Math 2.0

Linear and multilinear algebra; matrix theory Definition

Projection

Builds on EndomorphismDirect sum of subspaces

Definition

Let FF be a field and let VV be a vector space over FF. A projection on VV is an endomorphism P ⁣:V→VP \colon V \to V with P∘P=PP \circ P = P.

Remarks

If PP is a projection, then V=im⁡P⊕ker⁡PV = \im P \oplus \ker P, and PP acts as the identity on im⁡P\im P. Conversely, for each direct sum V=U⊕WV = U \oplus W, the map u+w↦uu + w \mapsto u is a projection with image UU and kernel WW. If PP is a projection, then I−PI - P is the projection with image ker⁡P\ker P and kernel im⁡P\im P. In an inner product space, an orthogonal projection is a projection whose kernel is orthogonal to its image.

Reading path

To understand this page from the ground up, read these 7 pages in order. The foundations come first.

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  1. Vector space definition
  2. Linear map definition
  3. Linear subspace definition
  4. Endomorphism definition
  5. Sum of subspaces definition
  6. Direct sum of subspaces definition
  7. Projection definition

Where this leads

35 pages build on this one.

Further reading

  1. Web https://en.wikipedia.org/wiki/Projection_(linear_algebra), Definitions
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