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<span id="openzim-page-title" class="mw-page-title-main"><span class="mw-page-title-main">Eigenfunction</span></span>
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<p>In <a href="Mathematics" title="Mathematics">mathematics</a>, an <b>eigenfunction</b> of a <a href="Linear_map" title="Linear map">linear operator</a> <i>D</i> defined on some <a href="Function_space" title="Function space">function space</a> is any non-zero <a href="Function_(mathematics)" title="Function (mathematics)">function</a> <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle f}">
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</math></span><img src="./132e57acb643253e7810ee9702d9581f159a1c61.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -0.671ex; width:1.279ex; height:2.509ex;" alt="{\displaystyle f}" loading="lazy"></span> in that space that, when acted upon by <i>D</i>, is only multiplied by some scaling factor called an <a href="Eigenvalues_and_eigenvectors" title="Eigenvalues and eigenvectors">eigenvalue</a>. As an equation, this condition can be written as
</p><p><span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle Df=\lambda f}">
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<annotation encoding="application/x-tex">{\displaystyle Df=\lambda f}</annotation>
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for some <a href="Scalar_(mathematics)" title="Scalar (mathematics)">scalar</a> eigenvalue <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle \lambda .}">
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<annotation encoding="application/x-tex">{\displaystyle \lambda .}</annotation>
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</math></span><img src="./4bb9c58e3f6b2de892e10ef516f96f07da0423e0.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -0.338ex; width:2.002ex; height:2.176ex;" alt="{\displaystyle \lambda .}" loading="lazy"></span><sup id="cite_ref-FOOTNOTEDavydov197620_1-0" class="reference"><a href="#cite_note-FOOTNOTEDavydov197620-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-FOOTNOTEKusseWestwig1998435_2-0" class="reference"><a href="#cite_note-FOOTNOTEKusseWestwig1998435-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-FOOTNOTEWasserman2016_3-0" class="reference"><a href="#cite_note-FOOTNOTEWasserman2016-3"><span class="cite-bracket">[</span>3<span class="cite-bracket">]</span></a></sup> The solutions to this equation may also be subject to <a href="Boundary_value_problem#boundary_value_conditions" title="Boundary value problem">boundary conditions</a> that limit the allowable eigenvalues and eigenfunctions.
</p><p>An eigenfunction is a type of <a href="Eigenvalues_and_eigenvectors" title="Eigenvalues and eigenvectors">eigenvector</a>.
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<div class="mw-heading mw-heading2"><h2 id="Eigenfunctions">Eigenfunctions</h2></div>
<p>In general, an eigenvector of a linear operator <i>D</i> defined on some vector space is a nonzero vector in the domain of <i>D</i> that, when <i>D</i> acts upon it, is simply scaled by some scalar value called an eigenvalue. In the special case where <i>D</i> is defined on a function space, the eigenvectors are referred to as <b>eigenfunctions</b>. That is, a function <i>f</i> is an eigenfunction of <i>D</i> if it satisfies the equation
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</style><table role="presentation" class="numblk" style="margin-left: 0em;"><tbody><tr><td class="nowrap"><span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle Df=\lambda f,}">
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<mi>D</mi>
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<p>where λ is a scalar.<sup id="cite_ref-FOOTNOTEDavydov197620_1-1" class="reference"><a href="#cite_note-FOOTNOTEDavydov197620-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-FOOTNOTEKusseWestwig1998435_2-1" class="reference"><a href="#cite_note-FOOTNOTEKusseWestwig1998435-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-FOOTNOTEWasserman2016_3-1" class="reference"><a href="#cite_note-FOOTNOTEWasserman2016-3"><span class="cite-bracket">[</span>3<span class="cite-bracket">]</span></a></sup> The solutions to Equation (<b><a href="#math_1">1</a></b>) may also be subject to boundary conditions. Because of the boundary conditions, the possible values of λ are generally limited, for example to a discrete set <i>λ</i><sub>1</sub>, <i>λ</i><sub>2</sub>, … or to a continuous set over some range. The set of all possible eigenvalues of <i>D</i> is sometimes called its <a href="Spectrum_(functional_analysis)" title="Spectrum (functional analysis)">spectrum</a>, which may be discrete, continuous, or a combination of both.<sup id="cite_ref-FOOTNOTEDavydov197620_1-2" class="reference"><a href="#cite_note-FOOTNOTEDavydov197620-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup>
</p><p>Each value of λ corresponds to one or more eigenfunctions. If multiple linearly independent eigenfunctions have the same eigenvalue, the eigenvalue is said to be <a href="Degenerate_energy_levels#mathematics" title="Degenerate energy levels">degenerate</a> and the maximum number of linearly independent eigenfunctions associated with the same eigenvalue is the eigenvalue's <i>degree of degeneracy</i> or <a href="Eigenvalues_and_eigenvectors#Eigenspaces,_geometric_multiplicity,_and_the_eigenbasis" title="Eigenvalues and eigenvectors">geometric multiplicity</a>.<sup id="cite_ref-FOOTNOTEDavydov197621_4-0" class="reference"><a href="#cite_note-FOOTNOTEDavydov197621-4"><span class="cite-bracket">[</span>4<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-FOOTNOTEKusseWestwig1998437_5-0" class="reference"><a href="#cite_note-FOOTNOTEKusseWestwig1998437-5"><span class="cite-bracket">[</span>5<span class="cite-bracket">]</span></a></sup>
</p>
<div class="mw-heading mw-heading3"><h3 id="Derivative_example">Derivative example</h3></div>
<p>A widely used class of linear operators acting on infinite dimensional spaces are differential operators on the space <b>C</b><sup>∞</sup> of infinitely differentiable real or complex functions of a real or complex argument <i>t</i>. For example, consider the derivative operator <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\textstyle {\frac {d}{dt}}}">
<semantics>
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<mstyle displaystyle="false" scriptlevel="0">
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<mi>d</mi>
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</mrow>
<annotation encoding="application/x-tex">{\textstyle {\frac {d}{dt}}}</annotation>
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</math></span><img src="./1efbc079d7b07c436cdc603ef709d9570922a284.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -1.338ex; width:2.29ex; height:3.843ex;" alt="{\textstyle {\frac {d}{dt}}}" loading="lazy"></span> with eigenvalue equation
</p><p><span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle {\frac {d}{dt}}f(t)=\lambda f(t).}">
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<mrow class="MJX-TeXAtom-ORD">
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<mrow class="MJX-TeXAtom-ORD">
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<mi>d</mi>
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<mi>f</mi>
<mo stretchy="false">(</mo>
<mi>t</mi>
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<mi>λ<!-- λ --></mi>
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<annotation encoding="application/x-tex">{\displaystyle {\frac {d}{dt}}f(t)=\lambda f(t).}</annotation>
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</p><p>This differential equation can be solved by multiplying both sides by <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\textstyle {\frac {dt}{f(t)}}}">
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<annotation encoding="application/x-tex">{\textstyle {\frac {dt}{f(t)}}}</annotation>
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</math></span><img src="./2e4fb67efcbc9e6b727ae3e33876fd3413d1ec5b.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -1.838ex; width:3.613ex; height:4.343ex;" alt="{\textstyle {\frac {dt}{f(t)}}}" loading="lazy"></span> and integrating. Its solution, the <a href="Exponential_function" title="Exponential function">exponential function</a>
</p><p><span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle f(t)=f_{0}e^{\lambda t},}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mi>f</mi>
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</p><p>is the eigenfunction of the derivative operator, where <i>f</i><sub>0</sub> is a parameter that depends on the boundary conditions. Note that in this case the eigenfunction is itself a function of its associated eigenvalue λ, which can take any real or complex value. In particular, note that for λ = 0 the eigenfunction <i>f</i>(<i>t</i>) is a constant.
