Concept of function continuity in topology
Understanding of continuity definition in topology
When we learn calculus in university as freshmen, we are usually force-fed with the \(\epsilon-\delta\) language for the definition of a function’s continuity, i.e.
A function \(f: A \rightarrow \mathbb{R}\) with \(A \subseteq \mathbb{R}\) as its domain is continuous at \(x_0 \in A\) if for all \(\epsilon > 0\), there exists a \(\delta > 0\) such that whenever \(x \in A\) and \(\left\vert x - x_0 \right\vert < \delta\), there is \(\vert f(x) - f(x_0) \vert < \epsilon\).
Although the abstract and formal \(\epsilon-\delta\) language is not easy to get used to at first, the idea embodied in the definition is obvious: any small amount of deviation or error around \(f(x_0)\) is procurable by making a corresponding perturbation about \(x_0\), so that the function does not have significant jump at \(x_0\) and is thus considered to be continuous.
In topology, the definition of continuity is based on open sets, which is more abstract compared to the above tangible version, i.e.
Let \(X\) and \(Y\) be topological spaces. \(f: X \rightarrow Y\) is a continuous function if for all open set \(V\) in \(Y\), its pre-image \(U = f^{-1}(V)\) is open in \(X\). For a point \(x_0 \in X\) and each neighborhood \(V\) of \(f(x_0)\), there is a neighborhood \(U\) of \(x_0\) such that \(f(U) \subset V\), we say the function is continuous at \(x_0\).
At first glance, this definition seems merely a product of a mathematician’s endowment, which just works and needs no psychological acceptance. However, it is never a good luck by chance, but requires an understanding with profundity and discernment, which explores the topological essence underpinning the metric space \(\mathbb{R}\).
Take the definition of sequence convergence as an analogy. Its definition in the normal metric space \(\mathbb{R}\), which we are familiar with, is based on the absolute value of real numbers for measuring point proximity, while its definition in a general topological space involves only point inclusion in open sets, i.e.
Let \(X\) be a topological space and \(\{x_n\}_{n \geq 1}\) be a sequence in \(X\). We say \(\{x_n\}_{n \geq 1}\) converges to a point \(x_0\) in \(X\) if for any neighborhood \(U\) of \(x_0\), there exists a \(N\) in \(\mathbb{Z}_+\), such that when \(n > N\), \(x_n\) belongs to \(U\).
From this it can be seen that the notion of metric or distance is discarded in the topological space, where the rulers for measuring point proximity degenerates to a collection of open sets. Because set inclusion relation establishes a partial order on this open set collection, the meaning of metric or distance is still kept to some extent. Assume that we select a collection of nested open sets (forming a chain in the order relation) as rulers to measure point convergence. The smaller the open set used to circumscribe a segment of the sequence \(\{x_n\}_{n \geq 1}\), the closer they approach the limiting point \(x_0\). This concept is illustrated below.

Fig. Convergence of a sequence of points in topological space.
Similarly, for the definition of function continuity in pure topological spaces, the only tool for measuring the amount of deviation or error about a point \(x_0\) and its function value \(f(x_0)\) is using open sets. The smaller the open set, the finer the measuring resolution. If the function value can be limited within any neighborhood of \(f(x_0)\) by confining the variation of \(x\) around \(x_0\) in \(X\), we can say that the set of rulers selected from \(Y\), viz. its topology, has tried its best to ensure the function’s continuity at \(x_0\). It is easy to project that the finer the topology of \(Y\) and the coarser the topology of \(X\), the more difficult for the function to be continuous, due to the improved resolution of the rulers in \(Y\) which leads to smaller variation of \(f(x_0)\) and the reduced resolution of the rulers in \(X\) which can only produce larger perturbation on \(x_0\).
Then, looking back at the definition of function continuity in metric space \(\mathbb{R}\), the basis elements of its topology can be infinitesimally small, i.e. \((a, b)\) can have a length approaching zero. Therefore, the continuous functions we meet in college calculus are actually defined in a very strict sense and it’s no doubt that they exhibit elegant silhouettes. Meanwhile, we also see that the continuity of a function not only relies on its rule of assignment, but also on the adopted topologies.
Equivalence between the two definitions
After clarifying the concepts of function continuity, we will show the equivalence between its two definitions, the \(\epsilon-\delta\) version and the open set version.
Open set version \(\Longrightarrow\) \(\epsilon-\delta\) version
Let \(y = f(x)\) and \(y_0 = f(x_0)\). The condition \(\vert y - y_0 \vert < \epsilon \) forms an open interval in \(Y = \mathbb{R}\), i.e. \((y_0 - \epsilon, y_0 + \epsilon)\) for any \(\epsilon > 0\), which is a basis element of the metric topology on \(Y\) (and also of its order topology). Then, according to the open set version, \(f^{-1} ((y_0 - \epsilon, y_0 + \epsilon))\) is open in \(X\). Because \(y_0 \in (y_0 - \epsilon, y_0 + \epsilon)\), \(x_0 \in f^{-1}((y_0 - \epsilon, y_0 + \epsilon))\). Then there exists a basis element \((a, b)\) around \(x_0\), such that \((a, b) \subset f^{-1}((y_0 - \epsilon, y_0 + \epsilon))\). By letting \(\delta = \min\{x_0 - a, b - x_0\}\), we have \(x \in (x_0 - \delta, x_0 + \delta)\), i.e. \(\vert x - x_0 \vert < \delta\) ensuring \(\vert y - y_0 \vert < \epsilon\).
