Evaluation map and reflexive space
For a normed space \(X\), an isometric isomorphism can be defined from \(X\) to its second dual space \(X''\), i.e. \(J: X \rightarrow X''\), such that for all \(x \in X\), \(J(x) = J_x\) with \(J_x\) being defined as \(J_x(x') = x'(x) \; (\forall x' \in X')\). This map \(J\) is called the evaluation map. When the range of \(J\) is equal to \(X''\), we say \(X\) is reflexive. In this post, we'll prove that
- the evaluation map \(J\) really maps an element in \(X\) to an element in \(X''\);
- \(J\) is an isometric isomorphism from \(X\) to \(J(X)\).
Part 1
To prove \(J(x) = J_x \in X'' (\forall x \in X)\), we should show that \(J_x\) is both linear and continuous.
For the linearity of \(J_x\), let \(x', y' \in X'\) and \(a, b \in \mathbb{K}\). Due to the fact that \(X'\) is itself a linear space with respect to operator addition and scalar product in the sense of point-wise evaluation at \(x\), we have
\[
\begin{aligned}
J_x(ax' + by') &= (ax' + by')(x) = a x'(x) + b y'(x) \\
&= a J_x(x') + b J_x(y')
\end{aligned}.
\]
This proves \(J_x\) is linear and this linearity actually inherits from the linear structure of \(X'\).
For the continuity of \(J_x\), we need to show it is a bounded functional.
Because \(x' \in X'\) is bounded, for all \(x' \in X'\),
\[
\abs{J_x(x')} = \abs{x'(x)} \leq \norm{x'}_{X'} \cdot \norm{x}_X.
\]
We can see the norm of \(J_x\), i.e. \(\norm{J_x}_{X''}\) is bounded by \(\norm{x}_X\). Therefore, \(J_x\) is continuous. To sum up, we have \(J_x \in X''\).
Part 2
Next, we shall prove \(J\) is isometric, viz. norm-preserving.
In the above, we've already shown that \(\norm{J_x}_{X''} \leq \norm{x}_X\). If we can further prove \(\norm{J_x}_{X''} \geq \norm{x}_X\) so that \(\norm{J_x}_{X''} = \norm{x}_X\), \(J\) must be norm-preserving. The proof of this depends on whether we can find an \(x'\) in \(X'\), such that
\[
\frac{\abs{J_x(x')}}{\norm{x'}_{X'}} = \norm{x}_X,
\]
which naturally leads to
\[
\norm{x}_X \leq \norm{J_x}_{X''}.
\]
Let \(x_0\) be arbitrarily selected from \(X\). We can define a functional \(x'\) which at the moment can only be evaluated at \(x_0\) as \(x'(x_0) = \norm{x_0}_X\). Then we extend the domain of \(x'\) to the subspace \(M\) of \(X\) spanned by \(x_0\)
\[
M = \span\{x_0\} = \{x = c x_0 \vert c \in \mathbb{K}\}
\]
and for all \(x = c x_0 \in M\), define
\[
x'(x) = x'(c x_0) = c \norm{x_0}_X.
\]
It is obvious that the extended \(x'\) on \(M\) is linear. In addition, we have
\[
\abs{x'(x)} = \abs{x'(c x_0)} = \abs{c x'(x_0))} = \norm{c x_0}_X = \norm{x}_X,
\]
which indicates that \(x'\) is bounded and \(\norm{x'}_{X'} = 1\). Hence, \(x'\) belongs to the dual space \(M'\) of \(M\).
Next, by applying the Hahn-Banach theorem, we can extend the domain of \(x'\) from the subspace \(M\) of \(X\) to the whole space \(X\), while preserving the norm \(\norm{x'}_{X'} = 1\). Therefore, for this specific \(x' \in X'\),
\[
\frac{\abs{J_{x_0}(x')}}{\norm{x'}_{X'}} = \frac{\abs{x'(x_0)}}{1} = \norm{x_0}_X,
\]
so that
\[
\norm{x_0}_X \leq \norm{J_{x_0}}_{X''} \leq \norm{x_0}_X.
\]
Because \(x_0\) is arbitrarily selected from \(X\), we've proved that \(J: X \rightarrow X''\) is really an isometric map.
To prove \(J\) is an isomorphism between \(X\) and \(J(X) \subset X''\), we should prove \(J\) preserves the linear structure from \(X\) to \(X''\) and is also an injective map. For the preservation of linear structure, it has already been verified during the proof of the linearity of \(J_x\) as above. To show \(J\) is injective, let \(x_1, x_2 \in X\) and \(x_1 \neq x_2\). For sure we can find an \(x'\) in \(X'\) such that \(x'(x_1) \neq x'(x_2)\). Then for this \(x'\), we have \(J_{x_1}(x') = x'(x_1)\) is different from \(J_{x_2}(x') = x'(x_2)\), which indicates \(J_{x_1} \neq J_{x_2}\). Hence \(J\) is injective.
