<?xml version="1.0"?>
<feed xmlns="http://www.w3.org/2005/Atom" xml:lang="en">
	<id>https://en.formulasearchengine.com/w/index.php?action=history&amp;feed=atom&amp;title=X-bar_chart</id>
	<title>X-bar chart - Revision history</title>
	<link rel="self" type="application/atom+xml" href="https://en.formulasearchengine.com/w/index.php?action=history&amp;feed=atom&amp;title=X-bar_chart"/>
	<link rel="alternate" type="text/html" href="https://en.formulasearchengine.com/w/index.php?title=X-bar_chart&amp;action=history"/>
	<updated>2026-08-04T17:00:39Z</updated>
	<subtitle>Revision history for this page on the wiki</subtitle>
	<generator>MediaWiki 1.47.0-wmf.7</generator>
	<entry>
		<id>https://en.formulasearchengine.com/w/index.php?title=X-bar_chart&amp;diff=17458&amp;oldid=prev</id>
		<title>en&gt;DanielPenfield: rm advertising link</title>
		<link rel="alternate" type="text/html" href="https://en.formulasearchengine.com/w/index.php?title=X-bar_chart&amp;diff=17458&amp;oldid=prev"/>
		<updated>2012-07-04T01:03:30Z</updated>

		<summary type="html">&lt;p&gt;rm advertising link&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;In [[mathematics]], the &amp;#039;&amp;#039;&amp;#039;Bombieri norm&amp;#039;&amp;#039;&amp;#039;, named after [[Enrico Bombieri]], is a [[Norm (mathematics)|norm]] on [[homogeneous polynomial]]s with coefficient in &amp;lt;math&amp;gt;\mathbb R&amp;lt;/math&amp;gt; or &amp;lt;math&amp;gt;\mathbb C&amp;lt;/math&amp;gt; (there is also a version for non homogeneous univariate polynomials). This norm has many remarkable properties, the most important being listed in this article.&lt;br /&gt;
&lt;br /&gt;
==Bombieri scalar product for homogeneous polynomials==&lt;br /&gt;
&lt;br /&gt;
To start with the geometry, the &amp;#039;&amp;#039;Bombieri scalar product&amp;#039;&amp;#039; for [[homogeneous polynomial]]s with &amp;#039;&amp;#039;N&amp;#039;&amp;#039; variables can be defined as follows using [[multi-index notation]]:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\forall \alpha,\beta \in \mathbb{N}^N&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
by definition different monomials are orthogonal, so that&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\langle X^\alpha | X^\beta \rangle = 0&amp;lt;/math&amp;gt; if &amp;lt;math&amp;gt;\alpha \neq \beta,&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
while&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\forall \alpha \in \mathbb{N}^N&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
by definition&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\|X^\alpha\|^2 = \frac{\alpha!}{|\alpha|!}.&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
In the above definition and in the rest of this article the following notation applies:&lt;br /&gt;
&lt;br /&gt;
if &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\alpha = (\alpha_1,\dots,\alpha_N) \in \mathbb{N}^N,&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
write &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;|\alpha| = \Sigma_{i=1}^N \alpha_i&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
and&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\alpha! = \Pi_{i=1}^N (\alpha_i!)&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