</p><p>Suppose in the example that <i>f</i>(<i>t</i>) is subject to the boundary conditions <i>f</i>(0) = 1 and <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\textstyle \left.{\frac {df}{dt}}\right|_{t=0}=2}">
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<annotation encoding="application/x-tex">{\textstyle \left.{\frac {df}{dt}}\right|_{t=0}=2}</annotation>
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</math></span><img src="./190a36ffaacaddcc3ed069cb48c7552b03e17bfd.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -1.671ex; width:10.434ex; height:4.509ex;" alt="{\textstyle \left.{\frac {df}{dt}}\right|_{t=0}=2}" loading="lazy"></span>. We then find that
</p><p><span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle f(t)=e^{2t},}">
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<mi>f</mi>
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<mi>e</mi>
<mrow class="MJX-TeXAtom-ORD">
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<annotation encoding="application/x-tex">{\displaystyle f(t)=e^{2t},}</annotation>
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</p><p>where λ = 2 is the only eigenvalue of the differential equation that also satisfies the boundary condition.
</p>
<div class="mw-heading mw-heading3"><h3 id="Link_to_eigenvalues_and_eigenvectors_of_matrices">Link to eigenvalues and eigenvectors of matrices</h3></div>
<p>Eigenfunctions can be expressed as column vectors and linear operators can be expressed as matrices, although they may have infinite dimensions. As a result, many of the concepts related to eigenvectors of matrices carry over to the study of eigenfunctions.
</p><p>Define the <a href="Inner_product" class="mw-redirect" title="Inner product">inner product</a> in the function space on which <i>D</i> is defined as
</p><p><span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle \langle f,g\rangle =\int _{\Omega }\ f^{*}(t)g(t)dt,}">
<semantics>
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<annotation encoding="application/x-tex">{\displaystyle \langle f,g\rangle =\int _{\Omega }\ f^{*}(t)g(t)dt,}</annotation>
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</p><p>integrated over some range of interest for <i>t</i> called Ω. The <i>*</i> denotes the <a href="Complex_conjugate" title="Complex conjugate">complex conjugate</a>.
</p><p>Suppose the function space has an <a href="Orthonormal_basis" title="Orthonormal basis">orthonormal basis</a> given by the set of functions {<i>u</i><sub>1</sub>(<i>t</i>), <i>u</i><sub>2</sub>(<i>t</i>), …, <i>u</i><sub><i>n</i></sub>(<i>t</i>)}, where <i>n</i> may be infinite. For the orthonormal basis,
</p><p><span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle \langle u_{i},u_{j}\rangle =\int _{\Omega }\ u_{i}^{*}(t)u_{j}(t)dt=\delta _{ij}={\begin{cases}1&amp;i=j\\0&amp;i\neq j\end{cases}},}">
<semantics>
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<mrow class="MJX-TeXAtom-ORD">
<mi mathvariant="normal">Ω<!-- Ω --></mi>
</mrow>
</msub>
<mtext>&nbsp;</mtext>
<msubsup>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>i</mi>
</mrow>
<mrow class="MJX-TeXAtom-ORD">
<mo>∗<!-- ∗ --></mo>
</mrow>
</msubsup>
<mo stretchy="false">(</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
<msub>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
</mrow>
</msub>
<mo stretchy="false">(</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
<mi>d</mi>
<mi>t</mi>
<mo>=</mo>
<msub>
<mi>δ<!-- δ --></mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>i</mi>
<mi>j</mi>
</mrow>
</msub>
<mo>=</mo>
<mrow class="MJX-TeXAtom-ORD">
<mrow>
<mo>{</mo>
<mtable columnalign="left left" rowspacing=".2em" columnspacing="1em" displaystyle="false">
<mtr>
<mtd>
<mn>1</mn>
</mtd>
<mtd>
<mi>i</mi>
<mo>=</mo>
<mi>j</mi>
</mtd>
</mtr>
<mtr>
<mtd>
<mn>0</mn>
</mtd>
<mtd>
<mi>i</mi>
<mo>≠<!-- ≠ --></mo>
<mi>j</mi>
</mtd>
</mtr>
</mtable>
<mo fence="true" stretchy="true" symmetric="true"></mo>
</mrow>
</mrow>
<mo>,</mo>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle \langle u_{i},u_{j}\rangle =\int _{\Omega }\ u_{i}^{*}(t)u_{j}(t)dt=\delta _{ij}={\begin{cases}1&amp;i=j\\0&amp;i\neq j\end{cases}},}</annotation>
</semantics>
</math></span></span>
</p><p>where <i>δ</i><sub><i>ij</i></sub> is the <a href="Kronecker_delta" title="Kronecker delta">Kronecker delta</a> and can be thought of as the elements of the <a href="Identity_matrix" title="Identity matrix">identity matrix</a>.
</p><p>Functions can be written as a linear combination of the basis functions,
</p><p><span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle f(t)=\sum _{j=1}^{n}b_{j}u_{j}(t),}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mi>f</mi>
<mo stretchy="false">(</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
<mo>=</mo>
<munderover>
<mo>∑<!-- ∑ --></mo>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
<mo>=</mo>
<mn>1</mn>
</mrow>
<mrow class="MJX-TeXAtom-ORD">
<mi>n</mi>
</mrow>
</munderover>
<msub>
<mi>b</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
</mrow>
</msub>
<msub>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
</mrow>
</msub>
<mo stretchy="false">(</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
<mo>,</mo>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle f(t)=\sum _{j=1}^{n}b_{j}u_{j}(t),}</annotation>
</semantics>
</math></span></span>
</p><p>for example through a <a href="Fourier_series" title="Fourier series">Fourier expansion</a> of <i>f</i>(<i>t</i>). The coefficients <i>b</i><sub><i>j</i></sub> can be stacked into an <i>n</i> by 1 column vector <span class="nowrap"><i>b</i> = [<i>b</i><sub>1</sub> <i>b</i><sub>2</sub> … <i>b</i><sub><i>n</i></sub>]<sup>T</sup></span>. In some special cases, such as the coefficients of the Fourier series of a sinusoidal function, this column vector has finite dimension.
