have the sum of $0$ to be $1$. $\square$
Irreducible Representations of the Special Orthonormal Group (First Classification)
Now we head to $SO(3)$. In fact the result follows immediately from the surjection
We have $\ker\pi=\{-I,I\}$. Let $W$ be a representation of $SO(3)$, i.e., we have a map
Then
by $g \mapsto \rho(\pi(g))$ is an induced representation, and we write $\pi^\ast W$. If $W$ is irreducible, then $\pi^\ast W$ is also irreducible. In particular, $\pi^\ast\rho(-I)=\operatorname{id}_W$.
On the other hand, if $\vartheta:SU(2) \to GL(V)$ is an irreducible representation where $\vartheta(-I)=\operatorname{id}_V$, then we have an associated representation
given by $g\ker\pi \mapsto \vartheta(g)$. Let’s denote it by $\pi_\ast V$. Again, if $V$ is irreducible, then $\pi_\ast V$ is irreducible.
Therefore we have realised a correspondence
So it remains to determine those of $SU(2)$. Let $\rho_n:SU(2) \to GL(V_n)$ be an irreducible representation, then
because $P \in \mathbb{C}[z_1,z_2]$ is homogeneous of degree $n$. Therefore $-I$ acts as an identity if and only if $n$ is even. We obtain
Proposition 4. Every irreducible representation of $SO(3)$ is of the form
where $V_{2n}$ is described in proposition 2.
This is, of course, just a first classification. But to introduce a classification as explicit as what we have done for $SU(2)$, there has to be another post. As a quick overview, here is the result.
Let $P_{\ell}$ be the complex vector space of homogeneous polynomials in three variables of degree $\ell$, which can be considered as functions on $\mathbb{R}^3$ immediately. This setting makes sense immediately, just as what we have done for $SU(2)$. Then, in fact,
This is to say, $W_\ell$ can be understood as harmonic homogeneous polynomials in $\mathbb{R}^3$, which can also be considered to be uniquely determined on the unit sphere $S^2$.
Reference
- Tendor Bröker and Tammo tom Dieck, Representations of Compact Lie Groups.
- Walter Rudin, Real and Complex Analysis, 3rd Edition.
Study Irreducible Representations of SU(2) Using Fourier Series