and &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;X^\alpha = \Pi_{i=1}^N X_i^{\alpha_i}.&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
==Bombieri inequality==&lt;br /&gt;
The fundamental property of this norm is the Bombieri inequality:&lt;br /&gt;
&lt;br /&gt;
let &amp;lt;math&amp;gt;P,Q&amp;lt;/math&amp;gt; be two homogeneous polynomials respectively of degree &amp;lt;math&amp;gt;d^\circ(P)&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;d^\circ(Q)&amp;lt;/math&amp;gt; with &amp;lt;math&amp;gt;N&amp;lt;/math&amp;gt; variables, then, the following inequality holds:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{d^\circ(P)!d^\circ(Q)!}{(d^\circ(P)+d^\circ(Q))!}\|P\|^2 \, \|Q\|^2 \leq &lt;br /&gt;
 \|P\cdot Q\|^2 \leq \|P\|^2 \, \|Q\|^2.&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Here the Bombieri inequality is the left hand side of the above statement, while the right side means that the Bombieri norm is an [[algebra norm]]. Giving the left hand side is meaningless without that constraint, because in this case, we can achieve the same result with any norm by multiplying the norm by a well chosen factor.  &lt;br /&gt;
&lt;br /&gt;
This multiplicative inequality implies that the product of two polynomials is bounded from below by a quantity that depends on the multiplicand polynomials. Thus, this product can not be arbitrarily small. This multiplicative inequality is useful in metric [[algebraic geometry]] and [[number theory]].&lt;br /&gt;
&lt;br /&gt;
==Invariance by isometry==&lt;br /&gt;
Another important property is that the Bombieri norm is invariant by composition with an &lt;br /&gt;
[[isometry]]:&lt;br /&gt;
&lt;br /&gt;
let &amp;lt;math&amp;gt;P,Q&amp;lt;/math&amp;gt; be two homogeneous polynomials of degree &amp;lt;math&amp;gt;d&amp;lt;/math&amp;gt; with &amp;lt;math&amp;gt;N&amp;lt;/math&amp;gt; variables and let &amp;lt;math&amp;gt;h&amp;lt;/math&amp;gt; be an isometry&lt;br /&gt;
of &amp;lt;math&amp;gt;\mathbb R^N&amp;lt;/math&amp;gt; (or &amp;lt;math&amp;gt;\mathbb C^N&amp;lt;/math&amp;gt;). Then, the we have &amp;lt;math&amp;gt;\langle P\circ h|Q\circ h\rangle = \langle P|Q\rangle&amp;lt;/math&amp;gt;. When &amp;lt;math&amp;gt;P=Q&amp;lt;/math&amp;gt; this implies &amp;lt;math&amp;gt;\|P\circ h\|=\|P\|&amp;lt;/math&amp;gt;.&lt;br /&gt;
&lt;br /&gt;
This result follows from a nice integral formulation of the scalar product:&lt;br /&gt;
&lt;br /&gt;
: &amp;lt;math&amp;gt;\langle P|Q\rangle = {d+N-1 \choose N-1} \int_{S^N} P(Z)\overline{Q(Z)}\,d\sigma(Z)&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where &amp;lt;math&amp;gt;S^N&amp;lt;/math&amp;gt; is the unit sphere of &amp;lt;math&amp;gt;\mathbb C^N&amp;lt;/math&amp;gt; with its canonical measure &amp;lt;math&amp;gt;d\sigma(Z)&amp;lt;/math&amp;gt;.&lt;br /&gt;
&lt;br /&gt;
==Other inequalities==&lt;br /&gt;
Let &amp;lt;math&amp;gt;P&amp;lt;/math&amp;gt; be a homogeneous polynomial of degree &amp;lt;math&amp;gt;d&amp;lt;/math&amp;gt; with &amp;lt;math&amp;gt;N&amp;lt;/math&amp;gt; variables and let &amp;lt;math&amp;gt;Z \in \mathbb C^N&amp;lt;/math&amp;gt;. We have:&lt;br /&gt;