</p><p>Additionally, define a matrix representation of the linear operator <i>D</i> with elements
</p><p><span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle A_{ij}=\langle u_{i},Du_{j}\rangle =\int _{\Omega }\ u_{i}^{*}(t)Du_{j}(t)dt.}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<msub>
<mi>A</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>i</mi>
<mi>j</mi>
</mrow>
</msub>
<mo>=</mo>
<mo fence="false" stretchy="false">⟨<!-- ⟨ --></mo>
<msub>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>i</mi>
</mrow>
</msub>
<mo>,</mo>
<mi>D</mi>
<msub>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
</mrow>
</msub>
<mo fence="false" stretchy="false">⟩<!-- ⟩ --></mo>
<mo>=</mo>
<msub>
<mo>∫<!-- ∫ --></mo>
<mrow class="MJX-TeXAtom-ORD">
<mi mathvariant="normal">Ω<!-- Ω --></mi>
</mrow>
</msub>
<mtext>&nbsp;</mtext>
<msubsup>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>i</mi>
</mrow>
<mrow class="MJX-TeXAtom-ORD">
<mo>∗<!-- ∗ --></mo>
</mrow>
</msubsup>
<mo stretchy="false">(</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
<mi>D</mi>
<msub>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
</mrow>
</msub>
<mo stretchy="false">(</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
<mi>d</mi>
<mi>t</mi>
<mo>.</mo>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle A_{ij}=\langle u_{i},Du_{j}\rangle =\int _{\Omega }\ u_{i}^{*}(t)Du_{j}(t)dt.}</annotation>
</semantics>
</math></span></span>
</p><p>We can write the function <i>Df</i>(<i>t</i>) either as a linear combination of the basis functions or as <i>D</i> acting upon the expansion of <i>f</i>(<i>t</i>),
</p><p><span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle Df(t)=\sum _{j=1}^{n}c_{j}u_{j}(t)=\sum _{j=1}^{n}b_{j}Du_{j}(t).}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mi>D</mi>
<mi>f</mi>
<mo stretchy="false">(</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
<mo>=</mo>
<munderover>
<mo>∑<!-- ∑ --></mo>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
<mo>=</mo>
<mn>1</mn>
</mrow>
<mrow class="MJX-TeXAtom-ORD">
<mi>n</mi>
</mrow>
</munderover>
<msub>
<mi>c</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
</mrow>
</msub>
<msub>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
</mrow>
</msub>
<mo stretchy="false">(</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
<mo>=</mo>
<munderover>
<mo>∑<!-- ∑ --></mo>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
<mo>=</mo>
<mn>1</mn>
</mrow>
<mrow class="MJX-TeXAtom-ORD">
<mi>n</mi>
</mrow>
</munderover>
<msub>
<mi>b</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
</mrow>
</msub>
<mi>D</mi>
<msub>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
</mrow>
</msub>
<mo stretchy="false">(</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
<mo>.</mo>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle Df(t)=\sum _{j=1}^{n}c_{j}u_{j}(t)=\sum _{j=1}^{n}b_{j}Du_{j}(t).}</annotation>
</semantics>
</math></span></span>
</p><p>Taking the inner product of each side of this equation with an arbitrary basis function <i>u</i><sub><i>i</i></sub>(<i>t</i>),
</p><p><span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle {\begin{aligned}\sum _{j=1}^{n}c_{j}\int _{\Omega }\ u_{i}^{*}(t)u_{j}(t)dt&amp;=\sum _{j=1}^{n}b_{j}\int _{\Omega }\ u_{i}^{*}(t)Du_{j}(t)dt,\\c_{i}&amp;=\sum _{j=1}^{n}b_{j}A_{ij}.\end{aligned}}}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mrow class="MJX-TeXAtom-ORD">
<mtable columnalign="right left right left right left right left right left right left" rowspacing="3pt" columnspacing="0em 2em 0em 2em 0em 2em 0em 2em 0em 2em 0em" displaystyle="true">
<mtr>
<mtd>
<munderover>
<mo>∑<!-- ∑ --></mo>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
<mo>=</mo>
<mn>1</mn>
</mrow>
<mrow class="MJX-TeXAtom-ORD">
<mi>n</mi>
</mrow>
</munderover>
<msub>
<mi>c</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
</mrow>
</msub>
<msub>
<mo>∫<!-- ∫ --></mo>
<mrow class="MJX-TeXAtom-ORD">
<mi mathvariant="normal">Ω<!-- Ω --></mi>
</mrow>
</msub>
<mtext>&nbsp;</mtext>
<msubsup>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>i</mi>
</mrow>
<mrow class="MJX-TeXAtom-ORD">
<mo>∗<!-- ∗ --></mo>
</mrow>
</msubsup>
<mo stretchy="false">(</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
<msub>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
</mrow>
</msub>
<mo stretchy="false">(</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
<mi>d</mi>
<mi>t</mi>
</mtd>
<mtd>
<mi></mi>
<mo>=</mo>
<munderover>
<mo>∑<!-- ∑ --></mo>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
<mo>=</mo>
<mn>1</mn>
</mrow>
<mrow class="MJX-TeXAtom-ORD">
<mi>n</mi>
</mrow>
</munderover>
<msub>
<mi>b</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
</mrow>
</msub>
<msub>
<mo>∫<!-- ∫ --></mo>
<mrow class="MJX-TeXAtom-ORD">
<mi mathvariant="normal">Ω<!-- Ω --></mi>
</mrow>
</msub>
<mtext>&nbsp;</mtext>
<msubsup>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>i</mi>
</mrow>
<mrow class="MJX-TeXAtom-ORD">
<mo>∗<!-- ∗ --></mo>
</mrow>
</msubsup>
<mo stretchy="false">(</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
<mi>D</mi>
<msub>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
</mrow>
</msub>
<mo stretchy="false">(</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
<mi>d</mi>
<mi>t</mi>
<mo>,</mo>
</mtd>
</mtr>
<mtr>
<mtd>
<msub>
<mi>c</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>i</mi>
</mrow>
</msub>
</mtd>
<mtd>
<mi></mi>
<mo>=</mo>
<munderover>
<mo>∑<!-- ∑ --></mo>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
<mo>=</mo>
<mn>1</mn>
</mrow>
<mrow class="MJX-TeXAtom-ORD">
<mi>n</mi>
</mrow>
</munderover>
<msub>
<mi>b</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
</mrow>
</msub>
<msub>
<mi>A</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>i</mi>
<mi>j</mi>
</mrow>
</msub>
<mo>.</mo>
</mtd>
</mtr>
</mtable>
</mrow>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle {\begin{aligned}\sum _{j=1}^{n}c_{j}\int _{\Omega }\ u_{i}^{*}(t)u_{j}(t)dt&amp;=\sum _{j=1}^{n}b_{j}\int _{\Omega }\ u_{i}^{*}(t)Du_{j}(t)dt,\\c_{i}&amp;=\sum _{j=1}^{n}b_{j}A_{ij}.\end{aligned}}}</annotation>
</semantics>
</math></span></span>
</p><p>This is the matrix multiplication <i>Ab</i> = <i>c</i> written in summation notation and is a matrix equivalent of the operator <i>D</i> acting upon the function <i>f</i>(<i>t</i>) expressed in the orthonormal basis. If <i>f</i>(<i>t</i>) is an eigenfunction of <i>D</i> with eigenvalue λ, then <i>Ab</i> = <i>λb</i>.
</p>
<div class="mw-heading mw-heading3"><h3 id="Eigenvalues_and_eigenfunctions_of_Hermitian_operators">Eigenvalues and eigenfunctions of Hermitian operators</h3></div>
<p>Many of the operators encountered in physics are <a href="Self-adjoint_operator" title="Self-adjoint operator">Hermitian</a>. Suppose the linear operator <i>D</i> acts on a function space that is a <a href="Hilbert_space" title="Hilbert space">Hilbert space</a> with an orthonormal basis given by the set of functions {<i>u</i><sub>1</sub>(<i>t</i>), <i>u</i><sub>2</sub>(<i>t</i>), …, <i>u</i><sub><i>n</i></sub>(<i>t</i>)}, where <i>n</i> may be infinite. In this basis, the operator <i>D</i> has a matrix representation <i>A</i> with elements
</p><p><span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle A_{ij}=\langle u_{i},Du_{j}\rangle =\int _{\Omega }dt\ u_{i}^{*}(t)Du_{j}(t).}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<msub>
<mi>A</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>i</mi>
<mi>j</mi>
</mrow>
</msub>
<mo>=</mo>
<mo fence="false" stretchy="false">⟨<!-- ⟨ --></mo>
<msub>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>i</mi>
</mrow>
</msub>
<mo>,</mo>
<mi>D</mi>
<msub>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
</mrow>
</msub>
<mo fence="false" stretchy="false">⟩<!-- ⟩ --></mo>
<mo>=</mo>
<msub>
<mo>∫<!-- ∫ --></mo>
<mrow class="MJX-TeXAtom-ORD">
<mi mathvariant="normal">Ω<!-- Ω --></mi>
</mrow>
</msub>
<mi>d</mi>
<mi>t</mi>
<mtext>&nbsp;</mtext>
<msubsup>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>i</mi>
</mrow>
<mrow class="MJX-TeXAtom-ORD">
<mo>∗<!-- ∗ --></mo>
</mrow>
</msubsup>
<mo stretchy="false">(</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
<mi>D</mi>
<msub>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
</mrow>
</msub>
<mo stretchy="false">(</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
<mo>.</mo>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle A_{ij}=\langle u_{i},Du_{j}\rangle =\int _{\Omega }dt\ u_{i}^{*}(t)Du_{j}(t).}</annotation>
</semantics>
</math></span></span>
</p><p>integrated over some range of interest for <i>t</i> denoted Ω.
