In this post, I will summarise several topologies established on the product spaces of \(\mathbb{R}\), i.e. \(\mathbb{R}^n\), \(\mathbb{R}^{\omega}\) and \(\mathbb{R}^J\), as well as their relationships.

Topologies on product spaces of \(\mathbb{R}\)

  1. Topology induced from the euclidean metric \(d\) on \(\mathbb{R}^n\), where for all \(\vect{x}, \vect{y} \in \mathbb{R}^n\),
    \[
    d(\vect{x}, \vect{y}) = \left( \sum_{i=1}^n (x_i - y_i)^2 \right)^{\frac{1}{2}}.
    \]
  2. Topology induced from the square metric \(\rho\) on \(\mathbb{R}^n\), where for all \(\vect{x}, \vect{y} \in \mathbb{R}^n\),
    \[
    \rho(\vect{x}, \vect{y}) = \max_{1 \leq i \leq n} \abs{x_i - y_i}.
    \]
  3. Product topology on \(\mathbb{R}^J\): its basis has the form \(\vect{B} = \prod_{\alpha \in J} U_{\alpha}\), where each \(U_{\alpha}\) is an open set in \(\mathbb{R}\) and only a finite number of them are not equal to \(\mathbb{R}\).

    Specifically, when \(J = \mathbb{Z}_+\), the product topology on \(\mathbb{R}^{\omega}\) can be constructed.

  4. Box topology on \(\mathbb{R}^J\): its basis has the form \(\vect{B} = \prod_{\alpha \in J} U_{\alpha}\), where each \(U_{\alpha}\) is an open set in \(\mathbb{R}\).

    Specifically, when \(J = \mathbb{Z}_+\), the box topology on \(\mathbb{R}^{\omega}\) can be constructed.

  5. Uniform topology on \(\mathbb{R}^J\): it is induced by the uniform metric \(\bar{\rho}\) on \(\mathbb{R}^J\), where for all \(\vect{x}, \vect{y} \in \mathbb{R}^J\),
    \[
    \bar{\rho}(\vect{x}, \vect{y}) = \sup_{\alpha \in J} \{ \bar{d}(x_{\alpha}, y_{\alpha}) \}
    \]
    with \(\bar{d}\) being the standard bounded metric on \(\mathbb{R}\).

    Specifically, when \(J = \mathbb{Z}_+\), the uniform topology on \(\mathbb{R}^{\omega}\) can be obtained.

    When \(J = n\), the topology induced from the metric \(\bar{\rho}\) on \(\mathbb{R}^n\) is equivalent to the topology induced from the square metric \(\rho\).

  6. Topology induced from the metric \(D\) on \(\mathbb{R}^{\omega}\), where for all \(\vect{x}, \vect{y} \in \mathbb{R}^{\omega}\),
    \[
    D(\vect{x}, \vect{y}) = \sup_{i \in \mathbb{Z}_+} \left\{ \frac{\bar{d}(x_i, y_i)}{i} \right\},
    \]
    which is transformed from the uniform metric \(\bar{\rho}\) by suppressing its high frequency component.

    Specifically, when \(J = n\), the topology induced from the metric \(D\) is equivalent to the topology induced from the metric \(\bar{\rho}\) and hence is also equivalent to the topology induced from the square metric \(\rho\).

N.B. In the definitions of product topology and box topology for \(\mathbb{R}^J\) as above, the openness of \(U_{\alpha}\) in \(\mathbb{R}\) is with respect to the standard topology on \(\mathbb{R}\), which does not require a metric to be induced from but only depends on the order relation on \(\mathbb{R}\).

Relationships between topologies on product spaces of \(\mathbb{R}\)

According to Theorem 20.3 and Theorem 20.4, the following points about the relationships between topologies on product spaces of \(\mathbb{R}\) are summarised.

  1. On \(\mathbb{R}^n\): Topology induced from \(\rho\) \(\Leftrightarrow\) Uniform topology induced from \(\bar{\rho}\) \(\Leftrightarrow\) Topology induced from \(D\) \(\Leftrightarrow\) Product topology \(\Leftrightarrow\) Box topology.
  2. On \(\mathbb{R}^{\omega}\): Topology induced from \(D\) \(\Leftrightarrow\) Product topology \(\subsetneq\) Uniform topology induced from \(\bar{\rho}\) \(\subsetneq\) Box topology.
  3. On \(\mathbb{R}^J\): Product topology \(\subsetneq\) Uniform topology induced from \(\bar{\rho}\) \(\subsetneq\) Box topology.

It can be seen that the finite dimensional Euclidean space \(\mathbb{R}^n\) has the most elegant property, where all topologies are equivalent.

