Proof Sketch of Highest Weight Classification
We outline the proof that dominant integral weights classify finite-dimensional irreducible representations.
For a semisimple Lie algebra over :
- Every finite-dimensional irreducible representation has a unique highest weight
- This highest weight is dominant and integral
- For each , there exists a unique (up to isomorphism) finite-dimensional irreducible with highest weight
Step 1: Existence of highest weight
Let be a finite-dimensional irreducible representation. Fix a Cartan subalgebra and decompose:
Since is finite-dimensional, there are finitely many weights. Choose a maximal weight (with respect to some fixed ordering).
For any positive root , the weight space must be zero (otherwise wouldn't be maximal).
Therefore for all , so any non-zero is a highest weight vector.
Step 2: Highest weight is unique
If had two linearly independent highest weight vectors with weights , then the submodule generated by would be a proper non-zero submodule, contradicting irreducibility.
Step 3: Highest weight is dominant and integral
For any simple root , consider the -triple corresponding to .
The highest weight vector generates a finite-dimensional -representation, which must be irreducible of dimension for some .
From representation theory: .
Thus (integrality and dominance).
Step 4: Construction via Verma modules
For , construct the Verma module .
has a unique maximal proper submodule . Define:
This quotient is irreducible with highest weight .
Step 5: Finite-dimensionality
To show is finite-dimensional when , use:
- Weight multiplicities: Bounded by Weyl group orbit size
- Freudenthal's formula: Recursive formula shows finitely many weights
- Casimir action: The Casimir element acts as a scalar, constraining the module
The key is that integrality and dominance ensure the -subalgebras act with finite-dimensional irreducibles, forcing global finite-dimensionality.
Conclusion: The map establishes a bijection .
The full proof requires:
- Structure theory: Cartan decomposition, root space decomposition
- theory: Classification of finite-dimensional representations
- Universal enveloping algebra: PBW theorem and module theory
- Casimir elements: Central elements and Schur's Lemma
Modern approaches use:
- Geometric: Borel-Weil theorem realizes representations via line bundles
- Categorical: BGG category and Kazhdan-Lusztig theory
- Quantum: Crystal bases provide combinatorial models