advanced31 min studyLesson 512 in Mathematics

Invariant subspaces and Maschke’s theorem

Average an arbitrary projection to build an invariant complement and identify the precise characteristic obstruction.

On this page

What you’ll understand

  • Prove complete reducibility when the group order is invertible in the field.
  • Compute an averaged equivariant projection.
  • Exhibit a subrepresentation without an invariant complement in modular characteristic.

An invariant subspace is a collection of vectors preserved by every symmetry in the action. Finding one does not automatically split the representation into independent pieces: an arbitrary vector-space complement may move into it. Maschke’s theorem supplies an invariant complement for a finite group when the characteristic of the field does not divide its order. Its proof is constructive, replacing an arbitrary projection with an averaged one. The denominator in that average is essential, and a small unipotent example shows what can fail when it is unavailable.

An invariant subspace is not yet a direct summand

A nonzero representation is irreducible if its only invariant subspaces are zero and the whole space. A representation is completely reducible, or semisimple, if it is a direct sum of irreducible subrepresentations. These definitions differ: a representation may contain an irreducible subspace without splitting around it. Finite dimensionality makes repeated splitting terminate once complements exist. Induct on dimension, splitting off a proper invariant subspace whenever the current piece is not irreducible.

Let the field be arbitrary for the moment and assume its characteristic does not divide the finite group order. Choose an invariant subspace and any linear projection onto it, by extending a basis. Conjugate that projection by every representing operator and average. Invariance guarantees that every conjugated map still lands in the chosen subspace and fixes that subspace pointwise. The average therefore retains both properties; this is why it remains a projection, although averaging arbitrary idempotents would not generally preserve idempotence.

P‾=1∣G∣∑g∈Gρ(g)Pρ(g)−1,P‾∣W=IW,P‾(V)⊂W,P‾2=P‾\overline P=\frac1{|G|}\sum_{g\in G}\rho(g)P\rho(g)^{-1},\qquad \overline P|_W=I_W,\quad \overline P(V)\subset W,\quad \overline P^2=\overline P
The hypotheses are finite G, finite-dimensional V, invariant W, a projection P onto W, and an invertible group order in the field.↔ Scroll wide equations horizontally.

Averaging creates equivariance

Conjugating the average by a fixed group element simply permutes its summands, so the averaged projection commutes with the whole action. Its kernel is consequently invariant. Every vector is the sum of its projected part and its difference from that projection, placing it in the sum of the chosen subspace and the kernel. Their intersection is zero because the projection is the identity on the first and zero on the second. This proves the invariant direct-sum decomposition and hence complete reducibility.

Over the complex numbers there is another useful averaging construction. Start with any positive definite Hermitian inner product and sum its translates under the action. The result is still positive definite and becomes invariant. Orthogonal complements in this new geometry are invariant, yielding the same splitting conclusion. The original coordinates need not make the matrices unitary, but an orthonormal basis for the averaged form does. This justifies using unitary matrices later without assuming that an arbitrary initial basis already has that property.

⟨v,w⟩G=1∣G∣∑g∈G⟨ρ(g)v,ρ(g)w⟩0,V=W⊕ker⁡P‾\langle v,w\rangle_G=\frac1{|G|}\sum_{g\in G}\langle\rho(g)v,\rho(g)w\rangle_0,\qquad V=W\oplus\ker\overline P
The Hermitian argument is specific to a suitable positive definite setting such as complex vector spaces. The projection argument works over every field with invertible group order.↔ Scroll wide equations horizontally.

Characteristic changes the conclusion

In characteristic a prime dividing the group order, division by the group order is impossible. This is a genuine obstruction rather than merely a failure of one proof. Over a field of characteristic p, let a generator of the cyclic group of order p act on a two-dimensional space by the identity plus the matrix with a single upper-right entry one. Its pth power is the identity, since the square of the added matrix is zero and the intermediate binomial coefficient p vanishes.

