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The weak Dirichlet Poisson problem on an interval
Example
Assume the Axiom of Choice inherited through the cited suppliers, together with Countable Choice. Let and . Define Then is continuous on with , is the unique weak solution of with zero boundary values in the sense of Existence and uniqueness for the weak Dirichlet Poisson problem, and The solution is recovered by two integrations: is absolutely continuous, a.e. and ; for this gives the explicit . More generally, if is represented as with (Every functional is an function plus a divergence), then the weak solution is , where is taken in the distributional sense, matching the one-dimensional integration-by-parts formula. This illustrates item 13 of the design on a one-dimensional model; no general Green-function theory is claimed.
Facts & Assumptions
Given: The Axiom of Choice and Countable Choice; the interval ; a class ; the Green kernel on ; and .
Kernel facts: is continuous on with ; for one has and , so both partial derivatives are bounded by in modulus (direct computation from ; The second fundamental theorem: if is differentiable on with and is integrable, then supplies the underlying linearity and Integral over a measurable subset the Lebesgue integrals).
Dominated convergence gives convergence of integrals under an integrable bound (Dominated convergence). An indefinite integral of an function is absolutely continuous with derivative equal to the integrand a.e. by The indefinite integral of an function is absolutely continuous and The indefinite integral of an function is differentiable almost everywhere, while the recovery formula for an absolutely continuous function is Fundamental theorem of calculus for absolutely continuous functions. Integration by parts for absolutely continuous factors is Integration by parts for absolutely continuous functions, applied componentwise over . Products of absolutely continuous functions remain absolutely continuous (The product of two absolutely continuous functions is absolutely continuous); Absolute continuity of the integral controls integrals on the shrinking boundary strips, and Holder's inequality for integrals, including the endpoint cases bounds the products.
Membership criterion proved below: an absolutely continuous on with and lies in . The boundary cutoff uses the standard smooth step , which takes values in and has bounded derivative; its product and chain rules give a compactly supported approximation. The approximation is then zero-extended and mollified, using the ACL characterisation, the compact-support zero-extension theorem, convergence of mollifiers, and the density definition of (The standard smooth step function, Extreme value theorem: a continuous real function on a nonempty compact subset of attains a greatest and a least value, The chain rule, in one line from Carathéodory: if is differentiable at and is differentiable at , then is differentiable at with , Sums, scalar multiples, products and quotients: , , , and when , The ACL characterisation of , Compactly supported Sobolev functions extend by zero in every integer order, The mollifier family generated by a unit-mass smooth bump, A unit-mass smooth bump generates an approximate identity, Every approximate identity converges to the identity in for , Convolution with a mollifier is smooth, and derivatives pass under the integral sign, Zero-boundary Sobolev space as a norm closure, One-dimensional functions have unique absolutely continuous representatives).
Lax--Milgram existence and uniqueness on : for every there is a unique with for all (Existence and uniqueness for the weak Dirichlet Poisson problem, The negative Sobolev space ); if with , this datum lies in (Every functional is an function plus a divergence, The space as the quotient by null functions, Real and imaginary parts, complex conjugation, and modulus).
Proof
Differentiation under the integral: fixing and letting , the kernel identity holds for every , hence for almost every , and the quotients are bounded by because is -Lipschitz in its first variable on ; since , dominated convergence gives
Boundary cutoff: prove the criterion of [F3]. Let be absolutely continuous on with and . For set and . Then vanishes on , equals on , takes values in , and by the chain and product rules. The product is absolutely continuous with derivative and compact support in , so .
Regularity and boundary values: the formula of step 1.1 exhibits as the sum of the continuous function and a constant, so ; and by [F1], and the fundamental theorem gives . Moreover is the difference of an absolutely continuous function and a constant, so almost everywhere.
Convergence in : put . Since off and , ; in , , and the first term tends to zero because and the strips shrink to the endpoints. Near , , while near , . Therefore and both bounds tend to zero. Thus .
Mollification and closure: each has compact support inside , so its zero extension belongs to by [F3]. Mollifying at sufficiently small scales gives . The weak-derivative identity with test gives ; applying the approximate-identity result separately to and proves convergence in . Hence . Since this space is closed and in , . Applying the criterion to step 2.1 gives .
