@prefix psr: <http://data.loterre.fr/ark:/67375/PSR> .
@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
@prefix dc: <http://purl.org/dc/terms/> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

psr:-JR0BZJDR-C
  skos:prefLabel "square matrix"@en, "matrice carrée"@fr ;
  a skos:Concept ;
  skos:narrower psr:-P43W3M96-V .

psr: a skos:ConceptScheme .
psr:-RF2X9JGV-G
  skos:prefLabel "endomorphism"@en, "endomorphisme"@fr ;
  a skos:Concept ;
  skos:narrower psr:-P43W3M96-V .

psr:-P43W3M96-V
  skos:exactMatch <https://en.wikipedia.org/wiki/Cayley%E2%80%93Hamilton_theorem>, <https://fr.wikipedia.org/wiki/Th%C3%A9or%C3%A8me_de_Cayley-Hamilton> ;
  skos:definition """En algèbre linéaire, le <b>théorème de Cayley-Hamilton</b> affirme que tout endomorphisme d'un espace vectoriel de dimension finie sur un corps commutatif quelconque annule son propre polynôme caractéristique. En termes de matrice, cela signifie que si <i>A</i> est une matrice carrée d'ordre <i>n</i> et si <span style="display: block; margin-left:1.6em;"><span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\\\\displaystyle p(X)=\\\\det(XI_{n}-A)=X^{n}+p_{n-1}X^{n-1}+\\\\ldots +p_{1}X+p_{0}}">   <semantics>     <mrow class="MJX-TeXAtom-ORD">       <mstyle displaystyle="true" scriptlevel="0">         <mi>p</mi>         <mo stretchy="false">(</mo>         <mi>X</mi>         <mo stretchy="false">)</mo>         <mo>=</mo>         <mo movablelimits="true" form="prefix">det</mo>         <mo stretchy="false">(</mo>         <mi>X</mi>         <msub>           <mi>I</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>n</mi>           </mrow>         </msub>         <mo>−<!-- − --></mo>         <mi>A</mi>         <mo stretchy="false">)</mo>         <mo>=</mo>         <msup>           <mi>X</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>n</mi>           </mrow>         </msup>         <mo>+</mo>         <msub>           <mi>p</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>n</mi>             <mo>−<!-- − --></mo>             <mn>1</mn>           </mrow>         </msub>         <msup>           <mi>X</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>n</mi>             <mo>−<!-- − --></mo>             <mn>1</mn>           </mrow>         </msup>         <mo>+</mo>         <mo>…<!-- … --></mo>         <mo>+</mo>         <msub>           <mi>p</mi>           <mrow class="MJX-TeXAtom-ORD">             <mn>1</mn>           </mrow>         </msub>         <mi>X</mi>         <mo>+</mo>         <msub>           <mi>p</mi>           <mrow class="MJX-TeXAtom-ORD">             <mn>0</mn>           </mrow>         </msub>       </mstyle>     </mrow>     <annotation encoding="application/x-tex">{\\\\displaystyle p(X)=\\\\det(XI_{n}-A)=X^{n}+p_{n-1}X^{n-1}+\\\\ldots +p_{1}X+p_{0}}</annotation>   </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/0d2baba9ef9ca429cff825c1b31eaa057c190265" class="mwe-math-fallback-image-inline mw-invert" aria-hidden="true" style="vertical-align: -0.838ex; margin-left: -0.089ex; width:58.621ex; height:3.176ex;" alt="{\\\\displaystyle p(X)=\\\\det(XI_{n}-A)=X^{n}+p_{n-1}X^{n-1}+\\\\ldots +p_{1}X+p_{0}}"></span></span> est son polynôme caractéristique  (polynôme d'indéterminée <i>X</i>), alors en remplaçant formellement <i>X</i> par la matrice <i>A</i> dans le polynôme, le résultat est la matrice nulle</span> : <span style="display: block; margin-left:1.6em;"><span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\\\\displaystyle p(A)=A^{n}+p_{n-1}A^{n-1}+\\\\ldots +p_{1}A+p_{0}I_{n}=0_{n}.