Why does the existence of a -invariant inner product ensure that the orthogonal complement of a -invariant subspace is also -invariant?
Conditions
- is a -invariant subspace ( for all ).
- The inner product on is -invariant ().
- .
Reasoning, step by step
- Take an arbitrary and .
- Fix an arbitrary .
- Use the representation property to write .
- Apply the -invariant inner product condition to get .
- Note that because is -invariant.
- Conclude that because .
- Deduce that , so is -invariant.
Example
The video proves this by showing the chain , leveraging the invariance of both and the inner product.
Common misconceptions
- Assuming that any inner product makes orthogonal complements invariant; the invariance of the inner product is crucial.
- Forgetting to use the inverse element when transferring the group action from one argument to the other.
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A group-invariant inner product on the representation space is defined by the condition that applying the same group element to both vectors does not change their inner product. Mathematically, this is expressed as for all and all .
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The decomposition terminates because the dimension of the representation space is finite. At each step, a proper nonzero -invariant subspace is split off, leaving a complementary invariant subspace .
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