Conclusions
Summarizing the above proof, we arrive at the conclusion that \(J\) is an isometric isomorphism between \(X\) and \(J(X) \subset X''\).
Remark The key step in the above is during the proof of isometry, where a specific functional \(x'\) is firstly defined at a single point \(x_0 \in X\) with its value equal to \(\norm{x_0}_X\). Then its domain is extended to the span of \(x_0\) and further to the whole space \(X\) by using the Hahn-Banach theorem, which ensures the extension is both continuous and norm-preserving.
Evaluation map and reflexive space的更多相关文章
- Multiple address space mapping technique for shared memory wherein a processor operates a fault handling routine upon a translator miss
Virtual addresses from multiple address spaces are translated to real addresses in main memory by ge ...
- freemarker导出带图片的word文档
最近做一个关于文档导出功能, 顺便学习了下freemarker,做了个关于导出带图片的word文档,模板并没有写全,只是验证代码的正确性 这只是做一个小功能,故只做了后台代码关于导出的代码,并未与前台 ...
- [Swift]LeetCode770. 基本计算器 IV | Basic Calculator IV
Given an expression such as expression = "e + 8 - a + 5" and an evaluation map such as {&q ...
- [LeetCode] Basic Calculator IV 基本计算器之四
Given an expression such as expression = "e + 8 - a + 5" and an evaluation map such as {&q ...
- 770. Basic Calculator IV
Given an expression such as expression = "e + 8 - a + 5" and an evaluation map such as {&q ...
- 10 The Go Programming Language Specification go语言规范 重点
The Go Programming Language Specification go语言规范 Version of May 9, 2018 Introduction 介绍 Notation 符号 ...
- Procedural graphics architectures and techniques
BACKGROUND The evolution of graphics rendering technology has led to the development of procedural t ...
- CartO
Carto documentation The following is a list of properties provided in CartoCSS that you can apply to ...
- Vim配置文件
转载 原文网址:http://www.cnblogs.com/ma6174/archive/2011/12/10/2283393.html 花了很长时间整理的,感觉用起来很方便,共享一下. 我的vim ...
随机推荐
- QTableWidget
1.QTableWidget继承自QTableView. QSqlTableModel能与QTableView绑定,但不能于QTableWidget绑定. QTableWidget是QTableVi ...
- MySQL--表操作(innodb表字段数据类型、约束条件)、sql_mode操作
一.创建表的完整语法 #[]内的可有可无,即创建表时字段名和类型是必须填写的,宽度与约束条件是可选择填写的.create table 表名(字段名1 类型[(宽度) 约束条件],字段名2 类型[(宽度 ...
- vue与jquery合作
2017年2月26日 14:59:34 星期日 场景: jquery的$.post, $.get是$.ajax的封装, 是异步的 因此, 有肯能在初始化vue实例的时候, 异步请求的结果还没返回, 这 ...
- Uncaught RangeError: Maximum call stack size exceeded
环境: jquery+bootstrap+bootstrapValidator 问题描述:有个form表单,一点击按钮提交,就会报如题错误.正常应该是去校验表单输入. 解决: 从日志分析来看,报错的起 ...
- mysql 5.7 Group Replication
MySQL 组复制实现了基于复制协议的多主更新(单主模式). 复制组由多个 server成员构成,并且组中的每个 server 成员可以独立地执行事务.但所有读写(RW)事务只有在冲突检测成功后才会提 ...
- SQL Server循环
1.普通循环 DECLARE @i int BEGIN WHERE Uid=@i --PRINT @i END 2.游标循环(没有事务) ---游标循环(没有事务) BEGIN DECLARE @a ...
- Vue -- 数据监听
<!DOCTYPE html> <html lang="en"> <head> <meta charset="UTF-8&quo ...
- 【原创】大数据基础之Kerberos(2)hive impala hdfs访问
1 hive # kadmin.local -q 'ktadd -k /tmp/hive3.keytab -norandkey hive/server03@TEST.COM'# kinit -kt / ...
- 常见的SQL调优(SQL Tuning)Tips
建立适当的索引(参考<正确建立数据库索引的姿势>) 用UNION替换OR (适用于索引列) 用exist.not exist代替 in.not in 不要以字符格式声明数字(会 ...
- Confluence 6 安装一个语言组件
Confluence 捆绑了一系列的语言包.这些语言包在 'Language Configuration' 界面中的语言选项中.在 Confluence 的管理员控制台,你可以选择 Choosing ...