Transformation for Integrals over Manifolds
Most of modern books on integration theory, when constructing the Lebesgue integral, do not introduce manifolds prior. The transformation for Lebesgue integrals can then be stated as follows:
Let $Omega subseteq mathbb{R}^d$ be open and $Phi colon Omega rightarrow Phi(Omega)subseteqmathbb{R}^d$ a diffeomorphism. The function $f$ is integrable on $Phi(Omega)$ if and only if $xmapsto f(Phi(x))|det(DPhi(x))|$ is on $Omega$. It then holds that
$displaystyle int_{Phi(Omega)}f(y),mathrm{d}y=int_{Omega} f(Phi(x))|det(DPhi(x))|,mathrm{d}x$
where $DPhi(x)$ is the functional matrix.
When considering integrals over manifolds one could proceed like this (where some details are omitted for the purpose of transparency and only global charts are considered):
Let $Psicolon Trightarrow Vsubseteq M, Tsubseteqmathbb{R}^k$ be a global chart.
The integral of $f$ over $M$ is then defined as
$displaystyle int_M f(x),mathrm{d}S(x)=int_T f(Psi(t))sqrt{g(t)},mathrm{d}t$
where $g$ is the gramian determinant of the chart $Psi$.
I am looking for an analogue of the first integral transformation for manifolds. Has this anything to do with a change of charts? Also, if I remember correctly, in the theory of differentialforms this analogue is the pullback of a form, is this correct? Do you have to invoke parametrisations for a pullback, too?
integration differential-geometry differential-topology
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Most of modern books on integration theory, when constructing the Lebesgue integral, do not introduce manifolds prior. The transformation for Lebesgue integrals can then be stated as follows:
Let $Omega subseteq mathbb{R}^d$ be open and $Phi colon Omega rightarrow Phi(Omega)subseteqmathbb{R}^d$ a diffeomorphism. The function $f$ is integrable on $Phi(Omega)$ if and only if $xmapsto f(Phi(x))|det(DPhi(x))|$ is on $Omega$. It then holds that
$displaystyle int_{Phi(Omega)}f(y),mathrm{d}y=int_{Omega} f(Phi(x))|det(DPhi(x))|,mathrm{d}x$
where $DPhi(x)$ is the functional matrix.
When considering integrals over manifolds one could proceed like this (where some details are omitted for the purpose of transparency and only global charts are considered):
Let $Psicolon Trightarrow Vsubseteq M, Tsubseteqmathbb{R}^k$ be a global chart.
The integral of $f$ over $M$ is then defined as
$displaystyle int_M f(x),mathrm{d}S(x)=int_T f(Psi(t))sqrt{g(t)},mathrm{d}t$
where $g$ is the gramian determinant of the chart $Psi$.
I am looking for an analogue of the first integral transformation for manifolds. Has this anything to do with a change of charts? Also, if I remember correctly, in the theory of differentialforms this analogue is the pullback of a form, is this correct? Do you have to invoke parametrisations for a pullback, too?
integration differential-geometry differential-topology
add a comment |
Most of modern books on integration theory, when constructing the Lebesgue integral, do not introduce manifolds prior. The transformation for Lebesgue integrals can then be stated as follows:
Let $Omega subseteq mathbb{R}^d$ be open and $Phi colon Omega rightarrow Phi(Omega)subseteqmathbb{R}^d$ a diffeomorphism. The function $f$ is integrable on $Phi(Omega)$ if and only if $xmapsto f(Phi(x))|det(DPhi(x))|$ is on $Omega$. It then holds that
$displaystyle int_{Phi(Omega)}f(y),mathrm{d}y=int_{Omega} f(Phi(x))|det(DPhi(x))|,mathrm{d}x$
where $DPhi(x)$ is the functional matrix.
When considering integrals over manifolds one could proceed like this (where some details are omitted for the purpose of transparency and only global charts are considered):
Let $Psicolon Trightarrow Vsubseteq M, Tsubseteqmathbb{R}^k$ be a global chart.
The integral of $f$ over $M$ is then defined as
$displaystyle int_M f(x),mathrm{d}S(x)=int_T f(Psi(t))sqrt{g(t)},mathrm{d}t$
where $g$ is the gramian determinant of the chart $Psi$.