</p><p>By analogy with <a href="Hermitian_matrix" title="Hermitian matrix">Hermitian matrices</a>, <i>D</i> is a Hermitian operator if <i>A</i><sub><i>ij</i></sub> = <i>A</i><sub><i>ji</i></sub>*, or:<sup id="cite_ref-FOOTNOTEKusseWestwig1998436_6-0" class="reference"><a href="#cite_note-FOOTNOTEKusseWestwig1998436-6"><span class="cite-bracket">[</span>6<span class="cite-bracket">]</span></a></sup>
</p><p><span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle {\begin{aligned}\langle u_{i},Du_{j}\rangle &amp;=\langle Du_{i},u_{j}\rangle ,\\[-1pt]\int _{\Omega }dt\ u_{i}^{*}(t)Du_{j}(t)&amp;=\int _{\Omega }dt\ u_{j}(t)[Du_{i}(t)]^{*}.\end{aligned}}}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mrow class="MJX-TeXAtom-ORD">
<mtable columnalign="right left right left right left right left right left right left" rowspacing="0.2em 0.3em" columnspacing="0em 2em 0em 2em 0em 2em 0em 2em 0em 2em 0em" displaystyle="true">
<mtr>
<mtd>
<mo fence="false" stretchy="false">⟨<!-- ⟨ --></mo>
<msub>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>i</mi>
</mrow>
</msub>
<mo>,</mo>
<mi>D</mi>
<msub>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
</mrow>
</msub>
<mo fence="false" stretchy="false">⟩<!-- ⟩ --></mo>
</mtd>
<mtd>
<mi></mi>
<mo>=</mo>
<mo fence="false" stretchy="false">⟨<!-- ⟨ --></mo>
<mi>D</mi>
<msub>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>i</mi>
</mrow>
</msub>
<mo>,</mo>
<msub>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
</mrow>
</msub>
<mo fence="false" stretchy="false">⟩<!-- ⟩ --></mo>
<mo>,</mo>
</mtd>
</mtr>
<mtr>
<mtd>
<msub>
<mo>∫<!-- ∫ --></mo>
<mrow class="MJX-TeXAtom-ORD">
<mi mathvariant="normal">Ω<!-- Ω --></mi>
</mrow>
</msub>
<mi>d</mi>
<mi>t</mi>
<mtext>&nbsp;</mtext>
<msubsup>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>i</mi>
</mrow>
<mrow class="MJX-TeXAtom-ORD">
<mo>∗<!-- ∗ --></mo>
</mrow>
</msubsup>
<mo stretchy="false">(</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
<mi>D</mi>
<msub>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
</mrow>
</msub>
<mo stretchy="false">(</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
</mtd>
<mtd>
<mi></mi>
<mo>=</mo>
<msub>
<mo>∫<!-- ∫ --></mo>
<mrow class="MJX-TeXAtom-ORD">
<mi mathvariant="normal">Ω<!-- Ω --></mi>
</mrow>
</msub>
<mi>d</mi>
<mi>t</mi>
<mtext>&nbsp;</mtext>
<msub>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
</mrow>
</msub>
<mo stretchy="false">(</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
<mo stretchy="false">[</mo>
<mi>D</mi>
<msub>
<mi>u</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>i</mi>
</mrow>
</msub>
<mo stretchy="false">(</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
<msup>
<mo stretchy="false">]</mo>
<mrow class="MJX-TeXAtom-ORD">
<mo>∗<!-- ∗ --></mo>
</mrow>
</msup>
<mo>.</mo>
</mtd>
</mtr>
</mtable>
</mrow>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle {\begin{aligned}\langle u_{i},Du_{j}\rangle &amp;=\langle Du_{i},u_{j}\rangle ,\\[-1pt]\int _{\Omega }dt\ u_{i}^{*}(t)Du_{j}(t)&amp;=\int _{\Omega }dt\ u_{j}(t)[Du_{i}(t)]^{*}.\end{aligned}}}</annotation>
</semantics>
</math></span></span>
</p><p>Consider the Hermitian operator <i>D</i> with eigenvalues <i>λ</i><sub>1</sub>, <i>λ</i><sub>2</sub>, ... and corresponding eigenfunctions <i>f</i><sub>1</sub>(<i>t</i>), <i>f</i><sub>2</sub>(<i>t</i>), …. This Hermitian operator has the following properties:
</p>
<ul><li>Its eigenvalues are real, <i>λ</i><sub><i>i</i></sub> = <i>λ</i><sub><i>i</i></sub>*<sup id="cite_ref-FOOTNOTEDavydov197621_4-1" class="reference"><a href="#cite_note-FOOTNOTEDavydov197621-4"><span class="cite-bracket">[</span>4<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-FOOTNOTEKusseWestwig1998436_6-1" class="reference"><a href="#cite_note-FOOTNOTEKusseWestwig1998436-6"><span class="cite-bracket">[</span>6<span class="cite-bracket">]</span></a></sup></li>
<li>Its eigenfunctions obey an orthogonality condition, <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle \langle f_{i},f_{j}\rangle =0}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mo fence="false" stretchy="false">⟨<!-- ⟨ --></mo>
<msub>
<mi>f</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>i</mi>
</mrow>
</msub>
<mo>,</mo>
<msub>
<mi>f</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>j</mi>
</mrow>
</msub>
<mo fence="false" stretchy="false">⟩<!-- ⟩ --></mo>
<mo>=</mo>
<mn>0</mn>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle \langle f_{i},f_{j}\rangle =0}</annotation>
</semantics>
</math></span><img src="./cfcbc23026036780825561e618bc98a635b5d979.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -1.005ex; width:11.092ex; height:3.009ex;" alt="{\displaystyle \langle f_{i},f_{j}\rangle =0}" loading="lazy"></span> if <i>i</i> ≠ <i>j</i><sup id="cite_ref-FOOTNOTEKusseWestwig1998436_6-2" class="reference"><a href="#cite_note-FOOTNOTEKusseWestwig1998436-6"><span class="cite-bracket">[</span>6<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-FOOTNOTEDavydov197624_7-0" class="reference"><a href="#cite_note-FOOTNOTEDavydov197624-7"><span class="cite-bracket">[</span>7<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-FOOTNOTEDavydov197629_8-0" class="reference"><a href="#cite_note-FOOTNOTEDavydov197629-8"><span class="cite-bracket">[</span>8<span class="cite-bracket">]</span></a></sup></li></ul>
<p>The second condition always holds for <i>λ</i><sub><i>i</i></sub> ≠ <i>λ</i><sub><i>j</i></sub>. For degenerate eigenfunctions with the same eigenvalue <i>λ</i><sub><i>i</i></sub>, orthogonal eigenfunctions can always be chosen that span the eigenspace associated with <i>λ</i><sub><i>i</i></sub>, for example by using the <a href="Gram-Schmidt_process" class="mw-redirect" title="Gram-Schmidt process">Gram-Schmidt process</a>.<sup id="cite_ref-FOOTNOTEKusseWestwig1998437_5-1" class="reference"><a href="#cite_note-FOOTNOTEKusseWestwig1998437-5"><span class="cite-bracket">[</span>5<span class="cite-bracket">]</span></a></sup> Depending on whether the spectrum is discrete or continuous, the eigenfunctions can be normalized by setting the inner product of the eigenfunctions equal to either a Kronecker delta or a <a href="Dirac_delta_function" title="Dirac delta function">Dirac delta function</a>, respectively.<sup id="cite_ref-FOOTNOTEDavydov197629_8-1" class="reference"><a href="#cite_note-FOOTNOTEDavydov197629-8"><span class="cite-bracket">[</span>8<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-FOOTNOTEDavydov197625_9-0" class="reference"><a href="#cite_note-FOOTNOTEDavydov197625-9"><span class="cite-bracket">[</span>9<span class="cite-bracket">]</span></a></sup>
</p><p>For many Hermitian operators, notably <a href="Sturm%E2%80%93Liouville_theory" title="Sturm–Liouville theory">Sturm–Liouville operators</a>, a third property is
</p>
<ul><li>Its eigenfunctions form a basis of the function space on which the operator is defined<sup id="cite_ref-FOOTNOTEKusseWestwig1998437_5-2" class="reference"><a href="#cite_note-FOOTNOTEKusseWestwig1998437-5"><span class="cite-bracket">[</span>5<span class="cite-bracket">]</span></a></sup></li></ul>
<p>As a consequence, in many important cases, the eigenfunctions of the Hermitian operator form an orthonormal basis. In these cases, an arbitrary function can be expressed as a linear combination of the eigenfunctions of the Hermitian operator.