\(\epsilon-\delta\) version \(\Longrightarrow\) open set version
Let \(V\) be an open set in \(Y = \mathbb{R}\) assigned with the metric topology.Then for all \(y_0 \in V\), there exists an open interval \((c, d) \) containing \(y_0\), such that \((c, d) \subset V\). Let \(\epsilon = \min\{y_0 - c, d - y_0\}\), we have \(y_0 \in (y_0 - \epsilon, y_0 + \epsilon) \subset V\). According to the given \(\epsilon-\delta\) version, there exists a \(\delta > 0\) such that when \({\rm dist}_X (x, x_0) = \vert x - x_0 \vert < \delta\), \({\rm dist}_Y(y, y_0) = \vert y - y_0 \vert < \epsilon\). It should be noted here that because \(f\) may not be injective, there could be more than one element in \(f^{-1}(y_0)\). Then the above \(\epsilon-\delta\) condition holds for any \(x_0\) selected from \(f^{-1}(y_0)\).
Because \(y_0\) is arbitrary in \(V\) and \(x_0\) is arbitrary in \(f^{-1}(y_0)\), taking the union of all such open intervals \((x_0 - \delta, x_0 + \delta)\) will produce \(f^{-1}(V)\), which is also an open set in \(X\).
Concept of function continuity in topology的更多相关文章
- Summary of continuous function spaces
In general differential calculus, we have learned the definitions of function continuity, such as fu ...
- VES Hand Book Contents
3...ABOUT THE VES4...Foreword 6...Chapter 1......Introduction6......Visual Effects and Special Effec ...
- 使用随机森林实现OSM路网城市多车道信息提取
Multilane roads extracted from the OpenStreetMap urban road network using random forests.,DOI:10.111 ...
- 专题:Channel Bonding/bonding
EtherChannel最初是由cisco提出,通过聚合多条物理链路为单条逻辑链路,从而实现高可用及提高吞吐量等目的.AgP(Port Aggregation Protocol,Cisco专有协议). ...
- 快速稳定的维护PHP
Just to recap, previously we'd have this sort of thing: namespace me\adamcameron\testApp; use Guzzle ...
- 如何实现标准TCODE的屏幕增强
如何实现标准TCODE的屏幕增强(HOWTO:Implement a screen exit to a standard SAP transaction) Introduction SAP provi ...
- 网络爬虫系统Heritrix的结构分析 (个人读书报告)
摘要 随着网络时代的日新月异,人们对搜索引擎,网页的内容,大数据处理等问题有了更多的要求.如何从海量的互联网信息中选取最符合要求的信息成为了新的热点.在这种情况下,网络爬虫框架heritrix出现 ...
- A Plain English Guide to JavaScript Prototypes
When I first started learning about JavaScript object model my reaction was of horror and disbelief. ...
- 用NPOI实现导入导出csv、xls、xlsx数据功能
用NPOI实现导入导出csv.xls.xlsx数据功能 直接上代码 首先定义一个接口 如果需要直接操作文件的话,就自己在封装一次 然后定义csv类的具体实现 这个需要引入命名空间LumenWo ...
随机推荐
- Swift 之Carthage
1. 安装 $ brew update //更新brew $ brew install carthage //下载carthage $ carthage version ...
- [mstsc]解决win8 win10 平板无法被mstsc连接的问题
问题如下: https://answers.microsoft.com/zh-hans/windows/forum/windows_8-performance/win8%E6%97%A0%E6%B3% ...
- go Test的实现 以及 压力测试
引用 import "testing" 一些原则 文件名必须是 *_test.go* 结尾的,这样在执行 go test 的时候才会执行到相应的代码 必须 import testi ...
- c++三种继承方式public,protect,private
C++中的三种继承public,protected,private 三种访问权限 public:可以被任意实体访问 protected:只允许子类及本类的成员函数访问 private:只允许本类的成员 ...
- (链表) lintcode 219. Insert Node in Sorted Linked List
Description Insert a node in a sorted linked list. Example Example 1: Input: head = 1->4-> ...
- prometheus rules
prometheus 持久查询 有三种方法可以使我们的持久查询(不用每次都要输入查询规则): 记录规则 - 从查询中创建新的指标. 警报规则 - 从查询生成警报. 可视化 - 使用像Gra ...
- Entity Framework入门教程(1)---Entity Framework简介
什么是Entity Framework 学习EF的前提:熟练使用Linq和Ado.net,因为在使用EF框架进行开发时,我们大多数情况使用Linq进行查询和操作,而EF的底层实现用的是Ado.net. ...
- CAS实现单点登录
1.简介 SSO单点登录 在多个相互信任的系统中,用户只需要登录一次就可以访问其他受信任的系统. 新浪微博与新浪博客是相互信任的应用系统. *当用户首次访问新浪微博时,新浪微博识别到用户未登录,将请求 ...
- 使用ArcMap做一个1:5000标准分幅图并编号
实现这个project,十进制度.渔网工具.Excel if/Text函数.挂接Excel表.空间连接.投影这些知识是必须的.看懂本篇博文也就意味着大概掌握了以上知识. 坐标数据设置与编号标准依据&l ...
- django - 总结 - ModelForm
gender = forms.ChoiceField(choices=((1, '男'), (2, '女'), (3, '其他'))) # 与sql没关系 publish = forms.Choice ...