I am looking for an analogue of the first integral transformation for manifolds. Has this anything to do with a change of charts? Also, if I remember correctly, in the theory of differentialforms this analogue is the pullback of a form, is this correct? Do you have to invoke parametrisations for a pullback, too?
integration differential-geometry differential-topology
Most of modern books on integration theory, when constructing the Lebesgue integral, do not introduce manifolds prior. The transformation for Lebesgue integrals can then be stated as follows:
Let $Omega subseteq mathbb{R}^d$ be open and $Phi colon Omega rightarrow Phi(Omega)subseteqmathbb{R}^d$ a diffeomorphism. The function $f$ is integrable on $Phi(Omega)$ if and only if $xmapsto f(Phi(x))|det(DPhi(x))|$ is on $Omega$. It then holds that
$displaystyle int_{Phi(Omega)}f(y),mathrm{d}y=int_{Omega} f(Phi(x))|det(DPhi(x))|,mathrm{d}x$
where $DPhi(x)$ is the functional matrix.
When considering integrals over manifolds one could proceed like this (where some details are omitted for the purpose of transparency and only global charts are considered):
Let $Psicolon Trightarrow Vsubseteq M, Tsubseteqmathbb{R}^k$ be a global chart.
The integral of $f$ over $M$ is then defined as
$displaystyle int_M f(x),mathrm{d}S(x)=int_T f(Psi(t))sqrt{g(t)},mathrm{d}t$
where $g$ is the gramian determinant of the chart $Psi$.
I am looking for an analogue of the first integral transformation for manifolds. Has this anything to do with a change of charts? Also, if I remember correctly, in the theory of differentialforms this analogue is the pullback of a form, is this correct? Do you have to invoke parametrisations for a pullback, too?
integration differential-geometry differential-topology
integration differential-geometry differential-topology
asked Dec 1 at 0:19
EpsilonDelta
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Given a parametric $k$-dimensional manifold $Psi colon V rightarrow mathbb{R}^n$ where $V subseteq mathbb{R}^k$ is an open subset and $Psi$ satisfies the usual conditions (one-to-one, smooth, full-rank), the integral over $M = Psi(V)$ of a function $f colon M rightarrow mathbb{R}$ is defined by
$$ int_{M} f , dS := int_V f(Psi(y)) , sqrt{det (DPsi^T(y)cdot DPsi(y))} , dy. $$
To make sure this definition makes sense, we need to verify that it is actually independent of the specific parametrization (chart) of $M$. If $Phi colon V' rightarrow mathbb{R}^n$ is another parametrization of $M$ then $g := Psi^{-1} circ Phi colon V' rightarrow V$ is a diffeomorphism between open sets $V,V' subseteq mathbb{R}^k$ and the regular change of variables formula implies that
$$ int_V f(Psi(y)) , sqrt{det left( DPsi^T(y) cdot DPsi(y) right)} , dy = int_{V'} f(Psi(g(x))) sqrt{det left( DPsi^T(g(x)) cdot DPsi(g(x)) right)} left| det Dg(x) right| dx $$
Note that
$$ Psi(g(x)) = Psi(Psi^{-1}(Phi(x))) = Phi(x), \
f(Psi(g(x)) = f(Phi(x)), \
DPhi(x) = DPsi(g(x)) cdot Dg(x), \
sqrt{det left( DPsi^T(g(x)) cdot DPsi(g(x)) right)} left| det Dg(x) right| = \
sqrt{ det(Dg^T(x)) det left( DPsi^T(g(x)) cdot DPsi(g(x)) right) det(Dg(x)) } = \
sqrt{det left( Dg^T(x) cdot DPsi^T(g(x)) cdot DPsi(g(x)) cdot Dg(x) right)} = \
sqrt{ det left( DPhi^T(x) cdot DPhi(x) right) } $$
and so we also get
$$ int_V f(Psi(y)) , sqrt{det left( DPsi^T(y) cdot DPsi(y) right)} , dy = int_{V'} f(Phi(x)) , sqrt{ det left( DPhi^T(x) cdot DPhi(x) right) } , dx. $$
In other words, the invariance of the integral where changing charts follows from the regular change of variables rule. Note that if $k = n = d$, the independence of the definition on the chart is precisely the statement of the change of variables rule.
