A projection operator is a linear transformation that takes a vector space and maps it onto a subspace, while preserving the properties of orthogonality. It essentially finds the closest point in the subspace to any given vector, making it a crucial concept when working with orthogonal projections, where the projection is perpendicular to the subspace. Understanding projection operators is key to grasping how best to approximate vectors within certain constraints.
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