The first coordinate line is invariant, but no other line complements it invariantly. Any complementary line has a vector with nonzero second coordinate. Applying the nilpotent part sends that vector to a nonzero vector in the first coordinate line, which cannot lie in the complementary line. Thus the action is reducible and indecomposable. The characteristic hypothesis guarantees splitting for all representations; its failure does not mean every particular representation must fail to split. Trivial representations still decompose into trivial lines.

Repair an oblique projection

For the complex coordinate-swap action SS, let W=C(1,1)W=\mathbb C(1,1) and P=(2−12−1)P=\begin{pmatrix}2&-1\\2&-1\end{pmatrix}. Average P over the two group elements and split the vector (4,−2)(4,-2).

  1. The map sends (x,y)(x,y) to (2x−y,2x−y)(2x-y,2x-y) and fixes (z,z)(z,z), so it is a projection onto W despite being oblique. Conjugation gives SPS=(−12−12)SPS=\begin{pmatrix}-1&2\\-1&2\end{pmatrix}.

  2. Their average is P‾=12(1111)\overline P=\tfrac12\begin{pmatrix}1&1\\1&1\end{pmatrix}. Its kernel is the line spanned by (1,−1)(1,-1), which the swap preserves.

  3. The averaged projection sends (4,−2)(4,-2) to (1,1)(1,1). Subtracting gives (3,−3)(3,-3), so the desired decomposition is (4,−2)=(1,1)+(3,−3)(4,-2)=(1,1)+(3,-3). The original P would instead give (10,10)(10,10) and a noninvariant complementary direction.

The result

Averaging keeps the target invariant subspace and replaces an arbitrary complementary direction with the antisymmetric invariant line.

Explore the model

Interactive lab

Interactive lab · vectors

Compare the two invariant directions

Pause and Reset, then set both angle 4545 degrees and magnitude 11. Predict equal positive projections. Reset and set both angle −45-45 degrees and magnitude 11; predict equal magnitudes with opposite signs. These directions span the fixed and antisymmetric lines of the coordinate swap. The instrument displays directions and projections; compute the swap and averaged projection separately. Changing controls retains the clock, so use Reset for each fresh comparison.

Compare the two invariant directionsPlayback traces a fixed vector and its projections. Angle and magnitude set the geometry; the moving marker does not change them. Current readings: x component: 1.393; y component: 0.975; Magnitude: 1.7. All parameters are adjustable with the labeled controls below.−7.46−3.7303.737.46−3.5−1.7501.753.5xyvvₓ = 1.39
Vectorx / y projectionsTrace marker
x component
1.393
y component
0.975
Magnitude
1.7
t = 0 s

Playback traces a fixed vector and its projections. Angle and magnitude set the geometry; the moving marker does not change them. Parameter changes pause playback and recompute the model at the current elapsed time. Reset restores both parameters and returns time to zero. Playback starts paused. Adjust either parameter, then choose Play or Step.

Look forA complement must be invariant under the action, not merely linearly independent of the first subspace.

Check your understanding

Which statement is guaranteed for every finite-dimensional representation over a field F?

Try it yourself

Over F3\mathbb F_3, take J=(1101)J=\begin{pmatrix}1&1\\0&1\end{pmatrix}. Verify that it defines a C3C_3 action and show explicitly why the invariant line spanned by (1,0)(1,0) has no invariant complementary line.

Take a moment to make a prediction or work it out on paper. Open a hint when you need one.

Give me a hint

Write J as I + N and test a hypothetical complementary vector (a,b) with nonzero b.

Compare with the solution

Since N2=0N^2=0, J3=I+3N=IJ^3=I+3N=I in this field, while J≠IJ\ne I. Any complement is a line generated by (a,b)(a,b) with b≠0b\ne0. If invariant, it also contains J(a,b)−(a,b)=(b,0)J(a,b)-(a,b)=(b,0), a nonzero vector in the first coordinate line. That contradicts the zero intersection required of a complement. The issue is splitting, not the existence of an invariant subspace.

Take it with you

  • Invariant complements follow from averaging when the group order is invertible.
  • The common image and pointwise identity make the averaged map a projection.
  • In characteristic dividing the order, reducible actions can remain indecomposable.

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