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Given a parametric $k$-dimensional manifold $Psi colon V rightarrow mathbb{R}^n$ where $V subseteq mathbb{R}^k$ is an open subset and $Psi$ satisfies the usual conditions (one-to-one, smooth, full-rank), the integral over $M = Psi(V)$ of a function $f colon M rightarrow mathbb{R}$ is defined by
$$ int_{M} f , dS := int_V f(Psi(y)) , sqrt{det (DPsi^T(y)cdot DPsi(y))} , dy. $$
To make sure this definition makes sense, we need to verify that it is actually independent of the specific parametrization (chart) of $M$. If $Phi colon V' rightarrow mathbb{R}^n$ is another parametrization of $M$ then $g := Psi^{-1} circ Phi colon V' rightarrow V$ is a diffeomorphism between open sets $V,V' subseteq mathbb{R}^k$ and the regular change of variables formula implies that
$$ int_V f(Psi(y)) , sqrt{det left( DPsi^T(y) cdot DPsi(y) right)} , dy = int_{V'} f(Psi(g(x))) sqrt{det left( DPsi^T(g(x)) cdot DPsi(g(x)) right)} left| det Dg(x) right| dx $$
Note that
$$ Psi(g(x)) = Psi(Psi^{-1}(Phi(x))) = Phi(x), \
f(Psi(g(x)) = f(Phi(x)), \
DPhi(x) = DPsi(g(x)) cdot Dg(x), \
sqrt{det left( DPsi^T(g(x)) cdot DPsi(g(x)) right)} left| det Dg(x) right| = \
sqrt{ det(Dg^T(x)) det left( DPsi^T(g(x)) cdot DPsi(g(x)) right) det(Dg(x)) } = \
sqrt{det left( Dg^T(x) cdot DPsi^T(g(x)) cdot DPsi(g(x)) cdot Dg(x) right)} = \
sqrt{ det left( DPhi^T(x) cdot DPhi(x) right) } $$
and so we also get
$$ int_V f(Psi(y)) , sqrt{det left( DPsi^T(y) cdot DPsi(y) right)} , dy = int_{V'} f(Phi(x)) , sqrt{ det left( DPhi^T(x) cdot DPhi(x) right) } , dx. $$
In other words, the invariance of the integral where changing charts follows from the regular change of variables rule. Note that if $k = n = d$, the independence of the definition on the chart is precisely the statement of the change of variables rule.
add a comment |
Given a parametric $k$-dimensional manifold $Psi colon V rightarrow mathbb{R}^n$ where $V subseteq mathbb{R}^k$ is an open subset and $Psi$ satisfies the usual conditions (one-to-one, smooth, full-rank), the integral over $M = Psi(V)$ of a function $f colon M rightarrow mathbb{R}$ is defined by
$$ int_{M} f , dS := int_V f(Psi(y)) , sqrt{det (DPsi^T(y)cdot DPsi(y))} , dy. $$
To make sure this definition makes sense, we need to verify that it is actually independent of the specific parametrization (chart) of $M$. If $Phi colon V' rightarrow mathbb{R}^n$ is another parametrization of $M$ then $g := Psi^{-1} circ Phi colon V' rightarrow V$ is a diffeomorphism between open sets $V,V' subseteq mathbb{R}^k$ and the regular change of variables formula implies that
$$ int_V f(Psi(y)) , sqrt{det left( DPsi^T(y) cdot DPsi(y) right)} , dy = int_{V'} f(Psi(g(x))) sqrt{det left( DPsi^T(g(x)) cdot DPsi(g(x)) right)} left| det Dg(x) right| dx $$
Note that
$$ Psi(g(x)) = Psi(Psi^{-1}(Phi(x))) = Phi(x), \
f(Psi(g(x)) = f(Phi(x)), \
DPhi(x) = DPsi(g(x)) cdot Dg(x), \
sqrt{det left( DPsi^T(g(x)) cdot DPsi(g(x)) right)} left| det Dg(x) right| = \
sqrt{ det(Dg^T(x)) det left( DPsi^T(g(x)) cdot DPsi(g(x)) right) det(Dg(x)) } = \
sqrt{det left( Dg^T(x) cdot DPsi^T(g(x)) cdot DPsi(g(x)) cdot Dg(x) right)} = \
sqrt{ det left( DPhi^T(x) cdot DPhi(x) right) } $$
and so we also get
$$ int_V f(Psi(y)) , sqrt{det left( DPsi^T(y) cdot DPsi(y) right)} , dy = int_{V'} f(Phi(x)) , sqrt{ det left( DPhi^T(x) cdot DPhi(x) right) } , dx. $$
In other words, the invariance of the integral where changing charts follows from the regular change of variables rule. Note that if $k = n = d$, the independence of the definition on the chart is precisely the statement of the change of variables rule.