</p>
<div class="mw-heading mw-heading2"><h2 id="Applications">Applications</h2></div>
<div class="mw-heading mw-heading3"><h3 id="Vibrating_strings">Vibrating strings</h3></div>

<p>Let <span class="texhtml"><i>h</i>(<i>x</i>, <i>t</i>)</span> denote the transverse displacement of a stressed elastic chord, such as the <a href="Vibrating_string" class="mw-redirect" title="Vibrating string">vibrating strings</a> of a <a href="String_instrument" title="String instrument">string instrument</a>, as a function of the position <span class="texhtml mvar" style="font-style:italic;">x</span> along the string and of time <span class="texhtml mvar" style="font-style:italic;">t</span>. Applying the laws of mechanics to <a href="Infinitesimal" title="Infinitesimal">infinitesimal</a> portions of the string, the function <span class="texhtml mvar" style="font-style:italic;">h</span> satisfies the <a href="Partial_differential_equation" title="Partial differential equation">partial differential equation</a>
</p><p><span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle {\frac {\partial ^{2}h}{\partial t^{2}}}=c^{2}{\frac {\partial ^{2}h}{\partial x^{2}}},}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<mrow>
<msup>
<mi mathvariant="normal">∂<!-- ∂ --></mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msup>
<mi>h</mi>
</mrow>
<mrow>
<mi mathvariant="normal">∂<!-- ∂ --></mi>
<msup>
<mi>t</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msup>
</mrow>
</mfrac>
</mrow>
<mo>=</mo>
<msup>
<mi>c</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msup>
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<mrow>
<msup>
<mi mathvariant="normal">∂<!-- ∂ --></mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msup>
<mi>h</mi>
</mrow>
<mrow>
<mi mathvariant="normal">∂<!-- ∂ --></mi>
<msup>
<mi>x</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msup>
</mrow>
</mfrac>
</mrow>
<mo>,</mo>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle {\frac {\partial ^{2}h}{\partial t^{2}}}=c^{2}{\frac {\partial ^{2}h}{\partial x^{2}}},}</annotation>
</semantics>
</math></span></span>
</p><p>which is called the (one-dimensional) <a href="Wave_equation" title="Wave equation">wave equation</a>. Here <span class="texhtml mvar" style="font-style:italic;">c</span> is a constant speed that depends on the tension and mass of the string.
</p><p>This problem is amenable to the method of <a href="Separation_of_variables" title="Separation of variables">separation of variables</a>. If we assume that <span class="texhtml"><i>h</i>(<i>x</i>, <i>t</i>)</span> can be written as the product of the form <span class="texhtml"><i>X</i>(<i>x</i>)<i>T</i>(<i>t</i>)</span>, we can form a pair of ordinary differential equations:
</p><p><span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle {\frac {d^{2}}{dx^{2}}}X=-{\frac {\omega ^{2}}{c^{2}}}X,\qquad {\frac {d^{2}}{dt^{2}}}T=-\omega ^{2}T.}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<msup>
<mi>d</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msup>
<mrow>
<mi>d</mi>
<msup>
<mi>x</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msup>
</mrow>
</mfrac>
</mrow>
<mi>X</mi>
<mo>=</mo>
<mo>−<!-- − --></mo>
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<msup>
<mi>ω<!-- ω --></mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msup>
<msup>
<mi>c</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msup>
</mfrac>
</mrow>
<mi>X</mi>
<mo>,</mo>
<mspace width="2em"></mspace>
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<msup>
<mi>d</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msup>
<mrow>
<mi>d</mi>
<msup>
<mi>t</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msup>
</mrow>
</mfrac>
</mrow>
<mi>T</mi>
<mo>=</mo>
<mo>−<!-- − --></mo>
<msup>
<mi>ω<!-- ω --></mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msup>
<mi>T</mi>
<mo>.</mo>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle {\frac {d^{2}}{dx^{2}}}X=-{\frac {\omega ^{2}}{c^{2}}}X,\qquad {\frac {d^{2}}{dt^{2}}}T=-\omega ^{2}T.}</annotation>
</semantics>
</math></span></span>
</p><p>Each of these is an eigenvalue equation with eigenvalues
</p><p><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\textstyle -{\frac {\omega ^{2}}{c^{2}}}}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="false" scriptlevel="0">
<mo>−<!-- − --></mo>
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<msup>
<mi>ω<!-- ω --></mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msup>
<msup>
<mi>c</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msup>
</mfrac>
</mrow>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\textstyle -{\frac {\omega ^{2}}{c^{2}}}}</annotation>
</semantics>
</math></span><img src="./3c8eddb4e00baa2243173304a7b19c54099d2cbe.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -1.505ex; width:4.498ex; height:4.343ex;" alt="{\textstyle -{\frac {\omega ^{2}}{c^{2}}}}" loading="lazy"></span> and <span class="texhtml">−<i>ω</i><sup>2</sup></span>, respectively. For any values of <span class="texhtml mvar" style="font-style:italic;">ω</span> and <span class="texhtml mvar" style="font-style:italic;">c</span>, the equations are satisfied by the functions
</p><p><span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle X(x)=\sin \left({\frac {\omega x}{c}}+\varphi \right),\qquad T(t)=\sin(\omega t+\psi ),}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mi>X</mi>
<mo stretchy="false">(</mo>
<mi>x</mi>
<mo stretchy="false">)</mo>
<mo>=</mo>
<mi>sin</mi>
<mo>⁡<!-- ⁡ --></mo>
<mrow>
<mo>(</mo>
<mrow>
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<mrow>
<mi>ω<!-- ω --></mi>
<mi>x</mi>
</mrow>
<mi>c</mi>
</mfrac>
</mrow>
<mo>+</mo>
<mi>φ<!-- φ --></mi>
</mrow>
<mo>)</mo>
</mrow>
<mo>,</mo>
<mspace width="2em"></mspace>
<mi>T</mi>
<mo stretchy="false">(</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
<mo>=</mo>
<mi>sin</mi>
<mo>⁡<!-- ⁡ --></mo>
<mo stretchy="false">(</mo>
<mi>ω<!-- ω --></mi>
<mi>t</mi>
<mo>+</mo>
<mi>ψ<!-- ψ --></mi>
<mo stretchy="false">)</mo>
<mo>,</mo>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle X(x)=\sin \left({\frac {\omega x}{c}}+\varphi \right),\qquad T(t)=\sin(\omega t+\psi ),}</annotation>
</semantics>
</math></span></span>
where the phase angles <span class="texhtml mvar" style="font-style:italic;">φ</span> and <span class="texhtml mvar" style="font-style:italic;">ψ</span> are arbitrary real constants.
