Orthogonal complement
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[hide]Definition
Let ((X,K),⟨⋅,⋅⟩) be an inner-product space and let L be a vector subspace of the vector space (X,K)[Note 1], then we may define the orthogonal complement of L, denoted L⊥, as follows[1]:
- L⊥:={x∈X | ∀y∈L[⟨x,y⟩=0] } - notice that ⟨x,y⟩=0 is the definition of x and y being orthogonal vectors, thus:
- the orthogonal complement is all vectors which are orthogonal to the entire of L.
Properties
- The orthogonal complement of a vector subspace is a vector subspace - L⊥ is a vector subspace of (X,K).
- The orthogonal complement of a vector subspace is a topologically closed set - L⊥ is a closed set with respect to the topology induced by the inner product[Note 2]
Notes
- Jump up ↑ TODO: Can we relax this to a subset maybe?
- Jump up ↑ The topology we consider (X,⟨⋅,⋅⟩) with is the topology induced by the metric d(x,y):=∥x−y∥ which is the metric induced by the norm ∥x∥:=√⟨x,x⟩ which itself is the norm induced by the inner product ⟨⋅,⋅⟩