Difference between revisions of "Parameter-dependent integral"
(TeX) |
m (label) |
||
(3 intermediate revisions by the same user not shown) | |||
Line 2: | Line 2: | ||
An integral of the type | An integral of the type | ||
− | $$J(y)=\int f(x,y)dx,$$ | + | $$J(y)=\int f(x,y)\,dx,$$ |
in which the point $x=(x_1,\ldots,x_n)$ ranges over the space $\mathbf R^n$ (if the point ranges only over a certain domain $D$ in $\mathbf R^n$, the function $f(x,y)$ may be assumed to vanish for $x\in\mathbf R^n\setminus D$), while the point $y=(y_1,\ldots,y_m)$, representing a set of parameters $y_1,\ldots,y_m$, varies within some domain $G$ of the space $\mathbf R^m$. | in which the point $x=(x_1,\ldots,x_n)$ ranges over the space $\mathbf R^n$ (if the point ranges only over a certain domain $D$ in $\mathbf R^n$, the function $f(x,y)$ may be assumed to vanish for $x\in\mathbf R^n\setminus D$), while the point $y=(y_1,\ldots,y_m)$, representing a set of parameters $y_1,\ldots,y_m$, varies within some domain $G$ of the space $\mathbf R^m$. | ||
Line 8: | Line 8: | ||
The main concern of the theory of such integrals is to determine conditions for the continuity and differentiability of $J(y)$ with respect to the parameters $y_1,\ldots,y_m$. If $J(y)$ is interpreted as a [[Lebesgue integral|Lebesgue integral]], one obtains less restrictive conditions for its continuity and differentiability. The following propositions are valid. | The main concern of the theory of such integrals is to determine conditions for the continuity and differentiability of $J(y)$ with respect to the parameters $y_1,\ldots,y_m$. If $J(y)$ is interpreted as a [[Lebesgue integral|Lebesgue integral]], one obtains less restrictive conditions for its continuity and differentiability. The following propositions are valid. | ||
− | 1) If $f(x,y)$ is continuous in $y$ in the domain $G\subset\mathbf R^m$ for almost-all $x\in\mathbf R^n$ and if there exists an integrable function $g$ on $\mathbf R^n$ such that $f(x,y)\leq g(x)$ for every $y\in G$ and almost-all $x\in\mathbf R^n$, then $J(y)$ is continuous in $G$. | + | 1) If $f(x,y)$ is continuous in $y$ in the domain $G\subset\mathbf R^m$ for almost-all $x\in\mathbf R^n$ and if there exists an integrable function $g$ on $\mathbf R^n$ such that $|f(x,y)|\leq g(x)$ for every $y\in G$ and almost-all $x\in\mathbf R^n$, then $J(y)$ is continuous in $G$. |
− | 2) Let $f(x,t)$ be a function defined for $x\in\mathbf R^n$, $t\in(a,b)$. Assume that the derivative $\partial f(x,t)/\partial t$ exists for almost-all $x\in\mathbf R^n$ and every $t\in(a,b)$ and that is a continuous function of $t$ on $(a,b)$ for almost-all $x\in\mathbf R^n$. Assume, moreover, that there exists an integrable function $g$ on $\mathbf R^n$ such that $|\partial f(x,t)/\partial t|\leq g(x)$ for every $t\in(a,b)$ and almost-all $x\in\mathbf R^n. Finally, assume that for some $t_0\in(a,b)$ the integral | + | 2) Let $f(x,t)$ be a function defined for $x\in\mathbf R^n$, $t\in(a,b)$. Assume that the derivative $\partial f(x,t)/\partial t$ exists for almost-all $x\in\mathbf R^n$ and every $t\in(a,b)$ and that is a continuous function of $t$ on $(a,b)$ for almost-all $x\in\mathbf R^n$. Assume, moreover, that there exists an integrable function $g$ on $\mathbf R^n$ such that $|\partial f(x,t)/\partial t|\leq g(x)$ for every $t\in(a,b)$ and almost-all $x\in\mathbf R^n$. Finally, assume that for some $t_0\in(a,b)$ the integral |
− | $$\int f(x,t_0)dx$$ | + | $$\int f(x,t_0)\,dx$$ |
exists. Then the function | exists. Then the function | ||
− | $$J(t)=\int f(x,t)dx$$ | + | $$J(t)=\int f(x,t)\,dx$$ |