\\\\;}">   <semantics>     <mrow class="MJX-TeXAtom-ORD">       <mstyle displaystyle="true" scriptlevel="0">         <mi>p</mi>         <mo stretchy="false">(</mo>         <mi>A</mi>         <mo stretchy="false">)</mo>         <mo>=</mo>         <msup>           <mi>A</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>n</mi>           </mrow>         </msup>         <mo>+</mo>         <msub>           <mi>p</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>n</mi>             <mo>−<!-- − --></mo>             <mn>1</mn>           </mrow>         </msub>         <msup>           <mi>A</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>n</mi>             <mo>−<!-- − --></mo>             <mn>1</mn>           </mrow>         </msup>         <mo>+</mo>         <mo>…<!-- … --></mo>         <mo>+</mo>         <msub>           <mi>p</mi>           <mrow class="MJX-TeXAtom-ORD">             <mn>1</mn>           </mrow>         </msub>         <mi>A</mi>         <mo>+</mo>         <msub>           <mi>p</mi>           <mrow class="MJX-TeXAtom-ORD">             <mn>0</mn>           </mrow>         </msub>         <msub>           <mi>I</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>n</mi>           </mrow>         </msub>         <mo>=</mo>         <msub>           <mn>0</mn>           <mrow class="MJX-TeXAtom-ORD">             <mi>n</mi>           </mrow>         </msub>         <mo>.</mo>         <mspace width="thickmathspace"></mspace>       </mstyle>     </mrow>     <annotation encoding="application/x-tex">{\\\\displaystyle p(A)=A^{n}+p_{n-1}A^{n-1}+\\\\ldots +p_{1}A+p_{0}I_{n}=0_{n}.\\\\;}</annotation>   </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/34449d3f3b3c8076707061d0590986fe8f35b1e7" class="mwe-math-fallback-image-inline mw-invert" aria-hidden="true" style="vertical-align: -0.838ex; margin-left: -0.089ex; width:49.71ex; height:3.176ex;" alt="{\\\\displaystyle p(A)=A^{n}+p_{n-1}A^{n-1}+\\\\ldots +p_{1}A+p_{0}I_{n}=0_{n}.\\\\;}"></span></span> Le théorème de Cayley-Hamilton s'applique aussi à des matrices carrées à coefficients dans un anneau commutatif quelconque. Un corollaire important  du  théorème de Cayley-Hamilton affirme que le polynôme minimal d'une matrice donnée est un diviseur de son polynôme caractéristique. Bien qu'il porte les noms des mathématiciens Arthur Cayley et William Hamilton, la première démonstration du théorème est donnée par Ferdinand Georg Frobenius en 1878, Cayley l'ayant principalement utilisé dans ses travaux, et Hamilton l'ayant démontré en dimension 2.  
<br/>(Wikipedia, L'Encylopédie Libre, <a href="https://fr.wikipedia.org/wiki/Th%C3%A9or%C3%A8me_de_Cayley-Hamilton">https://fr.wikipedia.org/wiki/Th%C3%A9or%C3%A8me_de_Cayley-Hamilton</a>)"""@fr, """In linear algebra, the <b>Cayley–Hamilton theorem</b> (named after the mathematicians Arthur Cayley and William Rowan Hamilton) states that every square matrix over a commutative ring (such as the real or complex numbers or the integers) satisfies its own characteristic equation. The characteristic polynomial of an <span class="texhtml"><i>n</i> × <i>n</i></span> matrix <span class="texhtml mvar" style="font-style:italic;">A</span> is defined as <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\\\\displaystyle p_{A}(\\\\lambda )=\\\\det(\\\\lambda I_{n}-A)}">   <semantics>     <mrow class="MJX-TeXAtom-ORD">       <mstyle displaystyle="true" scriptlevel="0">         <msub>           <mi>p</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>A</mi>           </mrow>         </msub>         <mo stretchy="false">(</mo>         <mi>λ<!-- λ --></mi>         <mo stretchy="false">)</mo>         <mo>=</mo>         <mo movablelimits="true" form="prefix">det</mo>         <mo stretchy="false">(</mo>         <mi>λ<!-- λ --></mi>         <msub>           <mi>I</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>n</mi>           </mrow>         </msub>         <mo>−<!