Math 2.0

Linear and multilinear algebra; matrix theory Definition

Invariant subspace

Builds on EndomorphismLinear 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. A subspace WW of VV is invariant under TT, or TT-invariant, when T(w)∈WT(w) \in W for all w∈Ww \in W.

Remarks

The subspaces 00 and VV, ker⁡T\ker T and im⁡T\im T, and each eigenspace of TT are TT-invariant. A line spanned by v≠0v \ne 0 is TT-invariant if and only if vv is an eigenvector of TT. If V=W1⊕W2V = W_1 \oplus W_2 with both WiW_i invariant, then the matrix of TT in an adapted basis is block diagonal.

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  1. Vector space definition
  2. Linear map definition
  3. Linear subspace definition
  4. Endomorphism definition
  5. Invariant subspace definition

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Further reading

  1. Web https://en.wikipedia.org/wiki/Invariant_subspace, For a single operator
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Kinddefinition
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MSC15A04, 47A15
DefinesInvariant subspace
UsesEndomorphism, Linear subspace

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