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	<title>Comments on: Analysis II</title>
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	<description>Updates on my research and expository papers, discussion of open problems, and other maths-related topics.  By Terence Tao</description>
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	<item>
		<title>By: Luqing Ye</title>
		<link>http://terrytao.wordpress.com/books/analysis-ii/#comment-224680</link>
		<dc:creator><![CDATA[Luqing Ye]]></dc:creator>
		<pubDate>Wed, 17 Apr 2013 17:34:30 +0000</pubDate>
		<guid isPermaLink="false">http://terrytao.wordpress.com/analysis-ii/#comment-224680</guid>
		<description><![CDATA[Dear Prof Tao,

I just now say &quot;Hmm,this comment is wrong again&quot;.After seeing your reply,It seems that my comment is not wrong again,because in your book is 

$latex \displaystyle \frac{f(x)-f(x_0)-L(x-x_0)}{&#124;x-x_0&#124;}$,In spivak&#039;s book is $latex \displaystyle \frac{f(x)-f(x_0)-h(x)}{&#124;x-x_0&#124;}$.



Now I understand,thanks for your reply!]]></description>
		<content:encoded><![CDATA[<p>Dear Prof Tao,</p>
<p>I just now say &#8220;Hmm,this comment is wrong again&#8221;.After seeing your reply,It seems that my comment is not wrong again,because in your book is </p>
<p><img src='http://s0.wp.com/latex.php?latex=%5Cdisplaystyle+%5Cfrac%7Bf%28x%29-f%28x_0%29-L%28x-x_0%29%7D%7B%7Cx-x_0%7C%7D&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='&#92;displaystyle &#92;frac{f(x)-f(x_0)-L(x-x_0)}{|x-x_0|}' title='&#92;displaystyle &#92;frac{f(x)-f(x_0)-L(x-x_0)}{|x-x_0|}' class='latex' />,In spivak&#8217;s book is <img src='http://s0.wp.com/latex.php?latex=%5Cdisplaystyle+%5Cfrac%7Bf%28x%29-f%28x_0%29-h%28x%29%7D%7B%7Cx-x_0%7C%7D&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='&#92;displaystyle &#92;frac{f(x)-f(x_0)-h(x)}{|x-x_0|}' title='&#92;displaystyle &#92;frac{f(x)-f(x_0)-h(x)}{|x-x_0|}' class='latex' />.</p>
<p>Now I understand,thanks for your reply!</p>
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	<item>
		<title>By: Luqing Ye</title>
		<link>http://terrytao.wordpress.com/books/analysis-ii/#comment-224678</link>
		<dc:creator><![CDATA[Luqing Ye]]></dc:creator>
		<pubDate>Wed, 17 Apr 2013 17:11:09 +0000</pubDate>
		<guid isPermaLink="false">http://terrytao.wordpress.com/analysis-ii/#comment-224678</guid>
		<description><![CDATA[Hmm...This comment is wrong again...In fact,when $latex m=n=1$,the linear transformation is $latex h(x):f&#039;(x_0)(x-x_0)$,as illustrated in Spivak&#039;s book...]]></description>
		<content:encoded><![CDATA[<p>Hmm&#8230;This comment is wrong again&#8230;In fact,when <img src='http://s0.wp.com/latex.php?latex=m%3Dn%3D1&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='m=n=1' title='m=n=1' class='latex' />,the linear transformation is <img src='http://s0.wp.com/latex.php?latex=h%28x%29%3Af%27%28x_0%29%28x-x_0%29&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='h(x):f&#039;(x_0)(x-x_0)' title='h(x):f&#039;(x_0)(x-x_0)' class='latex' />,as illustrated in Spivak&#8217;s book&#8230;</p>
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		<title>By: Terence Tao</title>
		<link>http://terrytao.wordpress.com/books/analysis-ii/#comment-224677</link>
		<dc:creator><![CDATA[Terence Tao]]></dc:creator>
		<pubDate>Wed, 17 Apr 2013 17:07:40 +0000</pubDate>
		<guid isPermaLink="false">http://terrytao.wordpress.com/analysis-ii/#comment-224677</guid>
		<description><![CDATA[In one dimension, there is a canonical isomorphism that identifies each real number $latex L$ with the associated dilation map $latex x \mapsto Lx$ on the reals, so one customarily &quot;abuses notation&quot; by identifying the two (somewhat analogously to how one identifies natural numbers with a subset of the integers, or the rationals as a subset of the reals, etc.).

