A Polish space is a topological space that’s homeomorphic to a separable complete metric space. Every second countable locally compact Hausdorff space is a Polish space, among others.
Polish spaces, or the measurable spaces that they define (standard Borel spaces) provide a useful framework for doing measure theory. As with any topological space, we can take a Polish space and regard it as a measurable space with its sigma-algebra of Borel sets. Then, there is a very nice classification of Polish spaces up to measurable bijection: there is one for each countable cardinality, one whose cardinality is that of the continuum, and no others.
Why are Polish spaces ‘not very big’? In other words, why are there none with cardinality exceeding the continuum? As with any separable metric space, it’s because any Polish space has a countable dense subset and you can write any point as a limit of a sequence of points in this subset. So, you only need a sequence of integers to specify any point in a Polish space. More sharply, see Lemma below.
The primordial example (and in practice, one of the most convenient) is Baire space $B$, viz. the space of irrational real numbers between $0$ and $1$, with the subspace topology inherited from the real line. This is obviously not complete with respect to the metric induced from the real line, but it is homeomorphic to the product space $\mathbb{N}^\mathbb{N}$ via regular continued fraction expansions, and the latter is metrizable by a complete metric where the distance between two sequences $a = (a_1, a_2, \ldots)$ and $b = (b_1, b_2, \ldots)$ of positive integers is given by the formula $d(a, b) = 1/2^n$ where $n$ is the least integer such that $a_n \neq b_n$. A countable dense subset is given by continued fractions that eventually repeat (quadratic surds).
The convenience of Baire space is attested to by the fact that in descriptive set theory, a “real number” is often taken to mean just a point of Baire space. See also Theorem below.
Much of the material here is adapted from Marker, who in turn cites the text by Kechris as a main source.
The metric topology on $X$ coincides with the product topology.
In particular, the Hilbert cube $[0, 1]^\mathbb{N}$ is Polish.
A subspace of a Polish space $X$ is Polish iff it is a G-delta set of $X$. See Marker, Theorem 1.33.
If $X, Y$ are Polish and $X$ is locally compact, then the exponential $Y^X$ (the space of continuous maps with the compact-open topology) is also Polish. See A.10 of Kerr and Li.
Any Polish space is homeomorphic to a subspace of the Hilbert cube.
In fact, this is true of any separable metrizable space. Note that mere separability does not suffice, as there are separable spaces that are not first-countable, such as the Stone-Čech compactification of $\N$, and hence cannot be subspaces of any metrizable space. What distinguishes Polish spaces is that they are, up to homeomorphism, precisely the $G_\delta$ subsets of the Hilbert cube.
Every inhabited Polish space $X$ admits a continuous surjection from Baire space.
Construct by induction a collection of closed sets (balls) $C_s$ indexed over finite sequences $s$ of positive integers, with the following properties:
For the empty sequence $e$, $C_e = X$;
For nonempty sequences $s$, $diam(C_s) \leq 1/n$ where $n = length(s)$;
Letting $(s, k)$ denote the extension of $s$ obtained by appending to $s$ the final element $k$,
If $t$ extends $s$, then $center(C_t) \in C_s$.
Then define $f: B \to X$ where for each infinite sequence $a \in \mathbb{N}^\mathbb{N}$,
One may check that $f$ is continuous and surjective.
Let $C \subseteq X$ be a closed subset of a Polish space $X$. The following operation traces back to Cantor’s work in Fourier analysis, which in turn led to his study of countable ordinals and ordinal analysis.
For a subset $A \subseteq X$, recall that $x \in A$ is a limit point if $x \in Cl(A \setminus \{x\})$. A point $x \in A$ that is not a limit point of $A$ is called an isolated point of $A$. Clearly each isolated point is open relative to $A$, as is therefore the set of isolated points.
The Cantor-Bendixson derivative of $C$ is the set $C' \subseteq C$ of limit points relative to $C$. For each ordinal $\alpha$ the iterated derivative $C^\alpha$ is defined by recursion: $C^0 = C$, $C^{\alpha + 1} = (C^\alpha)'$, and $C^\alpha = \bigcap_{\beta \lt \alpha} C^\beta$ if $\alpha$ is a limit ordinal.
Since $\beta \lt \alpha$ implies $C^\beta \supseteq C^\alpha$, it is clear that there is a least ordinal $\alpha$ for which $C^\alpha = C^{\alpha + 1}$. This ordinal is called the Cantor-Bendixson rank of $C$. A perfect set is a closed set $C$ such that $C = C'$. (Some people insist that a perfect set also be nonempty; we do not.)
For each nonempty perfect set $P$ in a Polish space $X$, there is a continuous injection $i: \mathbf{2}^\mathbb{N} \to P$ from Cantor space. In particular, the cardinality of $P$ is the continuum $c$.