is differentiable with respect to $t$ on $(a,b)$, and its derivative $J'(t)$ may be evaluated by differentiating under the integral sign: | is differentiable with respect to $t$ on $(a,b)$, and its derivative $J'(t)$ may be evaluated by differentiating under the integral sign: | ||
− | $$J'(t)=\int\frac{\partial f}{\partial t}(x,t)dx.$$ | + | $$J'(t)=\int\frac{\partial f}{\partial t}(x,t)\,dx.$$ |
These two propositions imply a series of simpler propositions about the continuity and differentiability of integrals with parameters, relating to the interpretation of the integral as a Riemann integral and to more specific cases (see [[#References|[2]]]–[[#References|[4]]]). | These two propositions imply a series of simpler propositions about the continuity and differentiability of integrals with parameters, relating to the interpretation of the integral as a Riemann integral and to more specific cases (see [[#References|[2]]]–[[#References|[4]]]). | ||
Line 27: | Line 27: | ||
For the simplest [[Improper integral|improper integral]] of the first kind, | For the simplest [[Improper integral|improper integral]] of the first kind, | ||
− | $$J(t)=\ | + | $$J(t)=\int\limits_a^\infty f(x,t)\,dx,\label{*}\tag{*}$$ |
one introduces the notion of uniform convergence with respect to the parameter $t$ in a closed interval $c\leq t\leq d$. This integral is said to be uniformly convergent in $t$ on $[c,d]$ if, for each $\epsilon>0$, there exists an $A(\epsilon)>0$ such that | one introduces the notion of uniform convergence with respect to the parameter $t$ in a closed interval $c\leq t\leq d$. This integral is said to be uniformly convergent in $t$ on $[c,d]$ if, for each $\epsilon>0$, there exists an $A(\epsilon)>0$ such that | ||
− | $$\left|\ | + | $$\left|\int\limits_R^\infty f(x,t)\,dx\right|<\epsilon$$ |
for all $R\geq A(\epsilon)$. | for all $R\geq A(\epsilon)$. | ||
Line 37: | Line 37: | ||
The following propositions are valid. | The following propositions are valid. | ||
− | a) If $f(x,t)$ is continuous in a half-strip $[a\leq x<\infty,c<t\leq d]$ and if the integral \ | + | a) If $f(x,t)$ is continuous in a half-strip $[a\leq x<\infty,c<t\leq d]$ and if the integral \eqref{*} is uniformly convergent in $t$ on $[c,d]$, then $J(t)$ is continuous in $c<t\leq d$. |
− | b) If $f(x,t)$ and the derivative $\partial f(x,t)/\partial t$ are continuous in a half-strip $[a\leq x<\infty,c\leq t\leq d]$, if the integral \ | + | b) If $f(x,t)$ and the derivative $\partial f(x,t)/\partial t$ are continuous in a half-strip $[a\leq x<\infty,c\leq t\leq d]$, if the integral \eqref{*} is convergent for some $t\in[c,d]$ and if the integral |
− | $$\ | + | $$\int\limits_a^\infty\frac{\partial f}{\partial t}(x,t)\,dx$$ |
is uniformly convergent in $t$ on $[c,d]$, then the function $J(t)$ is differentiable on $[c,d]$ and its derivative may be evaluated by the formula | is uniformly convergent in $t$ on $[c,d]$, then the function $J(t)$ is differentiable on $[c,d]$ and its derivative may be evaluated by the formula | ||
− | $$J'(t)=\ | + | $$J'(t)=\int\limits_a^\infty\frac{\partial f}{\partial t}(x,t)\,dx.$$ |
Analogous propositions hold for improper integrals of the second kind. | Analogous propositions hold for improper integrals of the second kind. |
Latest revision as of 17:33, 14 February 2020
An integral of the type
$$J(y)=\int f(x,y)\,dx,$$
in which the point $x=(x_1,\ldots,x_n)$ ranges over the space $\mathbf R^n$ (if the point ranges only over a certain domain $D$ in $\mathbf R^n$, the function $f(x,y)$ may be assumed to vanish for $x\in\mathbf R^n\setminus D$), while the point $y=(y_1,\ldots,y_m)$, representing a set of parameters $y_1,\ldots,y_m$, varies within some domain $G$ of the space $\mathbf R^m$.
