Computing Frechet derivative
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Let $F:C^{([-1,1])}rightarrow C^{([-1,1])}$ defined as $F(q)(x)=q^{2}(-x)$.
I want to find the derivative of this function my current stratergy is to use the directional derivative so $dF(q)(x)h= frac{d}{depsilon}|_{epsilon=0} (q+epsilon h)^{2}(-x)=2hq(-x)$.
Is this correct of do i need to do something different?
functional-analysis frechet-derivative
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$begingroup$
Let $F:C^{([-1,1])}rightarrow C^{([-1,1])}$ defined as $F(q)(x)=q^{2}(-x)$.
I want to find the derivative of this function my current stratergy is to use the directional derivative so $dF(q)(x)h= frac{d}{depsilon}|_{epsilon=0} (q+epsilon h)^{2}(-x)=2hq(-x)$.
Is this correct of do i need to do something different?
functional-analysis frechet-derivative
$endgroup$
add a comment |
$begingroup$
Let $F:C^{([-1,1])}rightarrow C^{([-1,1])}$ defined as $F(q)(x)=q^{2}(-x)$.
I want to find the derivative of this function my current stratergy is to use the directional derivative so $dF(q)(x)h= frac{d}{depsilon}|_{epsilon=0} (q+epsilon h)^{2}(-x)=2hq(-x)$.
Is this correct of do i need to do something different?
functional-analysis frechet-derivative
$endgroup$
Let $F:C^{([-1,1])}rightarrow C^{([-1,1])}$ defined as $F(q)(x)=q^{2}(-x)$.
I want to find the derivative of this function my current stratergy is to use the directional derivative so $dF(q)(x)h= frac{d}{depsilon}|_{epsilon=0} (q+epsilon h)^{2}(-x)=2hq(-x)$.
Is this correct of do i need to do something different?
functional-analysis frechet-derivative
functional-analysis frechet-derivative
edited Feb 3 at 14:44
Roger
asked Feb 3 at 10:17
RogerRoger
847
847
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Let $mathrm{H} = mathscr{C}(mathrm{I}),$ the space of continuous real-valued functions defined on the compact interval $mathrm{I}$ the with norm of suprema. Let $s$ be the function $mathrm{H} to mathrm{H}$ given by $s(f)(x) = f(-x),$ $z$ the function $mathrm{H} to mathrm{H} times mathrm{H}$ given by $q mapsto (q, q)$ and let $B$ the function $mathrm{H} times mathrm{H} to mathrm{H}$ given by $B(f,g) = fg.$ It is easy to see $s$ and $z$ are continuous linear functions and $B$ is a continuous bilinear (with $|B| leq 1$). The function you want to differentiat is given $F = B circ z circ s.$ By the chain rule, $F'(q) = B'(s(q), s(q)) circ z circ s;$ hence, $F'(q) cdot h = B'(s(q), s(q)) cdot (s(h), s(h)) = 2 s(q) s(h),$ if you evaluate in a point $x$ this becomes $big(F'(q) cdot h big)(x) = 2q(-x)h(-x).$ Q.E.D.
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1 Answer
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$begingroup$
Let $mathrm{H} = mathscr{C}(mathrm{I}),$ the space of continuous real-valued functions defined on the compact interval $mathrm{I}$ the with norm of suprema. Let $s$ be the function $mathrm{H} to mathrm{H}$ given by $s(f)(x) = f(-x),$ $z$ the function $mathrm{H} to mathrm{H} times mathrm{H}$ given by $q mapsto (q, q)$ and let $B$ the function $mathrm{H} times mathrm{H} to mathrm{H}$ given by $B(f,g) = fg.$ It is easy to see $s$ and $z$ are continuous linear functions and $B$ is a continuous bilinear (with $|B| leq 1$). The function you want to differentiat is given $F = B circ z circ s.$ By the chain rule, $F'(q) = B'(s(q), s(q)) circ z circ s;$ hence, $F'(q) cdot h = B'(s(q), s(q)) cdot (s(h), s(h)) = 2 s(q) s(h),$ if you evaluate in a point $x$ this becomes $big(F'(q) cdot h big)(x) = 2q(-x)h(-x).$ Q.E.D.
$endgroup$
add a comment |
$begingroup$
Let $mathrm{H} = mathscr{C}(mathrm{I}),$ the space of continuous real-valued functions defined on the compact interval $mathrm{I}$ the with norm of suprema. Let $s$ be the function $mathrm{H} to mathrm{H}$ given by $s(f)(x) = f(-x),$ $z$ the function $mathrm{H} to mathrm{H} times mathrm{H}$ given by $q mapsto (q, q)$ and let $B$ the function $mathrm{H} times mathrm{H} to mathrm{H}$ given by $B(f,g) = fg.$ It is easy to see $s$ and $z$ are continuous linear functions and $B$ is a continuous bilinear (with $|B| leq 1$). The function you want to differentiat is given $F = B circ z circ s.$ By the chain rule, $F'(q) = B'(s(q), s(q)) circ z circ s;$ hence, $F'(q) cdot h = B'(s(q), s(q)) cdot (s(h), s(h)) = 2 s(q) s(h),$ if you evaluate in a point $x$ this becomes $big(F'(q) cdot h big)(x) = 2q(-x)h(-x).$ Q.E.D.
$endgroup$
add a comment |
$begingroup$
Let $mathrm{H} = mathscr{C}(mathrm{I}),$ the space of continuous real-valued functions defined on the compact interval $mathrm{I}$ the with norm of suprema. Let $s$ be the function $mathrm{H} to mathrm{H}$ given by $s(f)(x) = f(-x),$ $z$ the function $mathrm{H} to mathrm{H} times mathrm{H}$ given by $q mapsto (q, q)$ and let $B$ the function $mathrm{H} times mathrm{H} to mathrm{H}$ given by $B(f,g) = fg.$ It is easy to see $s$ and $z$ are continuous linear functions and $B$ is a continuous bilinear (with $|B| leq 1$). The function you want to differentiat is given $F = B circ z circ s.$ By the chain rule, $F'(q) = B'(s(q), s(q)) circ z circ s;$ hence, $F'(q) cdot h = B'(s(q), s(q)) cdot (s(h), s(h)) = 2 s(q) s(h),$ if you evaluate in a point $x$ this becomes $big(F'(q) cdot h big)(x) = 2q(-x)h(-x).$ Q.E.D.
$endgroup$
Let $mathrm{H} = mathscr{C}(mathrm{I}),$ the space of continuous real-valued functions defined on the compact interval $mathrm{I}$ the with norm of suprema. Let $s$ be the function $mathrm{H} to mathrm{H}$ given by $s(f)(x) = f(-x),$ $z$ the function $mathrm{H} to mathrm{H} times mathrm{H}$ given by $q mapsto (q, q)$ and let $B$ the function $mathrm{H} times mathrm{H} to mathrm{H}$ given by $B(f,g) = fg.$ It is easy to see $s$ and $z$ are continuous linear functions and $B$ is a continuous bilinear (with $|B| leq 1$). The function you want to differentiat is given $F = B circ z circ s.$ By the chain rule, $F'(q) = B'(s(q), s(q)) circ z circ s;$ hence, $F'(q) cdot h = B'(s(q), s(q)) cdot (s(h), s(h)) = 2 s(q) s(h),$ if you evaluate in a point $x$ this becomes $big(F'(q) cdot h big)(x) = 2q(-x)h(-x).$ Q.E.D.
answered Feb 5 at 18:06


Will M.Will M.
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