Let $T$ be the complete infinite binary tree, whose infinite paths from the root correspond to points in Cantor space $\mathbf{2}^\mathbb{N}$. To each node $s$ in $T$ (a finite sequence of $0$‘s and $1$’s) we construct by induction an open set $U_s$ with the following properties:
$U_e = X$ for the empty sequence $e$,
$\widebar{U_t} \subseteq U_s$ if $s$ is an initial segment of $t$,
For the two children $(s, 0)$ and $(s, 1)$ of $s$, the sets $U_{(s, 0)}$ and $U_{(s, 1)}$ are disjoint,
$diam(U_s) \leq 1/n$ where $n$ is the length of (nonempty) $s$,
$U_s \cap P \neq \emptyset$ for each $s$.
Indeed, if $U_s$ has been constructed, and given $x \in U_s \cap P$, there are (at least!) two points $x_0, x_1 \in U_s \cap P$ since $P$ is perfect. We can easily find disjoint neighborhoods $U_{(s, 0)}, U_{(s, 1)}$ of these points respectively with the required properties.
Then for each path $p = (a_0, a_1, \ldots) \in \mathbf{2}^\mathbb{N}$, define
where $s \preceq p$ means $s$ is an initial segment of $p$. The intersection consists of a single point because it equals the intersection of a decreasing chain of closed sets with shrinking diameter (thus closing in on a limit of a Cauchy sequence). The map $i$ is clearly injective by the disjointness of open sets of children, and it is easy to see $i$ is continuous.
For $C$ a closed subset of a Polish space $X$, the Cantor-Bendixson rank is a countable ordinal $\alpha$. The complement $C \setminus C^\alpha$ is at most countable.
Let $U_i$ be a countable basis of $X$. For each $\beta \lt \alpha$, each point $x \in C^\beta \setminus C^{\beta + 1}$ is an isolated point, so we can find an $U_{i(x)}$ in the basis such that $U_{i(x)} \cap (C^\beta \setminus C^{\beta + 1}) = \{x\}$. It is then clear that $x \mapsto i(x)$ is injective, so each $C^\beta \setminus C^{\beta + 1}$ is countable. Similarly, whenever $C^\beta \setminus C^{\beta + 1}$ is nonempty, we can find a basis element $U_{j(\beta)}$ that isolates one of its points (say $x$), and this same $U_j$ cannot isolate any point of an earlier $C^\gamma \setminus C^{\gamma + 1}$ since $x$ is a limit point of $C^\gamma$. It follows that $\beta \mapsto j(\beta)$ is an injective map, so that $\alpha$ must be a countable ordinal, and the collection $F \coloneqq C \setminus C^\alpha = \bigcup_{\beta \lt \alpha} C^\beta \setminus C^{\beta + 1}$ is (at most) countable.
A closed set in a Polish space is the disjoint union $P \cup F$ of a perfect set $P$ and a finite or countable set $F$. Hence an infinite closed subset in a Polish space has cardinality either $\aleph_0$ or the continuum $c = 2^{\aleph_0}$ (continuum hypothesis for closed sets).
Recall that a function $f: X \to Y$ between topological spaces is Borel if $f^{-1}(V)$ is a Borel set in $X$ for every open $V$ in $Y$. Topological spaces and Borel functions form a category.
If $A, B$ are countably infinite $T_1$-spaces, then any bijection $f: A \to B$ is a Borel isomorphism.
For, the inverse image $f^{-1}(U)$ of an open set, being countable, is an $F_\sigma$ set. In particular, any two denumerable Polish spaces are Borel isomorphic.
The unit interval $[0, 1]$ and Cantor space $2^\mathbb{N}$ are Borel isomorphic.
Let $E \subseteq \mathbf{2}^\mathbb{N}$ be the set of $(0, 1)$-sequences that are eventually constant. Then
maps $2^\mathbb{N} \setminus E$ homeomorphically onto the space of non-(dyadic rational) numbers in $[0, 1]$. Pick any bijection $g: E \to \{dyadic\; rationals\}$. Then the union of $f$ and $g$ defines a Borel isomorphism $h: \mathbf{2}^\mathbb{N} \to [0, 1]$.
Any Polish space $X$ is Borel isomorphic to a Borel subset of Cantor space.
There is a sequence of maps
where the first map is an inclusion of a $G_\delta$ set, the second is induced from a Borel isomorphism $h$, and the third is a homeomorphism.
Any two Polish spaces of the same cardinality are Borel isomorphic.
It suffices to prove this for uncountable Polish spaces (which have continuum cardinality, as we saw in Corollary ). We show that any such $X$ is Borel isomorphic to Cantor space. By Proposition , we have an inclusion $i: X \to \mathbf{2}^{\mathbb{N}}$ that maps $X$ Borel isomorphically onto its image, and by Proposition , we have an inclusion $j: \mathbf{2}^{\mathbb{N}} \to X$ that maps Cantor space Borel isomorphically (even homeomorphically) onto its image. The rest is just a matter of checking that at least one of the proofs of the Cantor-Schroeder-Bernstein theorem applies to this Borel context.
Indeed, as explained here, we may consider
Each of the direct image maps $\exists_i$ and $\exists_j$ takes Borel sets to Borel sets, since their inverses $i^{-1}, j^{-1}$ are Borel functions on their domains. So each of the iterates $(\neg \exists_j \neg \exists_i)^n(X)$ is a Borel set and so is their countable intersection $S$. The set $S$ is a fixed point of $\neg \exists_j \neg \exists_i$ and so we construct a Borel isomorphism $h: X \to \mathbf{2}^{\mathbb{N}}$ as
following the proof of the Cantor-Schroeder-Bernstein theorem.