-- − --></mo>         <mi>A</mi>         <mo stretchy="false">)</mo>       </mstyle>     </mrow>     <annotation encoding="application/x-tex">{\\\\displaystyle p_{A}(\\\\lambda )=\\\\det(\\\\lambda I_{n}-A)}</annotation>   </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/e22adec842ec1056cba3d689e58d4b842dc55278" class="mwe-math-fallback-image-inline mw-invert" aria-hidden="true" style="vertical-align: -0.838ex; margin-left: -0.089ex; width:22.206ex; height:2.843ex;" alt="{\\\\displaystyle p_{A}(\\\\lambda )=\\\\det(\\\\lambda I_{n}-A)}"></span>, where <span class="texhtml">det</span> is the determinant operation, <span class="texhtml mvar" style="font-style:italic;">λ</span> is a variable scalar element of the base ring, and <span class="texhtml"><i>I<sub>n</sub></i></span> is the <span class="texhtml"><i>n</i> × <i>n</i></span> identity matrix. Since each entry of the matrix <span class="mwe-math-element"><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 I_{n}-A)}">   <semantics>     <mrow class="MJX-TeXAtom-ORD">       <mstyle displaystyle="true" scriptlevel="0">         <mo stretchy="false">(</mo>         <mi>λ<!-- λ --></mi>         <msub>           <mi>I</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>n</mi>           </mrow>         </msub>         <mo>−<!-- − --></mo>         <mi>A</mi>         <mo stretchy="false">)</mo>       </mstyle>     </mrow>     <annotation encoding="application/x-tex">{\\\\displaystyle (\\\\lambda I_{n}-A)}</annotation>   </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/ef4dc57bae7e4151eb486cdd955b147e3163b8c0" class="mwe-math-fallback-image-inline mw-invert" aria-hidden="true" style="vertical-align: -0.838ex; width:9.99ex; height:2.843ex;" alt="{\\\\displaystyle (\\\\lambda I_{n}-A)}"></span> is either constant or linear in <span class="texhtml mvar" style="font-style:italic;">λ</span>, the determinant of <span class="mwe-math-element"><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 I_{n}-A)}">   <semantics>     <mrow class="MJX-TeXAtom-ORD">       <mstyle displaystyle="true" scriptlevel="0">         <mo stretchy="false">(</mo>         <mi>λ<!-- λ --></mi>         <msub>           <mi>I</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>n</mi>           </mrow>         </msub>         <mo>−<!-- − --></mo>         <mi>A</mi>         <mo stretchy="false">)</mo>       </mstyle>     </mrow>     <annotation encoding="application/x-tex">{\\\\displaystyle (\\\\lambda I_{n}-A)}</annotation>   </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/ef4dc57bae7e4151eb486cdd955b147e3163b8c0" class="mwe-math-fallback-image-inline mw-invert" aria-hidden="true" style="vertical-align: -0.838ex; width:9.99ex; height:2.843ex;" alt="{\\\\displaystyle (\\\\lambda I_{n}-A)}"></span> is a degree-<span class="texhtml mvar" style="font-style:italic;">n</span> monic polynomial in <span class="texhtml mvar" style="font-style:italic;">λ</span>, so it can be written as  <div class="mwe-math-element"><div 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 p_{A}(\\\\lambda )=\\\\lambda ^{n}+c_{n-1}\\\\lambda ^{n-1}+\\\\cdots +c_{1}\\\\lambda +c_{0}.}">   <semantics>     <mrow class="MJX-TeXAtom-ORD">       <mstyle displaystyle="true" scriptlevel="0">         <msub>           <mi>p</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>A</mi>           </mrow>         </msub>         <mo stretchy="false">(</mo>         <mi>λ<!-- λ --></mi>         <mo stretchy="false">)</mo>         <mo>=</mo>         <msup>           <mi>λ<!-- λ --></mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>n</mi>           </mrow>         </msup>         <mo>+</mo>         <msub>           <mi>c</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>n</mi>             <mo>−<!-- − --></mo>             <mn>1</mn>           </mrow>         </msub>         <msup>           <mi>λ<!