• Title: Uniform Boundedness Principle / Banach–Steinhaus Theorem

  • Series: Functional Analysis

  • Chapter: Core Results in Functional Analysis

  • YouTube-Title: Functional Analysis 24 | Uniform Boundedness Principle / Banach–Steinhaus Theorem

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  • Timestamps

    00:00 Introduction

    01:19 Theorem

    03:20 Proposition

    04:33 Proof

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  • Quiz Content

    Q1: Let $X,Y$ be two Banach spaces and $\mathcal{B}(X,Y)$ the space of bounded linear operators from $X$ to $Y$. Is $\mathcal{B}(X,Y)$ also a Banach space?

    A1: Yes, it is.

    A2: No, there are finite-dimensional counterexamples.

    A3: No, it’s only a Banach space for finite-dimensional spaces $X$ and $Y$.

    A4: No, never.

    Q2: Let $X,Y$ be two Banach spaces and $\mathcal{B}(X,Y)$ the space of bounded linear operators from $X$ to $Y$. What does it mean that a subset $\mathcal{M} \subseteq \mathcal{B}(X,Y)$ is pointwisely bounded?

    A1: For all $x \in X$, there is a $C > 0$ such that for all $T \in \mathcal{M}$ we have $ | T x |_Y \leq C$.

    A2: For all $C > 0$, there is a $x \in X$ such that for all $T \in \mathcal{M}$ we have $ | T x |_Y \leq C$.

    A3: For all $x \in X$, there is a $T \in \mathcal{M}$ such that for all $C > 0$ we have $ | T x |_Y \leq C$.

    A4: For all $T \in \mathcal{M}$, there is a $C > 0$ such that for all $ x \in X $ we have $ | T x |_Y \leq C$.

    A5: For all $T \in \mathcal{M}$, there is a $C > 0$ such that $ | T | \leq C$.

    A6: There is a $C>0$ such that for all $T \in \mathcal{M}$ we have $ | T | \leq C$.

    Q3: Let $X,Y$ be two Banach spaces and $\mathcal{B}(X,Y)$ the space of bounded linear operators from $X$ to $Y$. What does it mean that a subset $\mathcal{M} \subseteq \mathcal{B}(X,Y)$ is uniformly bounded?

    A1: There is a $C>0$ such that for all $T \in \mathcal{M}$ we have $ | T | \leq C$.

    A2: For all $C > 0$, there is a $x \in X$ such that for all $T \in \mathcal{M}$ we have $ | T x |_Y \leq C$.

    A3: For all $x \in X$, there is a $T \in \mathcal{M}$ such that for all $C > 0$ we have $ | T x |_Y \leq C$.

    A4: For all $T \in \mathcal{M}$, there is a $C > 0$ such that for all $ x \in X $ we have $ | T x |_Y \leq C$.

    A5: For all $T \in \mathcal{M}$, there is a $C > 0$ such that $ | T | \leq C$.

    A6: There is a $C>0$ such that there is $T \in \mathcal{M}$ with $ | T | \leq C$.

    Q4: Let $X,Y$ be two Banach spaces and $\mathcal{M} \subseteq \mathcal{B}(X,Y)$ a collection of bounded linear operators from $X$ to $Y$. What is the correct statement of the Banach-Steinhaus theorem?

    A1: $\mathcal{M}$ is uniformly bounded if and only if it is pointwisely bounded.

    A2: $\mathcal{M}$ is always uniformly bounded.

    A3: $\mathcal{M}$ is never uniformly bounded.

    A4: If $\mathcal{M}$ is uniformly bounded, then it’s also pointwisely bounded, but in general the converse is false.

    A5: If $\mathcal{M}$ is pointwisely bounded, then it’s also uniformly bounded, but in general the converse is false.

    A6: $\mathcal{M}$ is always pointwisely bounded.

    Q5: Let $X,Y$ be two Banach spaces and $T_n$ a sequence of bounded linear operators from $X$ to $Y$. What is always correct?

    A1: If $\lim_{n\rightarrow \infty} T_n(x)$ exists for all $x \in X$, then this defines a bounded linear operator again.

    A2: $\lim_{n\rightarrow \infty} T_n$ always defines a bounded linear operator from $X$ to $Y$.

    A3: $\lim_{n\rightarrow \infty} T_n$ converges with respect to the operator norm.

    A4: ${ T_n \mid n \in \mathbb{N} }$ is pointwisely bounded.

    A5: ${ T_n \mid n \in \mathbb{N} }$ is uniformly bounded.

  • Last update: 2025-09

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