A projection operator is a linear operator on a vector space that maps vectors onto a subspace in such a way that the result is the closest point in that subspace. This operator has the property of being idempotent, meaning that applying it multiple times does not change the result beyond the first application. Projection operators are fundamental in understanding orthogonality and are crucial in various methods for approximating solutions to problems, including the Gram-Schmidt process.
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