Weak identity on test functions: for , integration by parts on and step 2.1 give the boundary term vanishing because has compact support in and a.e.
Identification and uniqueness: the right-hand side is an element of by [F4], and both sides of the identity are bounded in on by H"older; since is dense in , the identity of step 3.2 extends to every . Hence is the unique weak solution of with zero boundary values. For the formula gives and .
General datum: let with and define . Then is absolutely continuous with and , so by the criterion of step 3.1; for one computes , and for , by approximating in by compactly supported smooth , for which , and using , so the identity holds. Combined with step 4.1 applied to , the function with satisfies the weak equation for the datum , and by uniqueness it is the weak solution; this is the displayed Green representation with acting on .
Conclusion: the Green function representation produces the unique weak solution on the interval, with the weak identity and the explicit case giving , and the general divergence-form datum is handled by the same kernel with ; no general Green-function theory is claimed.
Depends on
- The indefinite integral of an $L^1$ function is differentiable almost everywhere
- The indefinite integral of an $L^1$ function is absolutely continuous
- The product of two absolutely continuous functions is absolutely continuous
- Integration by parts for absolutely continuous functions
- Fundamental theorem of calculus for absolutely continuous functions
- One-dimensional $W^{1,p}$ functions have unique absolutely continuous representatives
- The Axiom of Choice
- Real and imaginary parts, complex conjugation, and modulus
- The Axiom of Countable Choice ($\mathrm{AC}_\omega$)
- The negative Sobolev space $H^{-1}(\Omega)$
- Integral over a measurable subset
- The space $L^p(\mu)$ as the quotient by null functions
- The mollifier family generated by a unit-mass smooth bump
- The standard smooth step function
- Integer-order Sobolev spaces and their norms
- Zero-boundary Sobolev space as a norm closure
- Compactly supported Sobolev functions extend by zero in every integer order
- A unit-mass smooth bump generates an $L^1$ approximate identity
- Absolute continuity of the integral
- The ACL characterisation of $W^{1,p}$
- Sums, scalar multiples, products and quotients: $(f+g)'(c) = f'(c) + g'(c)$, $(\alpha f)'(c) = \alpha f'(c)$, $(fg)'(c) = f'(c)g(c) + f(c)g'(c)$, and $(f/g)'(c) = \bigl(f'(c)g(c) - f(c)g'(c)\bigr)/g(c)^{2}$ when $g(c) \ne 0$
- The chain rule, in one line from Carathéodory: if $g$ is differentiable at $c$ and $f$ is differentiable at $g(c)$, then $f \circ g$ is differentiable at $c$ with $(f \circ g)'(c) = f'(g(c))\,g'(c)$
- Convolution with a mollifier is smooth, and derivatives pass under the integral sign
- Dominated convergence
- Every $H^{-1}$ functional is an $L^2$ function plus a divergence
- Existence and uniqueness for the weak Dirichlet Poisson problem
- The second fundamental theorem: if $G$ is differentiable on $[a,b]$ with $G' = f$ and $f$ is integrable, then $\int_a^b f = G(b)-G(a)$
- Holder's inequality for integrals, including the endpoint cases
- Extreme value theorem: a continuous real function on a nonempty compact subset of $\mathbb{R}$ attains a greatest and a least value
- If $u,v$ are differentiable on $[a,b]$ with $u',v'$ integrable, then $\int_a^b u v' = u(b)v(b)-u(a)v(a) - \int_a^b u'v$
- Every $L^1$ approximate identity converges to the identity in $L^p$ for $1 \le p < \infty$
- Integrable functions on $[a,b]$ form a set closed under sums and scalar multiples, and $\int_a^b(\lambda f+\mu g) = \lambda\int_a^b f + \mu\int_a^b g$
- Tonelli and Fubini for the completed product, with only almost-everywhere section measurability
Used by
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Sources
- Richard S. Laugesen, Linear Analysis and Partial Differential Equations (University of Illinois, 2020, complete 158-page graduate notes) (standard reference, not scraped)
- John K. Hunter, Notes on Partial Differential Equations (UC Davis, revised 18 June 2014, complete 242-page two-quarter notes) (standard reference, not scraped)
- Haim Brezis, Functional Analysis, Sobolev Spaces and Partial Differential Equations (Springer Universitext, 2011, complete 614-page text) (standard reference, not scraped)