For another proof, see theorem 3.1.1 of Berberian.
The classical $L^p$-spaces for $p \lt \infty$ are Polish spaces.
For a metric space $X$, let $K(X)$ be the set of nonempty compact subsets of $X$, equipped with the Hausdorff metric. If $X$ is a separable complete metric space, then so is $K(X)$.
A locally compact Hausdorff space is Polish iff it is second-countable.
If $X$ is Polish, then the space $P(X)$ of Borel probability measures $\mu$ equipped with the Prokhorov metric is also Polish. Definitions: for $x \in X$ and $A \subset X$ nonempty, put $d(x, A) = \inf \{d(x, a): a \in A\}$, and for $\alpha \gt 0$ define $A_\alpha = \{x \in X: d(x, A) \lt \alpha\}$ and $\emptyset_\alpha = \emptyset$. Define the Prokhorov metric $d_P$ by
Then the map $u_X: X \to P(X)$ sending $x$ to the Dirac measure $\delta_x$ is continuous. If $x_n$ is a countable dense set of $X$, then the set of rational convex combinations $\sum_{i=1}^n q_n \delta_{x_n}$ (with $0 \leq q_n \leq 1$ and $\sum_i q_i = 1$) is a countable dense subset of $P(X)$. More at Giry monad.
Spaces of structures and models (in the model theory sense), and spaces of $n$-types? (again in the model theory sense), quite often provide examples of Polish spaces. For example, if $L$ is a countable language (a countable signature), then the collection of possible $L$-structures $M$ on the countable universe $\mathbb{N}$, topologized by taking as basic opens
where $\phi$ is a quantifier-free sentence, is a Polish space homeomorphic to the product space
(taking constants to be functions of arity $0$ in the signature).
As an example of the last principle, we have a kind of continuum hypothesis for substructures:
Let $X$ be a countable structure of a language; then the number of substructures of $X$ is either countable or the continuum.
A subset of $X$ is specified by its characteristic function $\chi \in 2^X$, where $2^X$ is regarded as a Polish space. In order for the subset not to support a substructure, then must be some function symbol $f$ of the language, say of arity $n$, and elements $a_1, \ldots, a_n$ such that $\chi(a_i) = 1$ for all $i$ and $\chi(f_X(a_1, \ldots, a_n)) = 0$. The basic open
would thus contain $\chi$ and also exclude any substructure; we conclude that the collection of substructures forms a closed subset $C$ of $2^X$. Then the Cantor-Bendixson theorem (i.e., Corollary ) shows that ${|C|}$ is either countable or the continuum.
In his study of wild knots, Kulnikov studied the space of embeddings of $S^1$ in $S^3$, and implicit in his work, though perhaps not explicitly proved, is the fact that this space is a Polish space. More generally, we can show that the space of embeddings of a compact Polish space $X$ in a Polish space $Y$ is again a Polish space. For this we first give the space $Y^X$ the metric
where the supremum is well-defined because $X$ is compact. The topology coming from this metric is called the ‘’uniform topology’’.
If $X$ is a compact Polish space and $Y$ is a Polish space, then $Y^X$ with the above metric is a Polish space, and its uniform topology is the compact-open topology.
Given any compact metric space $X$ and metric space $Y$, the uniform topology on $Y^X$ agrees with the compact-open topology. If $X$ is any locally compact Polish space and $Y$ is a Polish space, $Y^X$ with its compact-open topology is a Polish space, by A.10 of Kerr and Li.
We then have:
Let $X$ be a compact Polish space and $Y$ a Polish space. Let $\mathrm{Emb}(X,Y) \subseteq Y^X$ be the space of embeddings of $X$ in $Y$, with its subspace topology. Then $\mathrm{Emb}(X,Y)$ is a Polish space.
Since $X$ is compact and $Y$ is Hausdorff, a map $f : X \to Y$ is an embedding, i.e. $f$ is a homeomorphism from $X$ to its image, if and only if $f$ is injective. Thus we have
To show $\mathrm{Emb}(X,Y)$ is a Polish space it is sufficient to show that is a $G_\delta$, i.e. a countable intersection of open subsets of $Y^X$ (Marker, Theorem 1.33). For this we consider the sets
If each set $O_{m,n}$ is open then $\mathrm{Emb}(X,Y)$ is a $G_\delta$, since
To complete the proof we show $O_{m,n}$ is open. Note that for each $m,n$ and $x,y \in X$ the set
is open. Then we use a lemma: if $K$ is a compact topological space and $A$ is an arbitrary topological space, and $U \subseteq K \times A$ is open, then
is open. Thanks to this and the fact that $K^2$ is compact, the set
is indeed open.
Polish spaces, blog discussion, $n$-Category Café, 2008.
David Marker, Descriptive Set Theory, UIC Course Notes (Fall 2002) (pdf)
Internal groupoids in Polish spaces are considered in
The space of embeddings of $S^1$ in $S^3$ was studied using Polish spaces in
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