Action of an Operator with an Orthonormal Eigenbasis
lemmaAnalysisLinear Algebralem:orthonormal-eigenbasis-action-2026aLet together with be a complex inner product space with zero vector . Let be a natural number, let be the initial segment determined by , and let be an -tuple in that is an orthonormal basis of , with components . Let be an -tuple with components in the field of complex numbers, and let be a linear operator on satisfying
Such and exist whenever is finite-dimensional with and is self-adjoint, by Spectral Theorem for a Self-Adjoint Operator in Finite Dimensions.
Sums of vectors are finite sums in , and denotes the scalar multiple of by the complex number . Then the following hold.
1. (Diagonal action)
2. (Determination by the eigenbasis) If is a linear operator on with for every , then for every .
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