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. CF739E Gosha is hunting DP+wqs二分

    我是从其他博客里看到这题的,上面说做法是wqs二分套wqs二分?但是我好懒呀,只用了一个wqs二分,于是\(O(nlog^2n)\)→\(O(n^2logn)\) 首先我们有一个\(O(n^3)\)的 ...

  2. html中设置锚点定位

    1.使用id定位: (这样的定位可以针对任何标签来定位. ) <a name="1F" href="#1F">锚点1</a> <d ...

  3. window.location.href 传参中文乱码问题!!!

    不是所有地方都会用Ajax  当你使用window.location.href 来传中文参数的时候 如何避免乱码问题 js 是这样写的    下面代码中  方式 封装编码  参数 username  ...

  4. loadrunner 添加集合点和添加压力机

    loadrunner 添加集合点和添加压力机 一.添加集合点: 1.在脚本中右键insert--rendezvous (集合点一定要添加在事务的外面,否则影响事务准确性) 2.创建controller ...

  5. 2018-2019-2 实验二 Java面向对象程序设计

    实验内容 1.初步掌握单元测试和TDD 2.理解并掌握面向对象三要素:封装.继承.多态 3.初步掌握UML建模 4.熟悉S.O.L.I.D原则 5.了解设计模式 实验要求 1.没有Linux基础的同学 ...

  6. java基础 关于转换流

    转换流有两种:InputStreamReader:将字节流转换为字符流 OutputStreamWriter:将字符流转换为字节流 什么时候使用转换流?由以下分析: 流对象很多,首先要明确那个流对象. ...

  7. mysql—增删改查语句总结

    关于MySQL数据库——增删改查语句集锦 一.基本的sql语句 CRUD操作: create 创建(添加) read 读取 update 修改 delete 删除 .添加数据 ,'n001','201 ...

  8. 微信小程序开发——点击按钮退出小程序的实现

    微信小程序官方是没有提供退出的API的,但是在navigator这个组件中,是有退出这个功能的:详情参考官方文档:navigator.示例代码:1 navigator open-type=" ...

  9. redis 分布式锁流程图

  10. spring cloud 集群健康监控--turbine-dashboard仪表盘

    这里仍然以Windows和jdk为运行环境,按照下面的步骤打包-运行-访问就能看到效果. 运维健康监控--hystrix-dashboard仪表盘 java -jar F:\jars-dashboar ...