Math 2.0

definition

Restriction of an endomorphism to an invariant subspace

Definition

Let FF be a field, let VV be a vector space over FF, and let T ⁣:V→VT \colon V \to V be an endomorphism. Let WW be a TT-invariant subspace of VV. The restriction of TT to WW is the endomorphism T∣W ⁣:W→W,T∣W(w)=T(w).T|_W \colon W \to W, \qquad T|_W(w) = T(w).

Remarks

The map is well defined because T(W)⊆WT(W) \subseteq W, and it is linear. If VV is finite-dimensional, then the characteristic polynomial of T∣WT|_W divides that of TT. Take a basis of VV that extends a basis of WW. In this basis, the matrix of TT is block upper triangular, and its first diagonal block is the matrix of T∣WT|_W.

Explanations

L1 human

If a map keeps a subspace inside itself, then it is also a map of that subspace. This smaller map is the restriction. Its eigenvalues are some of the eigenvalues of the original map.

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  1. Vector space definition
  2. Linear map definition
  3. Linear subspace definition
  4. Endomorphism definition
  5. Invariant subspace definition
  6. Restriction of an endomorphism to an invariant subspace definition

Sources

  1. Web https://en.wikipedia.org/wiki/Invariant_subspace, For a single operator