The main concern of the theory of such integrals is to determine conditions for the continuity and differentiability of $J(y)$ with respect to the parameters $y_1,\ldots,y_m$. If $J(y)$ is interpreted as a Lebesgue integral, one obtains less restrictive conditions for its continuity and differentiability. The following propositions are valid.
1) If $f(x,y)$ is continuous in $y$ in the domain $G\subset\mathbf R^m$ for almost-all $x\in\mathbf R^n$ and if there exists an integrable function $g$ on $\mathbf R^n$ such that $|f(x,y)|\leq g(x)$ for every $y\in G$ and almost-all $x\in\mathbf R^n$, then $J(y)$ is continuous in $G$.
2) Let $f(x,t)$ be a function defined for $x\in\mathbf R^n$, $t\in(a,b)$. Assume that the derivative $\partial f(x,t)/\partial t$ exists for almost-all $x\in\mathbf R^n$ and every $t\in(a,b)$ and that is a continuous function of $t$ on $(a,b)$ for almost-all $x\in\mathbf R^n$. Assume, moreover, that there exists an integrable function $g$ on $\mathbf R^n$ such that $|\partial f(x,t)/\partial t|\leq g(x)$ for every $t\in(a,b)$ and almost-all $x\in\mathbf R^n$. Finally, assume that for some $t_0\in(a,b)$ the integral
$$\int f(x,t_0)\,dx$$
exists. Then the function
$$J(t)=\int f(x,t)\,dx$$
is differentiable with respect to $t$ on $(a,b)$, and its derivative $J'(t)$ may be evaluated by differentiating under the integral sign:
$$J'(t)=\int\frac{\partial f}{\partial t}(x,t)\,dx.$$
These two propositions imply a series of simpler propositions about the continuity and differentiability of integrals with parameters, relating to the interpretation of the integral as a Riemann integral and to more specific cases (see [2]–[4]).
Parameter-dependent improper integrals.
For the simplest improper integral of the first kind,
$$J(t)=\int\limits_a^\infty f(x,t)\,dx,\label{*}\tag{*}$$
one introduces the notion of uniform convergence with respect to the parameter $t$ in a closed interval $c\leq t\leq d$. This integral is said to be uniformly convergent in $t$ on $[c,d]$ if, for each $\epsilon>0$, there exists an $A(\epsilon)>0$ such that
$$\left|\int\limits_R^\infty f(x,t)\,dx\right|<\epsilon$$
for all $R\geq A(\epsilon)$.
The following propositions are valid.
a) If $f(x,t)$ is continuous in a half-strip $[a\leq x<\infty,c<t\leq d]$ and if the integral \eqref{*} is uniformly convergent in $t$ on $[c,d]$, then $J(t)$ is continuous in $c<t\leq d$.
b) If $f(x,t)$ and the derivative $\partial f(x,t)/\partial t$ are continuous in a half-strip $[a\leq x<\infty,c\leq t\leq d]$, if the integral \eqref{*} is convergent for some $t\in[c,d]$ and if the integral
$$\int\limits_a^\infty\frac{\partial f}{\partial t}(x,t)\,dx$$
is uniformly convergent in $t$ on $[c,d]$, then the function $J(t)$ is differentiable on $[c,d]$ and its derivative may be evaluated by the formula
$$J'(t)=\int\limits_a^\infty\frac{\partial f}{\partial t}(x,t)\,dx.$$
Analogous propositions hold for improper integrals of the second kind.
References
[1] | V.S. Vladimirov, "Equations of mathematical physics" , MIR (1984) (Translated from Russian) |
[2] | V.A. Il'in, E.G. Poznyak, "Fundamentals of mathematical analysis" , 2 , MIR (1982) (Translated from Russian) |
[3] | L.D. Kudryavtsev, "Mathematical analysis" , 2 , Moscow (1970) (In Russian) |
[4] | S.M. Nikol'skii, "A course of mathematical analysis" , 2 , MIR (1977) (Translated from Russian) |
[5] | A.N. [A.N. Tikhonov] Tichonoff, A.A. Samarskii, "Differentialgleichungen der mathematischen Physik" , Deutsch. Verlag Wissenschaft. (1959) (Translated from Russian) |
Comments
The propositions stated are simple consequences of Lebesgue's dominated convergence principle (see Lebesgue theorem 2)).
Parameter-dependent integral. Encyclopedia of Mathematics. URL: http://encyclopediaofmath.org/index.php?title=Parameter-dependent_integral&oldid=32839