<?xml version="1.0"?>
<feed xmlns="http://www.w3.org/2005/Atom" xml:lang="en">
	<id>http://debianws.lexgopc.com/wiki143/index.php?action=history&amp;feed=atom&amp;title=Two-vector</id>
	<title>Two-vector - Revision history</title>
	<link rel="self" type="application/atom+xml" href="http://debianws.lexgopc.com/wiki143/index.php?action=history&amp;feed=atom&amp;title=Two-vector"/>
	<link rel="alternate" type="text/html" href="http://debianws.lexgopc.com/wiki143/index.php?title=Two-vector&amp;action=history"/>
	<updated>2026-05-07T17:11:48Z</updated>
	<subtitle>Revision history for this page on the wiki</subtitle>
	<generator>MediaWiki 1.43.1</generator>
	<entry>
		<id>http://debianws.lexgopc.com/wiki143/index.php?title=Two-vector&amp;diff=1574472&amp;oldid=prev</id>
		<title>imported&gt;Monkbot: Task 18 (cosmetic): eval 2 templates: del empty params (4×);</title>
		<link rel="alternate" type="text/html" href="http://debianws.lexgopc.com/wiki143/index.php?title=Two-vector&amp;diff=1574472&amp;oldid=prev"/>
		<updated>2021-01-02T07:28:24Z</updated>

		<summary type="html">&lt;p&gt;&lt;a href=&quot;/wiki143/index.php?title=User:Monkbot/task_18&amp;amp;action=edit&amp;amp;redlink=1&quot; class=&quot;new&quot; title=&quot;User:Monkbot/task 18 (page does not exist)&quot;&gt;Task 18 (cosmetic)&lt;/a&gt;: eval 2 templates: del empty params (4×);&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;A &amp;#039;&amp;#039;&amp;#039;two-vector&amp;#039;&amp;#039;&amp;#039; or &amp;#039;&amp;#039;&amp;#039;bivector&amp;#039;&amp;#039;&amp;#039;&amp;lt;ref&amp;gt;{{cite book |last=Penrose |first=Roger |year=2004 |title=The road to reality : a complete guide to the laws of the universe |location=New York |publisher=Random House, Inc. |pages=443–444 |isbn=978-0-679-77631-4}} Note: This book mentions &amp;quot;bivectors&amp;quot; (but not &amp;quot;two-vectors&amp;quot;) in the sense of &amp;lt;math&amp;gt;\scriptstyle\binom{2}{0}&amp;lt;/math&amp;gt; tensors.&amp;lt;/ref&amp;gt; is a [[tensor]] of type &amp;lt;math&amp;gt;\scriptstyle\binom{2}{0}&amp;lt;/math&amp;gt; and it is the [[dual space|dual]] of a [[two-form]], meaning that it is a linear functional which maps two-forms to the real numbers (or more generally, to scalars).&lt;br /&gt;
&lt;br /&gt;
The [[tensor product]] of a pair of [[Vector (geometric)|vector]]s is a two-vector.  Then, any two-form can be expressed as a linear combination of tensor products of pairs of vectors, especially a linear combination of tensor products of pairs of basis vectors.  If &amp;#039;&amp;#039;&amp;#039;f&amp;#039;&amp;#039;&amp;#039; is a two-vector, then&amp;lt;ref&amp;gt;{{cite book |last=Schutz |first=Bernard |year=1985 |title=A first course in general relativity |location=Cambridge, UK |publisher=Cambridge University Press |page=77 |isbn=0-521-27703-5}} Note: This book does not appear to mention &amp;quot;two-vectors&amp;quot; or &amp;quot;bivectors&amp;quot;, only &amp;lt;math&amp;gt;\scriptstyle\binom{2}{0}&amp;lt;/math&amp;gt; tensors. &amp;lt;/ref&amp;gt;&lt;br /&gt;