&lt;br /&gt;
* &amp;lt;math&amp;gt;|P(Z)| \leq \|P\| \, \|Z\|_E^d&amp;lt;/math&amp;gt;&lt;br /&gt;
* &amp;lt;math&amp;gt;\|\nabla P(Z)\|_E \leq d \|P\| \, \|Z\|_E^d&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where &amp;lt;math&amp;gt;\|\cdot\|_E&amp;lt;/math&amp;gt; denotes the Euclidean norm.&lt;br /&gt;
&lt;br /&gt;
The Bombieri norm is useful in polynomial factorization, where it has some advantages over the [[Mahler measure]], according to Knuth (Exercises 20-21, pages 457-458 and 682-684).&lt;br /&gt;
&lt;br /&gt;
==See also==&lt;br /&gt;
*[[Grassmann manifold]]&lt;br /&gt;
*[[Hardy space]]&lt;br /&gt;
*[[Homogeneous polynomial]]&lt;br /&gt;
*[[Plücker embedding]]&lt;br /&gt;
&lt;br /&gt;
==References==&lt;br /&gt;
* {{cite journal|last1=Beauzamy|first1=Bernard|last2=Bombieri|first2=Enrico|authorlink2=Enrico Bombieri|last3=Enflo|first3=Per|authorlink3=Per Enflo |last4=Montgomery|first4=Hugh L.|authorlink4=Hugh Montgomery (mathematician)|title=Products of polynomials in many variables|journal=[[Journal of Number Theory]]|volume=36|year=1990|issue=2|pages=219–245| doi = 10.1016/0022-314X(90)90075-3 | url2 = http://deepblue.lib.umich.edu/handle/2027.42/28840|url=http://deepblue.lib.umich.edu/bitstream/2027.42/28840/1/0000675.pdf|mr=1072467 }} &lt;br /&gt;
* {{cite journal|title=Quantitative estimates for polynomials in one or several variables: From analysis and number&amp;amp;nbsp;theory to symbolic and massively&amp;amp;nbsp;parallel computation|last1=Beauzamy|first1=Bernard|last2=Enflo|first2=Per|authorlink2=Per Enflo |last3=Wang|first3=Paul&lt;br /&gt;
|journal=Mathematics Magazine&lt;br /&gt;
|volume=67&lt;br /&gt;
|issue=4&lt;br /&gt;
|date=October 1994&lt;br /&gt;
|pages=243–257&lt;br /&gt;
|url=http://www.scmsa.eu/archives/ART_quantitative_estimates_1992.pdf|jstor=2690843|mr=1300564|doi=10.2307/2690843|unused_data=&amp;lt;!-- authorlink3=Paul Wang --&amp;gt;}}&lt;br /&gt;
*{{cite book&lt;br /&gt;
|first1=Enrico|last1=Bombieri|authorlink1=Enrico Bombieri|last2=Gubler|first2=Walter&lt;br /&gt;
|title=Heights in Diophantine geometry&lt;br /&gt;
|publisher=Cambridge U.&amp;amp;nbsp;P.&lt;br /&gt;
|year=2006|&lt;br /&gt;
isbn=0-521-84615-3&lt;br /&gt;
|mr=2216774}}&lt;br /&gt;
*{{cite book&lt;br /&gt;
|authorlink=Donald Knuth|last=Knuth|first=Donald&amp;amp;nbsp;E.&lt;br /&gt;
|chapter=[[The_Art_of_Computer_Programming#Chapters|4.6.2 Factorization of polynomials]]&lt;br /&gt;
|title=Seminumerical algorithms&lt;br /&gt;
|series = &amp;#039;&amp;#039;[[The Art of Computer Programming]]&amp;#039;&amp;#039;&lt;br /&gt;
|volume=2&lt;br /&gt;
|edition=Third&lt;br /&gt;
|location=Reading, Massachusetts&lt;br /&gt;
|publisher=Addison-Wesley&lt;br /&gt;
|year=1997&lt;br /&gt;
|pages=439–461, 678–691&amp;lt;!--   xiv+762 --&amp;gt;&lt;br /&gt;
|isbn=0-201-89684-2|mr=633878}}&lt;br /&gt;
&lt;br /&gt;
[[Category:Norms (mathematics)]]&lt;br /&gt;
[[Category:Analytic number theory]]&lt;br /&gt;
[[Category:Polynomials]]&lt;br /&gt;
[[Category:Homogeneous polynomials]]&lt;br /&gt;
[[Category:Complex analysis]]&lt;br /&gt;
[[Category:Several complex variables]]&lt;/div&gt;</summary>
		<author><name>en&gt;DanielPenfield</name></author>
	</entry>
</feed>