-- λ --></mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>n</mi>             <mo>−<!-- − --></mo>             <mn>1</mn>           </mrow>         </msup>         <mo>+</mo>         <mo>⋯<!-- ⋯ --></mo>         <mo>+</mo>         <msub>           <mi>c</mi>           <mrow class="MJX-TeXAtom-ORD">             <mn>1</mn>           </mrow>         </msub>         <mi>λ<!-- λ --></mi>         <mo>+</mo>         <msub>           <mi>c</mi>           <mrow class="MJX-TeXAtom-ORD">             <mn>0</mn>           </mrow>         </msub>         <mo>.</mo>       </mstyle>     </mrow>     <annotation encoding="application/x-tex">{\\\\displaystyle p_{A}(\\\\lambda )=\\\\lambda ^{n}+c_{n-1}\\\\lambda ^{n-1}+\\\\cdots +c_{1}\\\\lambda +c_{0}.}</annotation>   </semantics> </math></div><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/8edd3775ff5834e6492ccb5dedd698cbf957b210" class="mwe-math-fallback-image-display mw-invert" aria-hidden="true" style="vertical-align: -0.838ex; margin-left: -0.089ex; width:40.769ex; height:3.176ex;" alt="{\\\\displaystyle p_{A}(\\\\lambda )=\\\\lambda ^{n}+c_{n-1}\\\\lambda ^{n-1}+\\\\cdots +c_{1}\\\\lambda +c_{0}.}"></div> By replacing the scalar variable <span class="texhtml mvar" style="font-style:italic;">λ</span> with the matrix <span class="texhtml mvar" style="font-style:italic;">A</span>, one can define an analogous matrix  polynomial expression,  <div class="mwe-math-element"><div 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 p_{A}(A)=A^{n}+c_{n-1}A^{n-1}+\\\\cdots +c_{1}A+c_{0}I_{n}.}">   <semantics>     <mrow class="MJX-TeXAtom-ORD">       <mstyle displaystyle="true" scriptlevel="0">         <msub>           <mi>p</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>A</mi>           </mrow>         </msub>         <mo stretchy="false">(</mo>         <mi>A</mi>         <mo stretchy="false">)</mo>         <mo>=</mo>         <msup>           <mi>A</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>n</mi>           </mrow>         </msup>         <mo>+</mo>         <msub>           <mi>c</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>n</mi>             <mo>−<!-- − --></mo>             <mn>1</mn>           </mrow>         </msub>         <msup>           <mi>A</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>n</mi>             <mo>−<!-- − --></mo>             <mn>1</mn>           </mrow>         </msup>         <mo>+</mo>         <mo>⋯<!-- ⋯ --></mo>         <mo>+</mo>         <msub>           <mi>c</mi>           <mrow class="MJX-TeXAtom-ORD">             <mn>1</mn>           </mrow>         </msub>         <mi>A</mi>         <mo>+</mo>         <msub>           <mi>c</mi>           <mrow class="MJX-TeXAtom-ORD">             <mn>0</mn>           </mrow>         </msub>         <msub>           <mi>I</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>n</mi>           </mrow>         </msub>         <mo>.</mo>       </mstyle>     </mrow>     <annotation encoding="application/x-tex">{\\\\displaystyle p_{A}(A)=A^{n}+c_{n-1}A^{n-1}+\\\\cdots +c_{1}A+c_{0}I_{n}.}</annotation>   </semantics> </math></div><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/f042b5de65896ca76aadd9f51b1a963349c84e50" class="mwe-math-fallback-image-display mw-invert" aria-hidden="true" style="vertical-align: -0.838ex; margin-left: -0.089ex; width:44.563ex; height:3.176ex;" alt="{\\\\displaystyle p_{A}(A)=A^{n}+c_{n-1}A^{n-1}+\\\\cdots +c_{1}A+c_{0}I_{n}.