Topologies on product spaces of $\mathbb{R}$ and their relationships的更多相关文章

  1. James Munkres Topology: Theorem 20.3 and metric equivalence

    Proof of Theorem 20.3 Theorem 20.3 The topologies on \(\mathbb{R}^n\) induced by the euclidean metri ...

  2. James Munkres Topology: Theorem 20.4

    Theorem 20.4 The uniform topology on \(\mathbb{R}^J\) is finer than the product topology and coarser ...

  3. 两个1/x类的广义函数

    [转载请注明出处]http://www.cnblogs.com/mashiqi 2017/04/15 1.$\text{p.v.}\,\frac{1}{x}$ 因为$(x \ln x - x)' = ...

  4. parallelogram

    The parallelogram law in inner product spaces Vectors involved in the parallelogram law. In a normed ...

  5. How do I learn mathematics for machine learning?

    https://www.quora.com/How-do-I-learn-mathematics-for-machine-learning   How do I learn mathematics f ...

  6. 【读书笔记】:MIT线性代数(5):Four fundamental subspaces

    At the beginning, the difference between rank and dimension: rank is a property for matrix, while di ...

  7. The Integers and the Real Numbers

    以上我們談了一些 邏輯的基礎,接下來我們會談一些 數學的基礎,也就是整數與實數系統.其實我們已經用了很多,非正式地,接下來我們會正式地討論他們. 要 建構 實數系統的一個方法就是利用公理跟集合論來建構 ...

  8. Orthogonal Convolutional Neural Networks

    目录 概 主要内容 符号说明 的俩种表示 kernel orthogonal regularization orthogonal convolution Wang J, Chen Y, Chakrab ...

  9. If the parts of an organization (e.g., teams, departments, or subdivisions) do not closely reflect the essential parts of the product, or if the relationship between organizations do not reflect the r

    https://en.wikipedia.org/wiki/Conway%27s_law

随机推荐

  1. wordpress文章链接怎么把默认的别名改成id形式和伪静态设置

    别名默认是文章标题,打不开,改成英文形式可以打开,但这样很不方便,还有可能重复.怎么改成按文章id自动生成相应链接呢 找到设置---固定链接----把默认的日期和名称型改成自定义结构把末尾的%post ...

  2. python2 配置环境变量

     复习 '''重点:1.进制转换:二进制 与 十六进制2.内存分布:栈区 与 堆区 # 124810101001110111 => 2a77abf1 => 1010101111110001 ...

  3. java基础-容器-Set

    Set:set不存重复元素,如果是使用set存储java预定义的Integer,String等类型会很简单,如果是存储自定义类型的数据类型,就必须要重新定义equals()方法以确保set中保存的对象 ...

  4. APICloud学习第二天——操作云数据库

    //连接apicloud云数据库 var model=api.require('model'); model.config({ appId: 'A6008558346855', appKey: '60 ...

  5. DirectX11--实现一个3D魔方(3)

    前言 (2019/1/9 09:23)上一章我们主要讲述了魔方的旋转,这个旋转真是有毒啊,搞完这个部分搭键鼠操作不到半天应该就可以搭完了吧... (2019/1/9 21:25)啊,真香 有人发这张图 ...

  6. [转载]再谈PostgreSQL的膨胀和vacuum机制及最佳实践

    本文转载自 www.postgres.cn 下的文章: 再谈PostgreSQL的膨胀和vacuum机制及最佳实践http://www.postgres.cn/news/viewone/1/390 还 ...

  7. windows的WSl安装mysql数据库以及操作数据库

    1.更新 sudo apt-get update sudo apt-get upgrade 2.安装mysql sudo apt-get install mysql-server 3.开启服务 sud ...

  8. SQL数字型注入代码审计

    数字型注入 SQL注入攻击,简称注入攻击,是发生于应用程序与数据库层的安全漏洞. 简而言之,是在输入的字符串之中注入sql指定,在设计不良的程序当中忽略了检查,那么这些注入进去的指令就会被数据库服务器 ...

  9. ccf 201503-5 最小花费 这题交上去只有10分嗨!求大佬的题解啊

    问题描述 C国共有n个城市.有n-1条双向道路,每条道路连接两个城市,任意两个城市之间能互相到达.小R来到C国旅行,他共规划了m条旅行的路线,第i条旅行路线的起点是si,终点是ti.在旅行过程中,小R ...

  10. 动态解析xml,并生成excel,然后发邮件。

    直接贴代码了! DECLARE @CurrentServer NVARCHAR(100)DECLARE @CurrentDatabase NVARCHAR(100)DECLARE @CurrentLo ...