In higher dimensions, the corresponding identification between matrices and linear transformations is dependent on the choice of basis, which is why it is important to keep the two concepts separate. But in one dimension the identification is basis-independent, and there is little harm in conflating the two concepts (or, for that matter, with identifying $1 \times 1$ matrices with scalars).]]></description>
		<content:encoded><![CDATA[<p>In one dimension, there is a canonical isomorphism that identifies each real number <img src='http://s0.wp.com/latex.php?latex=L&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='L' title='L' class='latex' /> with the associated dilation map <img src='http://s0.wp.com/latex.php?latex=x+%5Cmapsto+Lx&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='x &#92;mapsto Lx' title='x &#92;mapsto Lx' class='latex' /> on the reals, so one customarily &#8220;abuses notation&#8221; by identifying the two (somewhat analogously to how one identifies natural numbers with a subset of the integers, or the rationals as a subset of the reals, etc.).</p>
<p>In higher dimensions, the corresponding identification between matrices and linear transformations is dependent on the choice of basis, which is why it is important to keep the two concepts separate. But in one dimension the identification is basis-independent, and there is little harm in conflating the two concepts (or, for that matter, with identifying $1 \times 1$ matrices with scalars).</p>
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	<item>
		<title>By: Luqing Ye</title>
		<link>http://terrytao.wordpress.com/books/analysis-ii/#comment-224671</link>
		<dc:creator><![CDATA[Luqing Ye]]></dc:creator>
		<pubDate>Wed, 17 Apr 2013 16:27:49 +0000</pubDate>
		<guid isPermaLink="false">http://terrytao.wordpress.com/analysis-ii/#comment-224671</guid>
		<description><![CDATA[Dear Prof.Tao,

I think the definition of derivative in this book (and in Spivak&#039;s &quot;calculus on manifold&quot;,etc.) is inconsistent.

When we say &quot;A differentiable function $latex f:\mathbb{R}^m\to \mathbf{R}^n$ has derivative $latex L$ at point $latex x_0\in \mathbf{R}^m$&quot;,we regard $latex L$ as a linear map from $latex \mathbf{R}^m$ to $\mathbf{R}^n$.

But in the case of $latex m=n=1$,we regard $latex L$ as a real number.A real number is a real number,not a linear map,isn&#039;t it?(Though a real number multiplying a stuff means a linear map )


