A vector is in the orthogonal complement of a subspace if and only if it is orthogonal to every vector in a basis of the subspace.

Created almost 9 years ago, updated about 8 hours ago

If $w_1,\ldots,w_k$ span $W$, then $x\in W^\perp$ iff $\langle w_i,x\rangle=0$ for every $i$. One direction is immediate; the other follows by expanding any $w\in W$ as a combination of the spanning vectors. A basis is sufficient but not necessary for the test.

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