:&amp;lt;math&amp;gt; \mathbf{f} = f^{\alpha \beta} \, \vec e_\alpha \otimes \vec e_\beta &amp;lt;/math&amp;gt;&lt;br /&gt;
where the &amp;#039;&amp;#039;f &amp;lt;sup&amp;gt;α β&amp;lt;/sup&amp;gt;&amp;#039;&amp;#039; are the components of the two-vector.  Notice that both indices of the components are [[Covariance and contravariance of vectors|contravariant]].  This is always the case for two-vectors, by definition. A bivector may operate on a one-form, yielding a vector:&lt;br /&gt;
:&amp;lt;math&amp;gt; f^{\alpha \beta} u_{\beta} = v^{\alpha}&amp;lt;/math&amp;gt;,&lt;br /&gt;
although a problem might be which of the upper indices of the bivector to contract with. (This problem does not arise with mixed tensors because only one of such tensor&amp;#039;s indices is upper.) However, if the bivector is [[symmetric tensor|symmetric]] then the choice of index to contract with is indifferent.&lt;br /&gt;
&lt;br /&gt;
An example of a bivector is the [[stress–energy tensor]]. Another one is the &amp;#039;&amp;#039;orthogonal complement&amp;#039;&amp;#039;&amp;lt;ref&amp;gt;Penrose, op. cit., §18.3&amp;lt;/ref&amp;gt; of the [[metric tensor]].&lt;br /&gt;
&amp;lt;!--The components of  a two-vector may be represented as arranged in a matrix, each of its components having a pair of superscripted indices, which notation would help disambiguate matrices that represent bivectors from those that represent mixed tensors, such as mixed tensor for a [[Lorentz transformation]].--&amp;gt; &amp;lt;!--However, a two-vector, as a tensor, should not be confused with a [[Matrix (mathematics)|matrix]], since a matrix is a linear function&lt;br /&gt;
:&amp;lt;math&amp;gt; M : V \rightarrow V &amp;lt;/math&amp;gt;&lt;br /&gt;
which [[Map (mathematics)|maps]] vectors to vectors, whereas a two-vector is a linear functional&lt;br /&gt;
:&amp;lt;math&amp;gt; \mathbf{f} : \tilde{V} \rightarrow V &amp;lt;/math&amp;gt;&lt;br /&gt;
which maps [[one-form]]s to vectors.  In this sense, a matrix, considered as a tensor, is a [[mixed tensor]] of type (1,1) even though of the same rank as a two-vector.--&amp;gt;&lt;br /&gt;
==Matrix notation==&lt;br /&gt;
If one assumes that vectors may only be represented as column matrices and covectors as row matrices; then, since a square matrix operating on a column vector must yield a column vector, it follows that square matrices can only represent mixed tensors. However, there is nothing in the [[abstract algebra|abstract algebraic]] definition of a matrix that says that such assumptions must be made. Then dropping that assumption matrices can be used to represent bivectors as well as two-forms. Example:&lt;br /&gt;
&lt;br /&gt;
&amp;lt;math&amp;gt;\begin{pmatrix}f^{00} &amp;amp;&amp;amp; f^{01} &amp;amp;&amp;amp; f^{02} &amp;amp;&amp;amp; f^{03} \\&lt;br /&gt;
                     f^{10} &amp;amp;&amp;amp; f^{11} &amp;amp;&amp;amp; f^{12} &amp;amp;&amp;amp; f^{13} \\&lt;br /&gt;