</p><p>If we impose boundary conditions, for example that the ends of the string are fixed at <span class="texhtml"><i>x</i> = 0</span> and <span class="texhtml"><i>x</i> = <i>L</i></span>, namely <span class="texhtml"><i>X</i>(0) = <i>X</i>(<i>L</i>) = 0</span>, and that <span class="texhtml"><i>T</i>(0) = 0</span>, we constrain the eigenvalues. For these boundary conditions, <span class="texhtml">sin(<i>φ</i>) = 0</span> and <span class="texhtml">sin(<i>ψ</i>) = 0</span>, so the phase angles <span class="texhtml"><i>φ</i> = <i>ψ</i> = 0</span>, and
</p><p><span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle \sin \left({\frac {\omega L}{c}}\right)=0.}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mi>sin</mi>
<mo>⁡<!-- ⁡ --></mo>
<mrow>
<mo>(</mo>
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<mrow>
<mi>ω<!-- ω --></mi>
<mi>L</mi>
</mrow>
<mi>c</mi>
</mfrac>
</mrow>
<mo>)</mo>
</mrow>
<mo>=</mo>
<mn>0.</mn>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle \sin \left({\frac {\omega L}{c}}\right)=0.}</annotation>
</semantics>
</math></span></span>
</p><p>This last boundary condition constrains <span class="texhtml mvar" style="font-style:italic;">ω</span> to take a value <span class="texhtml"><i>ω<sub>n</sub></i> = <style data-mw-deduplicate="TemplateStyles:r1214402035">
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</style><span class="sfrac">⁠<span class="tion"><span class="num"><i>ncπ</i></span><span class="sr-only">/</span><span class="den"><i>L</i></span></span>⁠</span></span>, where <span class="texhtml mvar" style="font-style:italic;">n</span> is any integer. Thus, the clamped string supports a family of standing waves of the form
</p><p><span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle h(x,t)=\sin \left({\frac {n\pi x}{L}}\right)\sin(\omega _{n}t).}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mi>h</mi>
<mo stretchy="false">(</mo>
<mi>x</mi>
<mo>,</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
<mo>=</mo>
<mi>sin</mi>
<mo>⁡<!-- ⁡ --></mo>
<mrow>
<mo>(</mo>
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<mrow>
<mi>n</mi>
<mi>π<!-- π --></mi>
<mi>x</mi>
</mrow>
<mi>L</mi>
</mfrac>
</mrow>
<mo>)</mo>
</mrow>
<mi>sin</mi>
<mo>⁡<!-- ⁡ --></mo>
<mo stretchy="false">(</mo>
<msub>
<mi>ω<!-- ω --></mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>n</mi>
</mrow>
</msub>
<mi>t</mi>
<mo stretchy="false">)</mo>
<mo>.</mo>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle h(x,t)=\sin \left({\frac {n\pi x}{L}}\right)\sin(\omega _{n}t).}</annotation>
</semantics>
</math></span></span>
</p><p>In the example of a string instrument, the frequency <span class="texhtml"><i>ω<sub>n</sub></i></span> is the frequency of the <span class="texhtml mvar" style="font-style:italic;">n</span>-th <a href="Harmonic" title="Harmonic">harmonic</a>, which is called the <span class="texhtml">(<i>n</i> − 1)</span>-th <a href="Overtone" title="Overtone">overtone</a>.
</p>
<div class="mw-heading mw-heading3"><h3 id="Schrödinger_equation">Schrödinger equation</h3></div>
<p>In <a href="Quantum_mechanics" title="Quantum mechanics">quantum mechanics</a>, the <a href="Schr%C3%B6dinger_equation" title="Schrödinger equation">Schrödinger equation</a>
</p><p><span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle i\hbar {\frac {\partial }{\partial t}}\Psi (\mathbf {r} ,t)=H\Psi (\mathbf {r} ,t)}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mi>i</mi>
<mi class="MJX-variant">ℏ<!-- ℏ --></mi>
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<mi mathvariant="normal">∂<!-- ∂ --></mi>
<mrow>
<mi mathvariant="normal">∂<!-- ∂ --></mi>
<mi>t</mi>
</mrow>
</mfrac>
</mrow>
<mi mathvariant="normal">Ψ<!-- Ψ --></mi>
<mo stretchy="false">(</mo>
<mrow class="MJX-TeXAtom-ORD">
<mi mathvariant="bold">r</mi>
</mrow>
<mo>,</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
<mo>=</mo>
<mi>H</mi>
<mi mathvariant="normal">Ψ<!-- Ψ --></mi>
<mo stretchy="false">(</mo>
<mrow class="MJX-TeXAtom-ORD">
<mi mathvariant="bold">r</mi>
</mrow>
<mo>,</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle i\hbar {\frac {\partial }{\partial t}}\Psi (\mathbf {r} ,t)=H\Psi (\mathbf {r} ,t)}</annotation>
</semantics>
</math></span></span>
</p><p>with the <a href="Hamiltonian_(quantum_mechanics)" title="Hamiltonian (quantum mechanics)">Hamiltonian operator</a>
</p><p><span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle H=-{\frac {\hbar ^{2}}{2m}}\nabla ^{2}+V(\mathbf {r} ,t)}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mi>H</mi>
<mo>=</mo>
<mo>−<!-- − --></mo>
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<msup>
<mi class="MJX-variant">ℏ<!-- ℏ --></mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msup>
<mrow>
<mn>2</mn>
<mi>m</mi>
</mrow>
</mfrac>
</mrow>
<msup>
<mi mathvariant="normal">∇<!-- ∇ --></mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msup>
<mo>+</mo>
<mi>V</mi>
<mo stretchy="false">(</mo>
<mrow class="MJX-TeXAtom-ORD">
<mi mathvariant="bold">r</mi>
</mrow>
<mo>,</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle H=-{\frac {\hbar ^{2}}{2m}}\nabla ^{2}+V(\mathbf {r} ,t)}</annotation>
</semantics>
</math></span></span>
can be solved by separation of variables if the Hamiltonian does not depend explicitly on time.<sup id="cite_ref-FOOTNOTEDavydov197651_10-0" class="reference"><a href="#cite_note-FOOTNOTEDavydov197651-10"><span class="cite-bracket">[</span>10<span class="cite-bracket">]</span></a></sup> In that case, the <a href="Wave_function" title="Wave function">wave function</a> <span class="texhtml">Ψ(<b>r</b>,<i>t</i>) = <i>φ</i>(<b>r</b>)<i>T</i>(<i>t</i>)</span> leads to the two differential equations,
</p>
<table role="presentation" class="numblk" style="margin-left: 0em;"><tbody><tr><td class="nowrap"><span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle H\varphi (\mathbf {r} )=E\varphi (\mathbf {r} ),}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mi>H</mi>