It is very similar to such conditions,that is,the distinction between the matrix and the correspoinding linear map.Maybe somebody regard matrix as a linear map(I don&#039;t know whether &quot;somebody&quot; exists or not,I just guess),but I regard matrix as a matrix,$latex m$ columns,$latex n$ rows.Only when a matrix multiplying a stuff  forms a linear map...]]></description>
		<content:encoded><![CDATA[<p>Dear Prof.Tao,</p>
<p>I think the definition of derivative in this book (and in Spivak&#8217;s &#8220;calculus on manifold&#8221;,etc.) is inconsistent.</p>
<p>When we say &#8220;A differentiable function <img src='http://s0.wp.com/latex.php?latex=f%3A%5Cmathbb%7BR%7D%5Em%5Cto+%5Cmathbf%7BR%7D%5En&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='f:&#92;mathbb{R}^m&#92;to &#92;mathbf{R}^n' title='f:&#92;mathbb{R}^m&#92;to &#92;mathbf{R}^n' class='latex' /> has derivative <img src='http://s0.wp.com/latex.php?latex=L&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='L' title='L' class='latex' /> at point <img src='http://s0.wp.com/latex.php?latex=x_0%5Cin+%5Cmathbf%7BR%7D%5Em&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='x_0&#92;in &#92;mathbf{R}^m' title='x_0&#92;in &#92;mathbf{R}^m' class='latex' />&#8220;,we regard <img src='http://s0.wp.com/latex.php?latex=L&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='L' title='L' class='latex' /> as a linear map from <img src='http://s0.wp.com/latex.php?latex=%5Cmathbf%7BR%7D%5Em&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='&#92;mathbf{R}^m' title='&#92;mathbf{R}^m' class='latex' /> to $\mathbf{R}^n$.</p>
<p>But in the case of <img src='http://s0.wp.com/latex.php?latex=m%3Dn%3D1&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='m=n=1' title='m=n=1' class='latex' />,we regard <img src='http://s0.wp.com/latex.php?latex=L&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='L' title='L' class='latex' /> as a real number.A real number is a real number,not a linear map,isn&#8217;t it?(Though a real number multiplying a stuff means a linear map )</p>
<p>It is very similar to such conditions,that is,the distinction between the matrix and the correspoinding linear map.Maybe somebody regard matrix as a linear map(I don&#8217;t know whether &#8220;somebody&#8221; exists or not,I just guess),but I regard matrix as a matrix,<img src='http://s0.wp.com/latex.php?latex=m&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='m' title='m' class='latex' /> columns,<img src='http://s0.wp.com/latex.php?latex=n&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='n' title='n' class='latex' /> rows.Only when a matrix multiplying a stuff  forms a linear map&#8230;</p>
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	<item>
		<title>By: ugroh</title>
		<link>http://terrytao.wordpress.com/books/analysis-ii/#comment-223849</link>
		<dc:creator><![CDATA[ugroh]]></dc:creator>
		<pubDate>Fri, 12 Apr 2013 11:24:19 +0000</pubDate>
		<guid isPermaLink="false">http://terrytao.wordpress.com/analysis-ii/#comment-223849</guid>
		<description><![CDATA[Terence, on Page 452 (Analysis II), Exercise 15.7.6 you are writing
&quot;.. be a non-zero complex real number ..&quot;. I guess the &quot;real&quot; can be ignored.
Regards
Ulrich]]></description>
		<content:encoded><![CDATA[<p>Terence, on Page 452 (Analysis II), Exercise 15.7.6 you are writing<br />
&#8220;.. be a non-zero complex real number ..&#8221;. I guess the &#8220;real&#8221; can be ignored.<br />
Regards<br />
Ulrich</p>
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		<title>By: Luqing Ye</title>
		<link>http://terrytao.wordpress.com/books/analysis-ii/#comment-223386</link>
		<dc:creator><![CDATA[Luqing Ye]]></dc:creator>
		<pubDate>Tue, 09 Apr 2013 08:17:39 +0000</pubDate>
		<guid isPermaLink="false">http://terrytao.wordpress.com/analysis-ii/#comment-223386</guid>
		<description><![CDATA[Oh!This method fails!In this method,I only construct an $latex (\varepsilon,\delta)$ approximation to the identity,not an $latex (\varepsilon,\delta)$ periodic approximation to the identity!(But by this wrong method,I can prove that a series of trigonometric polynomials can approximate uniformly to a continuous function on an interval.)

But even though this method is  wrong,I think I will be right only after some minor corrections.Instead of $latex f_n(x)=\cos^n \frac{\pi}{2}x$,I need to construct a trigonometric function,this function is always non-negative,and  at the place of $latex x=1$,this function should become large again.

Then let this function replace $latex \cos \frac{\pi}{2}x$,then I think that will be OK.]]></description>
		<content:encoded><![CDATA[<p>Oh!This method fails!In this method,I only construct an <img src='http://s0.wp.com/latex.php?latex=%28%5Cvarepsilon%2C%5Cdelta%29&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='(&#92;varepsilon,&#92;delta)' title='(&#92;varepsilon,&#92;delta)' class='latex' /> approximation to the identity,not an <img src='http://s0.wp.com/latex.php?latex=%28%5Cvarepsilon%2C%5Cdelta%29&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='(&#92;varepsilon,&#92;delta)' title='(&#92;varepsilon,&#92;delta)' class='latex' /> periodic approximation to the identity!(But by this wrong method,I can prove that a series of trigonometric polynomials can approximate uniformly to a continuous function on an interval.)</p>
<p>But even though this method is  wrong,I think I will be right only after some minor corrections.Instead of <img src='http://s0.wp.com/latex.php?latex=f_n%28x%29%3D%5Ccos%5En+%5Cfrac%7B%5Cpi%7D%7B2%7Dx&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='f_n(x)=&#92;cos^n &#92;frac{&#92;pi}{2}x' title='f_n(x)=&#92;cos^n &#92;frac{&#92;pi}{2}x' class='latex' />,I need to construct a trigonometric function,this function is always non-negative,and  at the place of <img src='http://s0.wp.com/latex.php?latex=x%3D1&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='x=1' title='x=1' class='latex' />,this function should become large again.</p>
<p>Then let this function replace <img src='http://s0.wp.com/latex.php?latex=%5Ccos+%5Cfrac%7B%5Cpi%7D%7B2%7Dx&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='&#92;cos &#92;frac{&#92;pi}{2}x' title='&#92;cos &#92;frac{&#92;pi}{2}x' class='latex' />,then I think that will be OK.</p>
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	<item>
		<title>By: Luqing Ye</title>
		<link>http://terrytao.wordpress.com/books/analysis-ii/#comment-223366</link>
		<dc:creator><![CDATA[Luqing Ye]]></dc:creator>
		<pubDate>Tue, 09 Apr 2013 06:02:12 +0000</pubDate>
		<guid isPermaLink="false">http://terrytao.wordpress.com/analysis-ii/#comment-223366</guid>
		<description><![CDATA[Dear Prof.Tao,

