I am learning about classical invariant theory, and I have a question about Reynolds operator. The book I am reading is $\ulcorner$Classical Invariant Theory$\lrcorner$ written by Hansepter Kraft, Claudio Procesi. If you want, you can download it here.
Consider an infinite field $K$ and a group $G$ and a finite dimensional G-module W and its coordinate ring $K[W]$, and assume that the representation of $G$ on $K[W]$ is completely reducible.
In the textbook, they define a canonical G-equivariant linear projection $R:K[W]\rightarrow K[W]^G$ and call it a Reynolds operator. ($K[W]^G$ is a ring of invariants)
They asserts that $R(hf)=hR(f)$ holds for $h\in K[W]^G$, $f\in K[W]$, and this property is crucial in proof of Hilbert's finiteness result for invariants. (p.13 Theorem 1 in the textbook) But I cannot figure out why this relation holds. Actually, it is one of its exercise to prove the equation in a little more general setting. (p.13 Exercise 30)
- Let $A$ be a (commutative) algebra and let $G$ be a group of algebra automorphisms of $A$. Assume that the representation of $G$ on $A$ is completely reducible. Then the subalgebra $A^G$ of invariants has a canonical $G$-stable complement and the corresponding $G$-equivariant projection $p:A\rightarrow A^G$ satisfies the relation $p(hf)=hp(f)$ for $h\in A^G$, $f\in A$.
I have two questions. First, what does a canonical $G$-stable complement mean? Indeed complete reducibility ensures the existence of a $G$-stable complement, but how can we 'construct' such complement of $A^G$?
Second, how can we show that $p(hf)=hp(f)$ for $h\in A^G$, $f\in A$ ? I tried to prove that the complement is stable under multiplication by $h\in A^G$, but couldn't make any progress.
Any helps, comments, suggestions will be appreciated. Thank you for reading.
SeanC has already addressed your second question so I'll just address your first one. I think Sean is being a bit too pessimistic. In general if $V$ is any $G$-representation then we have a canonical inclusion $i : V^G \to V$ of invariants and also a canonical quotient $q : V \to V_G$ to coinvariants (the quotient of $V$ by the equivalence relation $gv \sim v$). These compose to give a canonical map
$$q \circ i : V^G \to V_G.$$
If $V$ is completely reducible then this map is an isomorphism (exercise), so we can consider its inverse $(q \circ i)^{-1} : V_G \to V^G$. This lets us define a map
$$(q \circ i)^{-1} \circ q : V \to V^G$$
which, by construction, splits the inclusion $i : V^G \to V$. This means we have a canonical idempotent
$$R = i \circ (q \circ i)^{-1} \circ q : V \to V$$
whose image is $V^G$; this is the Reynolds operator. The kernel of $R$ is then the desired canonical $G$-equivariant complement of $V^G$. ("Canonical" here can be strengthened to "unique.") To connect this up with Sean's answer, $\text{ker}(R)$ can equivalently be defined as the sum of all nontrivial simple subrepresentations of $V$, or as the maximal subrepresentation of $V$ containing no nonzero invariant vector, and this (together with the fact that $R$ is an idempotent with image $V^G$) uniquely determines $R$.
This is quite abstract, so it's worth knowing for concreteness that if $G$ is a finite group and $K$ is a field of characteristic not dividing the order of $G$ (which implies that every $G$-representation is completely reducible by Maschke's theorem) then $R$ is given explicitly by the averaging operator
$$R(v) = \frac{1}{|G|} \sum_{g \in G} gv.$$
You can also gain some intuition for the relationship between invariants and coinvariants, and for the map $(q \circ i)^{-1}$, by considering the following special case: suppose $G$ is a finite group and $K$ a field of characteristic not dividing $|G|$ as above, and let $V$ be a permutation representation given by taking the free $K$-vector space on a set $X$ on which $G$ acts. Then $V^G$ has a basis given by sums over the orbits of $G$ acting on $X$, while $V_G$ has a basis given by the orbits themselves, each member of which has been identified. The map $(q \circ i)^{-1} : V_G \to V^G$ then sends an orbit $O$ to $\frac{1}{|O|} \sum_{o \in O} o$, which is equal to $\frac{1}{|G|} \sum_{g \in G} go$ for any $o \in O$. (This special case is also a nice example of what happens if we don't assume complete reducibility: if $G$ and $X$ are infinite in this construction then $V^G$ has a basis given by sums over finite orbits while $V_G$ still has a basis given by all orbits, so $q \circ i : V^G \to V_G$ is not an isomorphism if there are infinite orbits.)
When $K = \mathbb{R}$ or $\mathbb{C}$ and $G$ is a compact Lie group acting on a finite-dimensional $V$ then there is a generalization of the above formula involving averaging over $G$ with respect to Haar measure.