title: First and second fundamental theorems of invariant theory
text: # First and second fundamental theorems of invariant theory
  
  In algebra, the first and second fundamental theorems of invariant theory concern the generators and the relations of the ring of invariants in the ring of polynomial functions for classical groups (roughly the first concerns the generators and the second the relations). The theorems are among the most important results of invariant theory.
  
  Classically the theorems are proved over the complex numbers. But characteristic-free invariant theory extends the theorems to a field of arbitrary characteristic.
  
  ## First fundamental theorem
  
  The theorem states that the ring of $GL(V)$-invariant polynomial functions on ${V^{*}}^{p}\times V^{q}$ is generated by the functions $\langle \alpha _{i}|v_{j}\rangle$, where $\alpha _{i}$ are in $V^{*}$ and $v_{j}\in V$.
  
  ## Second fundamental theorem for general linear group
  
  Let V, W be finite dimensional vector spaces over the complex numbers. Then the only $\operatorname {GL} (V)\times \operatorname {GL} (W)$-invariant prime ideals in $\mathbb {C} [\operatorname {hom} (V,W)]$ are the determinant ideal $I_{k}=\mathbb {C} [\operatorname {hom} (V,W)]D_{k}$ generated by the determinants of all the $k\times k$-minors.
  
  