Difference between revisions of "Compactness in Metric Spaces"
Line 20: | Line 20: | ||
<div style="text-align: center;"><math>\begin{align} \quad \bigcup_{k=1}^{p} \left ( 0, 1 - \frac{1}{n_p} \right ) = \left ( 0, 1 - \frac{1}{n^*} \right ) \end{align}</math></div> | <div style="text-align: center;"><math>\begin{align} \quad \bigcup_{k=1}^{p} \left ( 0, 1 - \frac{1}{n_p} \right ) = \left ( 0, 1 - \frac{1}{n^*} \right ) \end{align}</math></div> | ||
<p>But for <span class="math-inline"><math>(0, 1) \subseteq \left ( 0, 1 - \frac{1}{n^*} \right )</math></span> we need <span class="math-inline"><math>1 \leq 1 - \frac{1}{n^*}</math></span>. But <span class="math-inline"><math>n^* \in \mathbb{N}</math></span>, so <span class="math-inline"><math>n^* > 0</math></span> and <span class="math-inline"><math>\frac{1}{n^*} > 0</math></span>, so <span class="math-inline"><math>1 - \frac{1}{n^*} < 1</math></span>. Therefore any finite subset <span class="math-inline"><math>\mathcal F^*</math></span> of <span class="math-inline"><math>\mathcal F</math></span> cannot cover <span class="math-inline"><math>S = (0, 1)</math></span>. Hence, <span class="math-inline"><math>(0, 1)</math></span> is not compact.</p> | <p>But for <span class="math-inline"><math>(0, 1) \subseteq \left ( 0, 1 - \frac{1}{n^*} \right )</math></span> we need <span class="math-inline"><math>1 \leq 1 - \frac{1}{n^*}</math></span>. But <span class="math-inline"><math>n^* \in \mathbb{N}</math></span>, so <span class="math-inline"><math>n^* > 0</math></span> and <span class="math-inline"><math>\frac{1}{n^*} > 0</math></span>, so <span class="math-inline"><math>1 - \frac{1}{n^*} < 1</math></span>. Therefore any finite subset <span class="math-inline"><math>\mathcal F^*</math></span> of <span class="math-inline"><math>\mathcal F</math></span> cannot cover <span class="math-inline"><math>S = (0, 1)</math></span>. Hence, <span class="math-inline"><math>(0, 1)</math></span> is not compact.</p> | ||
+ | |||
+ | ===Boundedness of Compact Sets in a Metric Space=== | ||
+ | <p>Recall that if <span class="math-inline"><math>(M, d)</math></span> is a metric space then a subset <span class="math-inline"><math>S \subseteq M</math></span> is said to be compact in <span class="math-inline"><math>M</math></span> if for every open covering of <span class="math-inline"><math>S</math></span> there exists a finite subcovering of <span class="math-inline"><math>S</math></span>.</p> | ||
+ | <p>We will now look at a rather important theorem which will tell us that if <span class="math-inline"><math>S</math></span> is a compact subset of <span class="math-inline"><math>M</math></span> then we can further deduce that <span class="math-inline"><math>S</math></span> is also a bounded subset.</p> | ||
+ | <blockquote style="background: white; border: 1px solid black; padding: 1em;"> | ||
+ | <td><strong>Theorem 1:</strong> If <span class="math-inline"><math>(M, d)</math></span> be a metric space and <span class="math-inline"><math>S \subseteq M</math></span> is a compact subset of <span class="math-inline"><math>M</math></span> then <span class="math-inline"><math>S</math></span> is bounded.</td> | ||
+ | </blockquote> | ||
+ | <div class="image-container aligncenter"><img src="http://mathonline.wdfiles.com/local--files/boundedness-of-compact-sets-in-a-metric-space/Screen%20Shot%202015-10-05%20at%209.56.39%20PM.png" alt="Screen%20Shot%202015-10-05%20at%209.56.39%20PM.png" class="image" /></div> | ||
+ | <ul> | ||
+ | <li><strong>Proof:</strong> For a fixed <span class="math-inline"><math>x_0 \in S</math></span> and for <span class="math-inline"><math>r > 0</math></span>, consider the ball centered at <span class="math-inline"><math>x_0</math></span> with radius <span class="math-inline"><math>r</math></span>, i.e., <span class="math-inline"><math>B(x_0, r)</math></span>. Let <span class="math-inline"><math>\mathcal F</math></span> denote the collection of balls centered at <span class="math-inline"><math>x_0</math></span> with varying radii <span class="math-inline"><math>r > 0</math></span>:</li> | ||
+ | </ul> | ||
+ | <div style="text-align: center;"><math>\begin{align} \quad \mathcal F = \{ B(x_0, r) : r > 0 \} \end{align}</math></div> | ||
+ | <ul> | ||
+ | <li>It should not be hard to see that <span class="math-inline"><math>\mathcal F</math></span> is an open covering of <span class="math-inline"><math>S</math></span>, since for all <span class="math-inline"><math>s \in S</math></span> we have that <span class="math-inline"><math>d(x_0, s) = r_s > 0</math></span>, so <span class="math-inline"><math>s \in B(x_0, r_s) \in \mathcal F</math></span>.</li> | ||
+ | </ul> | ||
+ | <ul> | ||
+ | <li>Now since <span class="math-inline"><math>S</math></span> is compact and since <span class="math-inline"><math>\mathcal F</math></span> is an open covering of <span class="math-inline"><math>S</math></span>, there exists a finite open subcovering subset <span class="math-inline"><math>\mathcal F^* \subset \mathcal F</math></span> that covers <span class="math-inline"><math>S</math></span>. Since <span class="math-inline"><math>\mathcal F^*</math></span> is finite, we have that:</li> | ||
