Lean, informalized

Nielsen & Chuang · Chapter 2, Introduction to quantum mechanics · p. 71

Exercise 2.21 - An orthonormal basis of eigenvectors with real eigenvalues, and the converse

Hermitian means real and diagonal in an orthonormal basis.

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The Exercise

Let MM be a Hermitian operator on the state space VV of a quantum system. The exercise asks for the spectral decomposition of MM: VV has an orthonormal basis |1⟩,…,|d⟩|1\rangle,\dots,|d\rangle of eigenvectors of MM, where dd is the dimension of VV, and the eigenvalues λ1,…,λd\lambda_1,\dots,\lambda_d are real, so that M=∑iλi|i⟩⟨i|M = \sum_i \lambda_i |i\rangle\langle i| is diagonal in that basis.

Hermitian Operators

The space VV is any finite-dimensional inner product space, complex as in quantum mechanics or real, with inner product (⋅,⋅)(\cdot,\cdot).

The adjoint M†M^\dagger of an operator MM on VV is the operator on VV with (|v⟩,M|w⟩)=(M†|v⟩,|w⟩)\bigl(|v\rangle, M|w\rangle\bigr) = \bigl(M^\dagger|v\rangle, |w\rangle\bigr)(1) for all vectors |v⟩|v\rangle and |w⟩|w\rangle in VV. A Hermitian operator MM on VV, also called self-adjoint, is an operator equal to its adjoint, M†=MM^\dagger = M.

An orthonormal basis of VV is a basis |1⟩,…,|d⟩|1\rangle,\dots,|d\rangle of unit vectors orthogonal to one another, (|i⟩,|j⟩)=δij.\bigl(|i\rangle, |j\rangle\bigr) = \delta_{ij}.(2)

The Claim

The library states the decomposition as an equivalence.

Theorem 1. Let MM be an operator on VV. Then MM is Hermitian if and only if there are an orthonormal basis |1⟩,…,|d⟩|1\rangle,\dots,|d\rangle of VV and real numbers λ1,…,λd\lambda_1,\dots,\lambda_d such that M|i⟩=λi|i⟩for i=1,…,d.M|i\rangle = \lambda_i\,|i\rangle \qquad \text{for } i = 1,\dots,d.(3)✦

Its forward direction is the exercise.

What Is Checked

The library proves the equivalence of the theorem for every such space and every such operator.