<mi>φ<!-- φ --></mi>
<mo stretchy="false">(</mo>
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<annotation encoding="application/x-tex">{\displaystyle H\varphi (\mathbf {r} )=E\varphi (\mathbf {r} ),}</annotation>
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</math></span></span></td> <td></td> <td class="nowrap"><span id="math_2" class="reference nourlexpansion" style="font-weight:bold;">2</span></td></tr></tbody></table>
<table role="presentation" class="numblk" style="margin-left: 0em;"><tbody><tr><td class="nowrap"><span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle i\hbar {\frac {\partial T(t)}{\partial t}}=ET(t).}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mi>i</mi>
<mi class="MJX-variant">ℏ<!-- ℏ --></mi>
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<annotation encoding="application/x-tex">{\displaystyle i\hbar {\frac {\partial T(t)}{\partial t}}=ET(t).}</annotation>
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</math></span></span></td> <td></td> <td class="nowrap"><span id="math_3" class="reference nourlexpansion" style="font-weight:bold;">3</span></td></tr></tbody></table>
<p>Both of these differential equations are eigenvalue equations with eigenvalue <span class="texhtml mvar" style="font-style:italic;">E</span>. As shown in an earlier example, the solution of Equation (<b><a href="#math_3">3</a></b>) is the exponential
<span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle T(t)=e^{{-iEt}/{\hbar }}.}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mi>T</mi>
<mo stretchy="false">(</mo>
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<mo stretchy="false">)</mo>
<mo>=</mo>
<msup>
<mi>e</mi>
<mrow class="MJX-TeXAtom-ORD">
<mrow class="MJX-TeXAtom-ORD">
<mo>−<!-- − --></mo>
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<mi>E</mi>
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</mrow>
<mrow class="MJX-TeXAtom-ORD">
<mo>/</mo>
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<mo>.</mo>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle T(t)=e^{{-iEt}/{\hbar }}.}</annotation>
</semantics>
</math></span></span>
</p><p>Equation (<b><a href="#math_2">2</a></b>) is the time-independent Schrödinger equation. The eigenfunctions <span class="texhtml mvar" style="font-style:italic;">φ<sub>k</sub></span> of the Hamiltonian operator are <a href="Stationary_state" title="Stationary state">stationary states</a> of the quantum mechanical system, each with a corresponding energy <span class="texhtml mvar" style="font-style:italic;">E<sub>k</sub></span>. They represent allowable energy states of the system and may be constrained by boundary conditions.
</p><p>The Hamiltonian operator <span class="texhtml mvar" style="font-style:italic;">H</span> is an example of a Hermitian operator whose eigenfunctions form an orthonormal basis. When the Hamiltonian does not depend explicitly on time, general solutions of the Schrödinger equation are linear combinations of the stationary states multiplied by the oscillatory <span class="texhtml"><i>T</i>(<i>t</i>)</span>,<sup id="cite_ref-FOOTNOTEDavydov197652_11-0" class="reference"><a href="#cite_note-FOOTNOTEDavydov197652-11"><span class="cite-bracket">[</span>11<span class="cite-bracket">]</span></a></sup> <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\textstyle \Psi (\mathbf {r} ,t)=\sum _{k}c_{k}\varphi _{k}(\mathbf {r} )e^{{-iE_{k}t}/{\hbar }}}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="false" scriptlevel="0">
<mi mathvariant="normal">Ψ<!-- Ψ --></mi>
<mo stretchy="false">(</mo>
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<mi>e</mi>
<mrow class="MJX-TeXAtom-ORD">
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<msub>
<mi>E</mi>
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</mrow>
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<mo>/</mo>
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<mrow class="MJX-TeXAtom-ORD">
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<annotation encoding="application/x-tex">{\textstyle \Psi (\mathbf {r} ,t)=\sum _{k}c_{k}\varphi _{k}(\mathbf {r} )e^{{-iE_{k}t}/{\hbar }}}</annotation>
</semantics>
</math></span><img src="./1cca1486af3e7bb06927ffe5d28df8e6bf0bb7b0.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -1.005ex; width:28.811ex; height:3.343ex;" alt="{\textstyle \Psi (\mathbf {r} ,t)=\sum _{k}c_{k}\varphi _{k}(\mathbf {r} )e^{{-iE_{k}t}/{\hbar }}}" loading="lazy"></span> or, for a system with a continuous spectrum,
</p><p><span class="mwe-math-element mwe-math-element-block"><span class="mwe-math-mathml-display mwe-math-mathml-a11y" style="display: none;"><math display="block" xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle \Psi (\mathbf {r} ,t)=\int dE\,c_{E}\varphi _{E}(\mathbf {r} )e^{{-iEt}/{\hbar }}.}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mi mathvariant="normal">Ψ<!-- Ψ --></mi>
<mo stretchy="false">(</mo>
<mrow class="MJX-TeXAtom-ORD">
<mi mathvariant="bold">r</mi>
</mrow>
<mo>,</mo>
<mi>t</mi>
<mo stretchy="false">)</mo>
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<mi>d</mi>
<mi>E</mi>
<mspace width="thinmathspace"></mspace>
<msub>
<mi>c</mi>
<mrow class="MJX-TeXAtom-ORD">
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<msub>
<mi>φ<!-- φ --></mi>
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</mrow>
</msub>
<mo stretchy="false">(</mo>
<mrow class="MJX-TeXAtom-ORD">
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<annotation encoding="application/x-tex">{\displaystyle \Psi (\mathbf {r} ,t)=\int dE\,c_{E}\varphi _{E}(\mathbf {r} )e^{{-iEt}/{\hbar }}.}</annotation>
</semantics>
</math></span></span>
</p><p>The success of the Schrödinger equation in explaining the spectral characteristics of hydrogen is considered one of the greatest triumphs of 20th century physics.