This is not an errata,but a personal advice.In lemma 16.4.6,you make use of Fejer kernel to construct an $latex (\varepsilon,\delta)$ approximation to the identity.Why Fejer kernel?I think a long time to find the geometric meaning of the Fejer kernel,but the geometric meaning is rather complex,I make use of a sophiscated but wrong model of planet motion found by ancient astronomers  to give Fejer kernel a geometric explanation(A circle A_2 moves around a circle A_1,and a circle A_3 moves around the circle A_2,etc...).

So I think the Fejer kernel approach is rather unintuitive to a begginer in Fourier analysis.Here is an intuitive approach:

Consider the function $latex f_n(x)=\cos^n \frac{\pi}{2}x,x\in [0,1]$.When $latex n$ become larger and larger,$latex f_n(x)$ will become thiner and thiner,and at last will become a $latex (\varepsilon,\delta)$ approximation to the identity(In order to do this ,we have to multiply a constant $latex c$ to f_n(x),so that $latex \int_{[0,1]}cf_n(x)dx=1$).And it is easy to verify by using algebra of trigonometrics like $latex 2\cos^2x-1=\cos 2x$,we can change $latex f_n(x)$ into trigonometric polynomials,that is done!]]></description>
		<content:encoded><![CDATA[<p>Dear Prof.Tao,</p>
<p>This is not an errata,but a personal advice.In lemma 16.4.6,you make use of Fejer kernel to construct an <img src='http://s0.wp.com/latex.php?latex=%28%5Cvarepsilon%2C%5Cdelta%29&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='(&#92;varepsilon,&#92;delta)' title='(&#92;varepsilon,&#92;delta)' class='latex' /> approximation to the identity.Why Fejer kernel?I think a long time to find the geometric meaning of the Fejer kernel,but the geometric meaning is rather complex,I make use of a sophiscated but wrong model of planet motion found by ancient astronomers  to give Fejer kernel a geometric explanation(A circle A_2 moves around a circle A_1,and a circle A_3 moves around the circle A_2,etc&#8230;).</p>
<p>So I think the Fejer kernel approach is rather unintuitive to a begginer in Fourier analysis.Here is an intuitive approach:</p>
<p>Consider the function <img src='http://s0.wp.com/latex.php?latex=f_n%28x%29%3D%5Ccos%5En+%5Cfrac%7B%5Cpi%7D%7B2%7Dx%2Cx%5Cin+%5B0%2C1%5D&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='f_n(x)=&#92;cos^n &#92;frac{&#92;pi}{2}x,x&#92;in [0,1]' title='f_n(x)=&#92;cos^n &#92;frac{&#92;pi}{2}x,x&#92;in [0,1]' class='latex' />.When <img src='http://s0.wp.com/latex.php?latex=n&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='n' title='n' class='latex' /> become larger and larger,<img src='http://s0.wp.com/latex.php?latex=f_n%28x%29&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='f_n(x)' title='f_n(x)' class='latex' /> will become thiner and thiner,and at last will become a <img src='http://s0.wp.com/latex.php?latex=%28%5Cvarepsilon%2C%5Cdelta%29&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='(&#92;varepsilon,&#92;delta)' title='(&#92;varepsilon,&#92;delta)' class='latex' /> approximation to the identity(In order to do this ,we have to multiply a constant <img src='http://s0.wp.com/latex.php?latex=c&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='c' title='c' class='latex' /> to f_n(x),so that <img src='http://s0.wp.com/latex.php?latex=%5Cint_%7B%5B0%2C1%5D%7Dcf_n%28x%29dx%3D1&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='&#92;int_{[0,1]}cf_n(x)dx=1' title='&#92;int_{[0,1]}cf_n(x)dx=1' class='latex' />).And it is easy to verify by using algebra of trigonometrics like <img src='http://s0.wp.com/latex.php?latex=2%5Ccos%5E2x-1%3D%5Ccos+2x&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='2&#92;cos^2x-1=&#92;cos 2x' title='2&#92;cos^2x-1=&#92;cos 2x' class='latex' />,we can change <img src='http://s0.wp.com/latex.php?latex=f_n%28x%29&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='f_n(x)' title='f_n(x)' class='latex' /> into trigonometric polynomials,that is done!</p>
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	<item>
		<title>By: Luqing Ye</title>
		<link>http://terrytao.wordpress.com/books/analysis-ii/#comment-222234</link>
		<dc:creator><![CDATA[Luqing Ye]]></dc:creator>
		<pubDate>Tue, 02 Apr 2013 15:38:17 +0000</pubDate>
		<guid isPermaLink="false">http://terrytao.wordpress.com/analysis-ii/#comment-222234</guid>
		<description><![CDATA[Hi Mr.Tao,

