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Bra–ket notation
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==Linear operators== {{see also|Linear operator}} ===Linear operators acting on kets=== A linear operator is a map that inputs a ket and outputs a ket. (In order to be called "linear", it is required to have [[linear operator|certain properties]].) In other words, if <math>\hat A</math> is a linear operator and <math>|\psi\rangle</math> is a ket-vector, then <math>\hat A |\psi\rangle</math> is another ket-vector. In an <math>N</math>-dimensional Hilbert space, we can impose a basis on the space and represent <math>|\psi\rangle</math> in terms of its coordinates as a <math>N \times 1</math> [[column vector]]. Using the same basis for <math>\hat A</math>, it is represented by an <math>N \times N</math> complex matrix. The ket-vector <math>\hat A |\psi\rangle</math> can now be computed by matrix multiplication. Linear operators are ubiquitous in the theory of quantum mechanics. For example, observable physical quantities are represented by [[self-adjoint operator]]s, such as [[energy]] or [[momentum]], whereas transformative processes are represented by [[unitary operator|unitary]] linear operators such as rotation or the progression of time. ===Linear operators acting on bras=== Operators can also be viewed as acting on bras ''from the right hand side''. Specifically, if {{math|'''''A'''''}} is a linear operator and {{math|{{bra|''φ''}}}} is a bra, then {{math|{{bra|''φ''}}'''''A'''''}} is another bra defined by the rule <math display="block">\bigl(\langle\phi|\boldsymbol{A}\bigr) |\psi\rangle = \langle\phi| \bigl(\boldsymbol{A}|\psi\rangle\bigr) \,,</math> (in other words, a [[function composition]]). This expression is commonly written as (cf. [[energy inner product]]) <math display="block">\langle\phi| \boldsymbol{A} |\psi\rangle \,.</math> In an {{math|''N''}}-dimensional Hilbert space, {{math|{{bra|''φ''}}}} can be written as a {{math|1 × ''N''}} [[row vector]], and {{math|'''''A'''''}} (as in the previous section) is an {{math|''N'' × ''N''}} matrix. Then the bra {{math|{{bra|''φ''}}'''''A'''''}} can be computed by normal matrix multiplication. If the same state vector appears on both bra and ket side, <math display="block">\langle\psi|\boldsymbol{A}|\psi\rangle \,,</math> then this expression gives the [[expectation value (quantum mechanics)|expectation value]], or mean or average value, of the observable represented by operator {{math|'''''A'''''}} for the physical system in the state {{math|{{ket|''ψ''}}}}. ===Outer products=== A convenient way to define linear operators on a Hilbert space {{math|{{mathcal|H}}}} is given by the [[outer product]]: if {{math|{{bra|''ϕ''}}}} is a bra and {{math|{{ket|''ψ''}}}} is a ket, the outer product <math display="block"> |\phi\rang \, \lang \psi| </math> denotes the [[finite-rank operator|rank-one operator]] with the rule <math display="block"> \bigl(|\phi\rang \lang \psi|\bigr)(x) = \lang \psi | x \rang |\phi \rang.</math> For a finite-dimensional vector space, the outer product can be understood as simple matrix multiplication: <math display="block"> |\phi \rangle \, \langle \psi | \doteq \begin{pmatrix} \phi_1 \\ \phi_2 \\ \vdots \\ \phi_N \end{pmatrix} \begin{pmatrix} \psi_1^* & \psi_2^* & \cdots & \psi_N^* \end{pmatrix} = \begin{pmatrix} \phi_1 \psi_1^* & \phi_1 \psi_2^* & \cdots & \phi_1 \psi_N^* \\ \phi_2 \psi_1^* & \phi_2 \psi_2^* & \cdots & \phi_2 \psi_N^* \\ \vdots & \vdots & \ddots & \vdots \\ \phi_N \psi_1^* & \phi_N \psi_2^* & \cdots & \phi_N \psi_N^* \end{pmatrix} </math> The outer product is an {{math|''N'' × ''N''}} matrix, as expected for a linear operator. One of the uses of the outer product is to construct [[projection operator]]s. Given a ket {{math|{{ket|''ψ''}}}} of norm 1, the orthogonal projection onto the [[Linear subspace|subspace]] spanned by {{math|{{ket|''ψ''}}}} is <math display="block">|\psi\rangle \, \langle\psi| \,.</math> This is an [[idempotent]] in the algebra of observables that acts on the Hilbert space. ===Hermitian conjugate operator=== {{main|Hermitian conjugate}} Just as kets and bras can be transformed into each other (making {{math|{{ket|''ψ''}}}} into {{math|{{bra|''ψ''}}}}), the element from the dual space corresponding to {{math|''A''{{ket|''ψ''}}}} is {{math|{{bra|''ψ''}}''A''<sup>†</sup>}}, where {{math|''A''<sup>†</sup>}} denotes the Hermitian conjugate (or adjoint) of the operator {{math|''A''}}. In other words, <math display="block"> |\phi\rangle = A |\psi\rangle \quad \text{if and only if} \quad \langle\phi| = \langle \psi | A^\dagger \,.</math> If {{math|''A''}} is expressed as an {{math|''N'' × ''N''}} matrix, then {{math|''A''<sup>†</sup>}} is its conjugate transpose.
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