</p>
<div class="mw-heading mw-heading3"><h3 id="Signals_and_systems">Signals and systems</h3></div>
<p>In the study of <a href="LTI_system_theory" class="mw-redirect" title="LTI system theory">signals and systems</a>, an eigenfunction of a system is a signal <span class="texhtml"><i>f</i>(<i>t</i>)</span> that, when input into the system, produces a response <span class="texhtml"><i>y</i>(<i>t</i>) = <i>λf</i>(<i>t</i>)</span>, where <span class="texhtml mvar" style="font-style:italic;">λ</span> is a complex scalar eigenvalue.<sup id="cite_ref-FOOTNOTEGirodRabensteinStenger200149_12-0" class="reference"><a href="#cite_note-FOOTNOTEGirodRabensteinStenger200149-12"><span class="cite-bracket">[</span>12<span class="cite-bracket">]</span></a></sup>
</p>
<div class="mw-heading mw-heading2"><h2 id="See_also">See also</h2></div>
<ul><li><a href="Eigenvalues_and_eigenvectors" title="Eigenvalues and eigenvectors">Eigenvalues and eigenvectors</a></li>
<li><a href="Fixed_point_combinator" class="mw-redirect" title="Fixed point combinator">Fixed point combinator</a></li>
<li><a href="Fourier_transform#Eigenfunctions" title="Fourier transform">Fourier transform eigenfunctions</a></li>
<li><a href="Hilbert%E2%80%93Schmidt_theorem" title="Hilbert–Schmidt theorem">Hilbert–Schmidt theorem</a></li>
<li><a href="Spectral_theory_of_ordinary_differential_equations" title="Spectral theory of ordinary differential equations">Spectral theory of ordinary differential equations</a></li></ul>
<div class="mw-heading mw-heading2"><h2 id="Citations">Citations</h2></div>
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</style><div class="reflist reflist-columns references-column-width" style="column-width: 20em;">
<ol class="references">
<li id="cite_note-FOOTNOTEDavydov197620-1"><span class="mw-cite-backlink">^ <a href="#cite_ref-FOOTNOTEDavydov197620_1-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-FOOTNOTEDavydov197620_1-1"><sup><i><b>b</b></i></sup></a> <a href="#cite_ref-FOOTNOTEDavydov197620_1-2"><sup><i><b>c</b></i></sup></a></span> <span class="reference-text"><a href="#CITEREFDavydov1976">Davydov 1976</a>, p.&nbsp;20.</span>
</li>
<li id="cite_note-FOOTNOTEKusseWestwig1998435-2"><span class="mw-cite-backlink">^ <a href="#cite_ref-FOOTNOTEKusseWestwig1998435_2-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-FOOTNOTEKusseWestwig1998435_2-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><a href="#CITEREFKusseWestwig1998">Kusse &amp; Westwig 1998</a>, p.&nbsp;435.</span>
</li>
<li id="cite_note-FOOTNOTEWasserman2016-3"><span class="mw-cite-backlink">^ <a href="#cite_ref-FOOTNOTEWasserman2016_3-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-FOOTNOTEWasserman2016_3-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><a href="#CITEREFWasserman2016">Wasserman 2016</a>.</span>
</li>
<li id="cite_note-FOOTNOTEDavydov197621-4"><span class="mw-cite-backlink">^ <a href="#cite_ref-FOOTNOTEDavydov197621_4-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-FOOTNOTEDavydov197621_4-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><a href="#CITEREFDavydov1976">Davydov 1976</a>, p.&nbsp;21.</span>
</li>
<li id="cite_note-FOOTNOTEKusseWestwig1998437-5"><span class="mw-cite-backlink">^ <a href="#cite_ref-FOOTNOTEKusseWestwig1998437_5-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-FOOTNOTEKusseWestwig1998437_5-1"><sup><i><b>b</b></i></sup></a> <a href="#cite_ref-FOOTNOTEKusseWestwig1998437_5-2"><sup><i><b>c</b></i></sup></a></span> <span class="reference-text"><a href="#CITEREFKusseWestwig1998">Kusse &amp; Westwig 1998</a>, p.&nbsp;437.</span>
</li>
<li id="cite_note-FOOTNOTEKusseWestwig1998436-6"><span class="mw-cite-backlink">^ <a href="#cite_ref-FOOTNOTEKusseWestwig1998436_6-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-FOOTNOTEKusseWestwig1998436_6-1"><sup><i><b>b</b></i></sup></a> <a href="#cite_ref-FOOTNOTEKusseWestwig1998436_6-2"><sup><i><b>c</b></i></sup></a></span> <span class="reference-text"><a href="#CITEREFKusseWestwig1998">Kusse &amp; Westwig 1998</a>, p.&nbsp;436.</span>
</li>
<li id="cite_note-FOOTNOTEDavydov197624-7"><span class="mw-cite-backlink"><b><a href="#cite_ref-FOOTNOTEDavydov197624_7-0">^</a></b></span> <span class="reference-text"><a href="#CITEREFDavydov1976">Davydov 1976</a>, p.&nbsp;24.</span>
</li>
<li id="cite_note-FOOTNOTEDavydov197629-8"><span class="mw-cite-backlink">^ <a href="#cite_ref-FOOTNOTEDavydov197629_8-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-FOOTNOTEDavydov197629_8-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><a href="#CITEREFDavydov1976">Davydov 1976</a>, p.&nbsp;29.</span>
</li>
<li id="cite_note-FOOTNOTEDavydov197625-9"><span class="mw-cite-backlink"><b><a href="#cite_ref-FOOTNOTEDavydov197625_9-0">^</a></b></span> <span class="reference-text"><a href="#CITEREFDavydov1976">Davydov 1976</a>, p.&nbsp;25.</span>
</li>
<li id="cite_note-FOOTNOTEDavydov197651-10"><span class="mw-cite-backlink"><b><a href="#cite_ref-FOOTNOTEDavydov197651_10-0">^</a></b></span> <span class="reference-text"><a href="#CITEREFDavydov1976">Davydov 1976</a>, p.&nbsp;51.</span>
</li>
<li id="cite_note-FOOTNOTEDavydov197652-11"><span class="mw-cite-backlink"><b><a href="#cite_ref-FOOTNOTEDavydov197652_11-0">^</a></b></span> <span class="reference-text"><a href="#CITEREFDavydov1976">Davydov 1976</a>, p.&nbsp;52.</span>
</li>
<li id="cite_note-FOOTNOTEGirodRabensteinStenger200149-12"><span class="mw-cite-backlink"><b><a href="#cite_ref-FOOTNOTEGirodRabensteinStenger200149_12-0">^</a></b></span> <span class="reference-text"><a href="#CITEREFGirodRabensteinStenger2001">Girod, Rabenstein &amp; Stenger 2001</a>, p.&nbsp;49.</span>
</li>
</ol></div>
<div class="mw-heading mw-heading2"><h2 id="Works_cited">Works cited</h2></div>
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<ul><li><style data-mw-deduplicate="TemplateStyles:r1238218222">
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/* end https://en.wikipedia.org/ */
</style><cite id="CITEREFCourantHilbert1989" class="citation book cs1">Courant, Richard; Hilbert, David (1989). <i>Methods of Mathematical Physics</i>. Vol.&nbsp;1. Wiley. <a href="ISBN_(identifier)" class="mw-redirect" title="ISBN (identifier)">ISBN</a>&nbsp;<bdi>047150447-5</bdi>.</cite> (Volume 2: <a href="ISBN_(identifier)" class="mw-redirect" title="ISBN (identifier)">ISBN</a>&nbsp;<bdi>047150439-4</bdi>.)</li>
<li><cite id="CITEREFDavydov1976" class="citation book cs1">Davydov, A. S. (1976). <i>Quantum Mechanics</i>. Translated, edited, and with additions by D. ter Haar (2nd&nbsp;ed.). Oxford: Pergamon Press. <a href="ISBN_(identifier)" class="mw-redirect" title="ISBN (identifier)">ISBN</a>&nbsp;<bdi>008020438-4</bdi>.</cite></li>
<li><cite id="CITEREFGirodRabensteinStenger2001" class="citation book cs1"><a href="Bernd_Girod" title="Bernd Girod">Girod, Bernd</a>; Rabenstein, Rudolf; Stenger, Alexander (2001). <i>Signals and systems</i> (2nd&nbsp;ed.). Wiley. <a href="ISBN_(identifier)" class="mw-redirect" title="ISBN (identifier)">ISBN</a>&nbsp;<bdi>047198800-6</bdi>.</cite></li>
<li><cite id="CITEREFKusseWestwig1998" class="citation book cs1">Kusse, Bruce; Westwig, Erik (1998). <i>Mathematical Physics</i>. New York: Wiley Interscience. <a href="ISBN_(identifier)" class="mw-redirect" title="ISBN (identifier)">ISBN</a>&nbsp;<bdi>047115431-8</bdi>.</cite></li>
<li><cite id="CITEREFWasserman2016" class="citation web cs1">Wasserman, Eric W. (2016). <a rel="nofollow" class="external text" href="http://mathworld.wolfram.com/Eigenfunction.html">"Eigenfunction"</a>. <i>MathWorld</i>. <a href="Wolfram_Research" title="Wolfram Research">Wolfram Research</a><span class="reference-accessdate">. Retrieved <span class="nowrap">April 12,</span> 2016</span>.</cite></li></ul>
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