}"></div> (Here, <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\\\\displaystyle A}">   <semantics>     <mrow class="MJX-TeXAtom-ORD">       <mstyle displaystyle="true" scriptlevel="0">         <mi>A</mi>       </mstyle>     </mrow>     <annotation encoding="application/x-tex">{\\\\displaystyle A}</annotation>   </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/7daff47fa58cdfd29dc333def748ff5fa4c923e3" class="mwe-math-fallback-image-inline mw-invert" aria-hidden="true" style="vertical-align: -0.338ex; width:1.743ex; height:2.176ex;" alt="{\\\\displaystyle A}"></span> is the given matrix—not a variable, unlike <span class="mwe-math-element"><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 }">   <semantics>     <mrow class="MJX-TeXAtom-ORD">       <mstyle displaystyle="true" scriptlevel="0">         <mi>λ<!-- λ --></mi>       </mstyle>     </mrow>     <annotation encoding="application/x-tex">{\\\\displaystyle \\\\lambda }</annotation>   </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/b43d0ea3c9c025af1be9128e62a18fa74bedda2a" class="mwe-math-fallback-image-inline mw-invert" aria-hidden="true" style="vertical-align: -0.338ex; width:1.355ex; height:2.176ex;" alt="{\\\\displaystyle \\\\lambda }"></span>—so <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\\\\displaystyle p_{A}(A)}">   <semantics>     <mrow class="MJX-TeXAtom-ORD">       <mstyle displaystyle="true" scriptlevel="0">         <msub>           <mi>p</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>A</mi>           </mrow>         </msub>         <mo stretchy="false">(</mo>         <mi>A</mi>         <mo stretchy="false">)</mo>       </mstyle>     </mrow>     <annotation encoding="application/x-tex">{\\\\displaystyle p_{A}(A)}</annotation>   </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/ab12c6b2b4a9ad1145daa472d568aa9cbc425c41" class="mwe-math-fallback-image-inline mw-invert" aria-hidden="true" style="vertical-align: -0.838ex; margin-left: -0.089ex; width:6.276ex; height:2.843ex;" alt="{\\\\displaystyle p_{A}(A)}"></span> is a constant rather than a function.) The Cayley–Hamilton theorem states that this polynomial expression is equal to the zero matrix, which is to say that <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\\\\displaystyle p_{A}(A)=\\\\mathbf {0} ;}">   <semantics>     <mrow class="MJX-TeXAtom-ORD">       <mstyle displaystyle="true" scriptlevel="0">         <msub>           <mi>p</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>A</mi>           </mrow>         </msub>         <mo stretchy="false">(</mo>         <mi>A</mi>         <mo stretchy="false">)</mo>         <mo>=</mo>         <mrow class="MJX-TeXAtom-ORD">           <mn mathvariant="bold">0</mn>         </mrow>         <mo>;</mo>       </mstyle>     </mrow>     <annotation encoding="application/x-tex">{\\\\displaystyle p_{A}(A)=\\\\mathbf {0} ;}</annotation>   </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/249f255e156b81d276d31fce71389e77a4921144" class="mwe-math-fallback-image-inline mw-invert" aria-hidden="true" style="vertical-align: -0.838ex; margin-left: -0.089ex; width:11.358ex; height:2.843ex;" alt="{\\\\displaystyle p_{A}(A)=\\\\mathbf {0} ;}"></span> that is, the characteristic polynomial <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\\\\displaystyle p_{A}}">   <semantics>     <mrow class="MJX-TeXAtom-ORD">       <mstyle displaystyle="true" scriptlevel="0">         <msub>           <mi>p</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>A</mi>           </mrow>         </msub>       </mstyle>     </mrow>     <annotation encoding="application/x-tex">{\\\\displaystyle p_{A}}</annotation>   </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/86bb5c73d9c768935ec9e9683e4972cf02121588" class="mwe-math-fallback-image-inline mw-invert" aria-hidden="true" style="vertical-align: -0.671ex; margin-left: -0.089ex; width:2.724ex; height:2.009ex;" alt="{\\\\displaystyle p_{A}}"></span> is an annihilating polynomial for <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\\\\displaystyle A.