add a comment |
Given a parametric $k$-dimensional manifold $Psi colon V rightarrow mathbb{R}^n$ where $V subseteq mathbb{R}^k$ is an open subset and $Psi$ satisfies the usual conditions (one-to-one, smooth, full-rank), the integral over $M = Psi(V)$ of a function $f colon M rightarrow mathbb{R}$ is defined by
$$ int_{M} f , dS := int_V f(Psi(y)) , sqrt{det (DPsi^T(y)cdot DPsi(y))} , dy. $$
To make sure this definition makes sense, we need to verify that it is actually independent of the specific parametrization (chart) of $M$. If $Phi colon V' rightarrow mathbb{R}^n$ is another parametrization of $M$ then $g := Psi^{-1} circ Phi colon V' rightarrow V$ is a diffeomorphism between open sets $V,V' subseteq mathbb{R}^k$ and the regular change of variables formula implies that
$$ int_V f(Psi(y)) , sqrt{det left( DPsi^T(y) cdot DPsi(y) right)} , dy = int_{V'} f(Psi(g(x))) sqrt{det left( DPsi^T(g(x)) cdot DPsi(g(x)) right)} left| det Dg(x) right| dx $$
Note that
$$ Psi(g(x)) = Psi(Psi^{-1}(Phi(x))) = Phi(x), \
f(Psi(g(x)) = f(Phi(x)), \
DPhi(x) = DPsi(g(x)) cdot Dg(x), \
sqrt{det left( DPsi^T(g(x)) cdot DPsi(g(x)) right)} left| det Dg(x) right| = \
sqrt{ det(Dg^T(x)) det left( DPsi^T(g(x)) cdot DPsi(g(x)) right) det(Dg(x)) } = \
sqrt{det left( Dg^T(x) cdot DPsi^T(g(x)) cdot DPsi(g(x)) cdot Dg(x) right)} = \
sqrt{ det left( DPhi^T(x) cdot DPhi(x) right) } $$
and so we also get
$$ int_V f(Psi(y)) , sqrt{det left( DPsi^T(y) cdot DPsi(y) right)} , dy = int_{V'} f(Phi(x)) , sqrt{ det left( DPhi^T(x) cdot DPhi(x) right) } , dx. $$
In other words, the invariance of the integral where changing charts follows from the regular change of variables rule. Note that if $k = n = d$, the independence of the definition on the chart is precisely the statement of the change of variables rule.
Given a parametric $k$-dimensional manifold $Psi colon V rightarrow mathbb{R}^n$ where $V subseteq mathbb{R}^k$ is an open subset and $Psi$ satisfies the usual conditions (one-to-one, smooth, full-rank), the integral over $M = Psi(V)$ of a function $f colon M rightarrow mathbb{R}$ is defined by
$$ int_{M} f , dS := int_V f(Psi(y)) , sqrt{det (DPsi^T(y)cdot DPsi(y))} , dy. $$
To make sure this definition makes sense, we need to verify that it is actually independent of the specific parametrization (chart) of $M$. If $Phi colon V' rightarrow mathbb{R}^n$ is another parametrization of $M$ then $g := Psi^{-1} circ Phi colon V' rightarrow V$ is a diffeomorphism between open sets $V,V' subseteq mathbb{R}^k$ and the regular change of variables formula implies that
$$ int_V f(Psi(y)) , sqrt{det left( DPsi^T(y) cdot DPsi(y) right)} , dy = int_{V'} f(Psi(g(x))) sqrt{det left( DPsi^T(g(x)) cdot DPsi(g(x)) right)} left| det Dg(x) right| dx $$
Note that
$$ Psi(g(x)) = Psi(Psi^{-1}(Phi(x))) = Phi(x), \
f(Psi(g(x)) = f(Phi(x)), \
DPhi(x) = DPsi(g(x)) cdot Dg(x), \
sqrt{det left( DPsi^T(g(x)) cdot DPsi(g(x)) right)} left| det Dg(x) right| = \
sqrt{ det(Dg^T(x)) det left( DPsi^T(g(x)) cdot DPsi(g(x)) right) det(Dg(x)) } = \
sqrt{det left( Dg^T(x) cdot DPsi^T(g(x)) cdot DPsi(g(x)) cdot Dg(x) right)} = \
sqrt{ det left( DPhi^T(x) cdot DPhi(x) right) } $$
and so we also get
$$ int_V f(Psi(y)) , sqrt{det left( DPsi^T(y) cdot DPsi(y) right)} , dy = int_{V'} f(Phi(x)) , sqrt{ det left( DPhi^T(x) cdot DPhi(x) right) } , dx. $$
In other words, the invariance of the integral where changing charts follows from the regular change of variables rule. Note that if $k = n = d$, the independence of the definition on the chart is precisely the statement of the change of variables rule.
answered Dec 1 at 15:41
levap
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