+ | </ul> | ||
+ | <div style="text-align: center;"><math>\begin{align} \quad \mathcal F^* = \{ B(x_0, r_1), B(x_0, r_2), ..., B(x_0, r_p) \} \end{align}</math></div> | ||
+ | <ul> | ||
+ | <li>And by definition <span class="math-inline"><math>\mathcal F^*</math></span> covers <span class="math-inline"><math>S</math></span> so:</li> | ||
+ | </ul> | ||
+ | <div style="text-align: center;"><math>\begin{align} \quad S \subseteq \bigcup_{k=1}^{p} B(x_0, r_k) \end{align}</math></div> | ||
+ | <ul> | ||
+ | <li>Each of the open balls in the open subcovering <span class="math-inline"><math>\mathcal F^*</math></span> is centered at <span class="math-inline"><math>x_0</math></span> with <span class="math-inline"><math>r_1, r_2, ..., r_p > 0</math></span>. Since the set <span class="math-inline"><math>\{ r_1, r_2, ..., r_p \}</math></span> is a finite set, there exists a maximum value. Let:</li> | ||
+ | </ul> | ||
+ | <div style="text-align: center;"><math>\begin{align} \quad r_{\mathrm{max}} = \max \{ r_1, r_2, ..., r_p \} \end{align}</math></div> | ||
+ | <ul> | ||
+ | <li>Then for all <span class="math-inline"><math>k \in \{ 1, 2, ..., p \}</math></span> we have that <span class="math-inline"><math>B(x_0, r_k) \subseteq B(x_0, r_{\mathrm{max}})</math></span> and therefore:</li> | ||
+ | </ul> | ||
+ | <div style="text-align: center;"><math>\begin{align} \quad S \subseteq \bigcup_{k=1}^{p} B(x_0, r_k) = B(x_0, r_{\mathrm{max}}) \end{align}</math></div> | ||
+ | <ul> | ||
+ | <li>Hence <span class="math-inline"><math>S</math></span> is bounded. <span class="math-inline"><math>\blacksquare</math></span></li> | ||
+ | </ul> | ||
==Licensing== | ==Licensing== | ||
Content obtained and/or adapted from: | Content obtained and/or adapted from: | ||
* [http://mathonline.wikidot.com/compact-sets-in-a-metric-space Compact Sets in a Metric Space, mathonline.wikidot.com] under a CC BY-SA license | * [http://mathonline.wikidot.com/compact-sets-in-a-metric-space Compact Sets in a Metric Space, mathonline.wikidot.com] under a CC BY-SA license |
Revision as of 15:53, 8 November 2021
Compact Sets in a Metric Space
If is a metric space and then a cover or covering of is a collection of subsets in such that:
Furthermore, we said that an open cover (or open covering) is simply a cover that contains only open sets.
We also said that a subset is a subcover/subcovering (or open subcover/subcovering if is an open covering) if is also a cover of , that is:
We can now define the concept of a compact set using the definitions above.
Definition: Let be a metric space. The subset is said to be Compact if every open covering of has a finite subcovering of .
In general, it may be more difficult to show that a subset of a metric space is compact than to show a subset of a metric space is not compact. So, let's look at an example of a subset of a metric space that is not compact.
Consider the metric space where is the Euclidean metric and consider the set . We claim that this set is not compact. To show that is not compact, we need to find an open covering of that does not have a finite subcovering. Consider the following open covering:
Clearly is an infinite subcovering of and furthermore:
Let be a finite subset of containing elements. Then:
Let . Then due to the nesting of the open covering , we see that:
But for we need . But , so and , so . Therefore any finite subset of cannot cover . Hence, is not compact.
Boundedness of Compact Sets in a Metric Space
Recall that if is a metric space then a subset is said to be compact in if for every open covering of there exists a finite subcovering of .
We will now look at a rather important theorem which will tell us that if is a compact subset of then we can further deduce that is also a bounded subset.
Theorem 1: If be a metric space and is a compact subset of then is bounded.
- Proof: For a fixed and for Failed to parse (syntax error): {\displaystyle r > 0} , consider the ball centered at with radius , i.e., . Let denote the collection of balls centered at with varying radii Failed to parse (syntax error): {\displaystyle r > 0} :
- It should not be hard to see that is an open covering of , since for all we have that Failed to parse (syntax error): {\displaystyle d(x_0, s) = r_s > 0} , so .
- Now since is compact and since is an open covering of , there exists a finite open subcovering subset that covers . Since is finite, we have that:
- And by definition covers so:
- Each of the open balls in the open subcovering is centered at with Failed to parse (syntax error): {\displaystyle r_1, r_2, ..., r_p > 0} . Since the set is a finite set, there exists a maximum value. Let:
- Then for all we have that and therefore:
- Hence is bounded.
Licensing
Content obtained and/or adapted from:
- Compact Sets in a Metric Space, mathonline.wikidot.com under a CC BY-SA license