In Exercise 15.7.2,I think &quot;Show that there exists a c&gt;0 such that f(y) is non-zero whenever  0&lt;&#124;x-y&#124;&lt;c&quot; should be &quot;Show that there exists a c&gt;0 such that f(y) is non-zero whenever  0&lt;&#124;x_0-y&#124;&lt;c&quot;.

Sorry that my comment is not always right,so it needs your wisdom to judge which is right and which is wrong....

&lt;i&gt;[Errata added, thanks - T.]&lt;/i&gt;]]></description>
		<content:encoded><![CDATA[<p>Hi Mr.Tao,</p>
<p>In Exercise 15.7.2,I think &#8220;Show that there exists a c&gt;0 such that f(y) is non-zero whenever  0&lt;|x-y|&lt;c&#8221; should be &#8220;Show that there exists a c&gt;0 such that f(y) is non-zero whenever  0&lt;|x_0-y|&lt;c&#8221;.</p>
<p>Sorry that my comment is not always right,so it needs your wisdom to judge which is right and which is wrong&#8230;.</p>
<p><i>[Errata added, thanks - T.]</i></p>
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	<item>
		<title>By: Terence Tao</title>
		<link>http://terrytao.wordpress.com/books/analysis-ii/#comment-222233</link>
		<dc:creator><![CDATA[Terence Tao]]></dc:creator>
		<pubDate>Tue, 02 Apr 2013 15:37:00 +0000</pubDate>
		<guid isPermaLink="false">http://terrytao.wordpress.com/analysis-ii/#comment-222233</guid>
		<description><![CDATA[$latex (s+\delta-\varepsilon)^{-m} \leq (s-\varepsilon)^{-m}$.]]></description>
		<content:encoded><![CDATA[<p><img src='http://s0.wp.com/latex.php?latex=%28s%2B%5Cdelta-%5Cvarepsilon%29%5E%7B-m%7D+%5Cleq+%28s-%5Cvarepsilon%29%5E%7B-m%7D&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='(s+&#92;delta-&#92;varepsilon)^{-m} &#92;leq (s-&#92;varepsilon)^{-m}' title='(s+&#92;delta-&#92;varepsilon)^{-m} &#92;leq (s-&#92;varepsilon)^{-m}' class='latex' />.</p>
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		<title>By: Misha Shvartsman</title>
		<link>http://terrytao.wordpress.com/books/analysis-ii/#comment-221960</link>
		<dc:creator><![CDATA[Misha Shvartsman]]></dc:creator>
		<pubDate>Sun, 31 Mar 2013 17:29:11 +0000</pubDate>
		<guid isPermaLink="false">http://terrytao.wordpress.com/analysis-ii/#comment-221960</guid>
		<description><![CDATA[Following that logic, it would not make sense to have any homework exercise that requires a proof. And, indeed, these days browsing internet you probably can find any proof you want, but chance that you learn anything will not be great :)]]></description>
		<content:encoded><![CDATA[<p>Following that logic, it would not make sense to have any homework exercise that requires a proof. And, indeed, these days browsing internet you probably can find any proof you want, but chance that you learn anything will not be great :)</p>
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