functional analysis
Open Mapping and Closed Graph Theorems
You should know: banach spaces
Overview
The open mapping theorem (Banach–Schauder theorem) and the closed graph theorem are two of the three fundamental principles of functional analysis, alongside the Hahn–Banach theorem. The open mapping theorem states that a surjective bounded linear operator between Banach spaces is an open map—it sends open sets to open sets. The closed graph theorem provides a complementary criterion: a linear operator between Banach spaces is bounded if and only if its graph is closed. Both theorems rest on the Baire category theorem applied to the Banach space structure and have profound consequences for operator theory and PDE analysis.
Intuition
The open mapping theorem says: if you can hit every target (surjective), then you can do so with uniform efficiency—nearby targets are hit by nearby inputs. The closed graph theorem says: if whenever \(x_n \to x\) and \(Tx_n \to y\) we must have \(y = Tx\) (the graph is closed), then \(T\) is automatically bounded. This is remarkable: a natural continuity condition on the graph replaces the need to directly verify boundedness.
Formal Definition
A map \(T: X \to Y\) is open if \(T(U)\) is open in \(Y\) for every open \(U \subset X\). The graph of \(T\) is \(\Gamma(T) = \{(x, Tx) : x \in X\} \subset X \times Y\).
Proofs
- (Surjectivity of \(T\).)
- (\(Y\) is a complete metric space; Baire category theorem.)
- (Scaling and homogeneity.)
- (Standard Cauchy series argument exploiting completeness of \(X\).)
Properties
Quotient map is open
Condition: Immediate from the open mapping theorem applied to the quotient.
Isomorphism criterion
Condition: Requires both X and Y to be Banach spaces.
Theorems
Worked Examples
Bound: \(|Tf(t)| \le \int_0^1 |f(s)|\,ds \le \|f\|_\infty\), so \(\|T\| \le 1\). Boundedness confirmed.
Every function in the range of \(T\) is differentiable (in fact absolutely continuous with \(F'(0)=0\)). The constant function \(g \equiv 1\) is not differentiable at 0 when expressed as an indefinite integral of a continuous function, but more simply: \(Tf(0) = 0\) for all \(f\), so \(g \equiv 1\) is not in the range.
Since \(T\) is not surjective, the open mapping theorem does not apply; indeed \(T\) is injective but its inverse is the differentiation operator, which is unbounded.
Answer: \(T\) is bounded but not surjective; the open mapping theorem's hypothesis fails and the inverse is unbounded.
Practice Problems
Two norms \(\|\cdot\|_1\) and \(\|\cdot\|_2\) on a vector space \(X\) make \(X\) a Banach space. If \(\|x\|_1 \le C\|x\|_2\) for all \(x\), prove that the norms are equivalent.
Explain why the closed graph theorem fails if \(Y\) is not complete. Give a concrete counterexample.
Let \(T: X \to Y\) be a bounded bijection between Banach spaces. Show directly (without quoting Theorem 4.2) that \(\|T^{-1}\|\) is finite.
Common Mistakes
The open mapping theorem holds for all bounded operators
Surjectivity is essential. The inclusion \(\ell^1 \hookrightarrow \ell^2\) is bounded and injective but not surjective, and its range is not open.
A map with closed graph is always continuous
This requires both domain and codomain to be Banach spaces (or at least that the domain is Baire and the codomain is metrizable). The example of differentiation on \(C^1\) with the \(L^\infty\) norm shows the theorem fails without completeness.
Quiz
Summary
- The open mapping theorem: a surjective bounded linear operator between Banach spaces sends open sets to open sets.
- Equivalently, there exists \(\delta > 0\) such that \(B_Y(0,\delta) \subset T(B_X(0,1))\).
- The bounded inverse theorem is the corollary: a bijective bounded linear operator between Banach spaces has a bounded inverse.
- The closed graph theorem: a linear operator \(T: X \to Y\) between Banach spaces is bounded if and only if its graph \(\{(x,Tx)\}\) is closed in \(X \times Y\).
- All three fundamental principles (Hahn–Banach, open mapping, uniform boundedness) ultimately rely on the Baire category theorem.
References
- BookRudin, W. Functional Analysis. 2nd ed., McGraw-Hill, 1991. Chapter 2.
- BookKreyszig, E. Introductory Functional Analysis with Applications. Wiley, 1978.
Mathematics