                     f^{20} &amp;amp;&amp;amp; f^{21} &amp;amp;&amp;amp; f^{22} &amp;amp;&amp;amp; f^{23} \\&lt;br /&gt;
                     f^{30} &amp;amp;&amp;amp; f^{31} &amp;amp;&amp;amp; f^{32} &amp;amp;&amp;amp; f^{33} \end{pmatrix} \begin{pmatrix}u_0 \\ u_1 \\ u_2 \\ u_3\end{pmatrix} = &lt;br /&gt;
      \begin{pmatrix}f^{00} u_0 + f^{01} u_1 + f^{02} u_2 + f^{03} u_3\\ &lt;br /&gt;
                     f^{10} u_0 + f^{11} u_1 + f^{12} u_2 + f^{13} u_3\\&lt;br /&gt;
                     f^{20} u_0 + f^{21} u_1 + f^{22} u_2 + f^{23} u_3\\&lt;br /&gt;
                     f^{30} u_0 + f^{31} u_1 + f^{32} u_2 + f^{33} u_3\end{pmatrix} = \begin{pmatrix}v^0 \\ v^1 \\ v^2 \\ v^3\end{pmatrix} &lt;br /&gt;
      \iff f^{\alpha \beta} u_\beta = v^\alpha&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;math&amp;gt;\begin{pmatrix}u_0 &amp;amp;&amp;amp; u_1 &amp;amp;&amp;amp; u_2 &amp;amp;&amp;amp; u_3\end{pmatrix} \begin{pmatrix}f^{00} &amp;amp;&amp;amp; f^{01} &amp;amp;&amp;amp; f^{02} &amp;amp;&amp;amp; f^{03} \\&lt;br /&gt;
                     f^{10} &amp;amp;&amp;amp; f^{11} &amp;amp;&amp;amp; f^{12} &amp;amp;&amp;amp; f^{13} \\&lt;br /&gt;
                     f^{20} &amp;amp;&amp;amp; f^{21} &amp;amp;&amp;amp; f^{22} &amp;amp;&amp;amp; f^{23} \\&lt;br /&gt;
                     f^{30} &amp;amp;&amp;amp; f^{31} &amp;amp;&amp;amp; f^{32} &amp;amp;&amp;amp; f^{33} \end{pmatrix}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;math&amp;gt;&lt;br /&gt;
  = \begin{pmatrix}u_0 f^{00} + u_1 f^{10} + u_2 f^{20} + u_3 f^{30} &amp;amp;&amp;amp; &lt;br /&gt;
                   u_0 f^{01} + u_1 f^{11} + u_2 f^{21} + u_3 f^{31} &amp;amp;&amp;amp;&lt;br /&gt;
                   u_0 f^{02} + u_1 f^{12} + u_2 f^{22} + u_3 f^{32} &amp;amp;&amp;amp;&lt;br /&gt;
                   u_0 f^{03} + u_1 f^{13} + u_2 f^{23} + u_3 f^{33}\end{pmatrix}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;math&amp;gt;  = \begin{pmatrix} w^0 &amp;amp;&amp;amp; w^1 &amp;amp;&amp;amp; w^2 &amp;amp;&amp;amp; w^3\end{pmatrix} \iff u_\alpha f^{\alpha \beta} = f^{\alpha \beta} u_\alpha = w^\beta&amp;lt;/math&amp;gt; or &amp;lt;math&amp;gt;f^{\beta \alpha} u_\beta = w^\alpha&amp;lt;/math&amp;gt;.&lt;br /&gt;
&lt;br /&gt;
If &amp;#039;&amp;#039;f&amp;#039;&amp;#039; is symmetric, i.e., &amp;lt;math&amp;gt;f^{\alpha \beta} = f^{\beta \alpha}&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;v^\alpha = w^\alpha&amp;lt;/math&amp;gt;.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
==See also==&lt;br /&gt;
* [[Two-point tensor]]&lt;br /&gt;
* [[Bivector#Tensors and matrices|Bivector § Tensors and matrices]] (but note that the stress–energy tensor is symmetric, not skew-symmetric)&lt;br /&gt;
* [[Dyadics]]&lt;br /&gt;
&lt;br /&gt;
==References==&lt;br /&gt;
&amp;lt;references /&amp;gt;&lt;br /&gt;
&lt;br /&gt;
{{DEFAULTSORT:Two-Vector}}&lt;br /&gt;
[[Category:Tensors]]&lt;/div&gt;</summary>
		<author><name>imported&gt;Monkbot</name></author>
	</entry>
</feed>