}">   <semantics>     <mrow class="MJX-TeXAtom-ORD">       <mstyle displaystyle="true" scriptlevel="0">         <mi>A</mi>         <mo>.</mo>       </mstyle>     </mrow>     <annotation encoding="application/x-tex">{\\\\displaystyle A.}</annotation>   </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/8a71bf21ad35b8fe05555041d54d1e17eeb0f490" class="mwe-math-fallback-image-inline mw-invert" aria-hidden="true" style="vertical-align: -0.338ex; width:2.39ex; height:2.176ex;" alt="{\\\\displaystyle A.}"></span>   One use for the Cayley–Hamilton theorem is that it  allows <span class="texhtml mvar" style="font-style:italic;">A</span><sup><span class="texhtml mvar" style="font-style:italic;">n</span></sup> to be expressed as a linear combination of the lower matrix powers of <span class="texhtml mvar" style="font-style:italic;">A</span>:  <div class="mwe-math-element"><div 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^{n}=-c_{n-1}A^{n-1}-\\\\cdots -c_{1}A-c_{0}I_{n}.}">   <semantics>     <mrow class="MJX-TeXAtom-ORD">       <mstyle displaystyle="true" scriptlevel="0">         <msup>           <mi>A</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>n</mi>           </mrow>         </msup>         <mo>=</mo>         <mo>−<!-- − --></mo>         <msub>           <mi>c</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>n</mi>             <mo>−<!-- − --></mo>             <mn>1</mn>           </mrow>         </msub>         <msup>           <mi>A</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>n</mi>             <mo>−<!-- − --></mo>             <mn>1</mn>           </mrow>         </msup>         <mo>−<!-- − --></mo>         <mo>⋯<!-- ⋯ --></mo>         <mo>−<!-- − --></mo>         <msub>           <mi>c</mi>           <mrow class="MJX-TeXAtom-ORD">             <mn>1</mn>           </mrow>         </msub>         <mi>A</mi>         <mo>−<!-- − --></mo>         <msub>           <mi>c</mi>           <mrow class="MJX-TeXAtom-ORD">             <mn>0</mn>           </mrow>         </msub>         <msub>           <mi>I</mi>           <mrow class="MJX-TeXAtom-ORD">             <mi>n</mi>           </mrow>         </msub>         <mo>.</mo>       </mstyle>     </mrow>     <annotation encoding="application/x-tex">{\\\\displaystyle A^{n}=-c_{n-1}A^{n-1}-\\\\cdots -c_{1}A-c_{0}I_{n}.}</annotation>   </semantics> </math></div><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/d83711f335a9a8819b9315652bbc0fc0e6f20f6b" class="mwe-math-fallback-image-display mw-invert" aria-hidden="true" style="vertical-align: -0.671ex; width:37.254ex; height:3.009ex;" alt="{\\\\displaystyle A^{n}=-c_{n-1}A^{n-1}-\\\\cdots -c_{1}A-c_{0}I_{n}.}"></div> When the ring is a field, the Cayley–Hamilton theorem is equivalent to the statement that the minimal polynomial of a square matrix divides its characteristic polynomial. A special case of the theorem was first proved by Hamilton in 1853 in terms of inverses of linear functions of quaternions. This corresponds to the special case of certain <span class="texhtml">4 × 4</span> real or <span class="texhtml">2 × 2</span> complex matrices. Cayley in 1858 stated the result for <span class="texhtml">3 × 3</span> and smaller matrices, but only published a proof for the <span class="texhtml">2 × 2</span> case. As for <span class="texhtml"><i>n</i> × <i>n</i></span> matrices, Cayley stated “..., I have not thought it necessary to undertake the labor of a formal proof of the theorem in the general case of a matrix of any degree”. The general case was first proved by Ferdinand Frobenius in 1878. 
<br/>(Wikipedia, The Free Encyclopedia, <a href="https://en.wikipedia.org/wiki/Cayley%E2%80%93Hamilton_theorem">https://en.wikipedia.org/wiki/Cayley%E2%80%93Hamilton_theorem</a>)"""@en ;
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