CINXE.COM
Little o notation - Citizendium
<!DOCTYPE html> <html class="client-nojs" lang="en" dir="ltr"> <head> <meta charset="UTF-8"/> <title>Little o notation - Citizendium</title> <script>document.documentElement.className="client-js";RLCONF={"wgBreakFrames":false,"wgSeparatorTransformTable":["",""],"wgDigitTransformTable":["",""],"wgDefaultDateFormat":"dmy","wgMonthNames":["","January","February","March","April","May","June","July","August","September","October","November","December"],"wgRequestId":"b1e9a50fb842007527e62e88","wgCSPNonce":false,"wgCanonicalNamespace":"","wgCanonicalSpecialPageName":false,"wgNamespaceNumber":0,"wgPageName":"Little_o_notation","wgTitle":"Little o notation","wgCurRevisionId":979044,"wgRevisionId":979044,"wgArticleId":31571,"wgIsArticle":true,"wgIsRedirect":false,"wgAction":"view","wgUserName":null,"wgUserGroups":["*"],"wgCategories":["Mathematics tag","Computers tag","Suggestion Bot Tag","CZ Live","Mathematics Workgroup","Computers Workgroup","Articles written in British English","All Content","Mathematics Content","Computers Content"],"wgPageContentLanguage":"en","wgPageContentModel":"wikitext","wgRelevantPageName":"Little_o_notation", "wgRelevantArticleId":31571,"wgIsProbablyEditable":false,"wgRelevantPageIsProbablyEditable":false,"wgRestrictionEdit":[],"wgRestrictionMove":[],"wgPageFormsTargetName":null,"wgPageFormsAutocompleteValues":[],"wgPageFormsAutocompleteOnAllChars":false,"wgPageFormsFieldProperties":[],"wgPageFormsCargoFields":[],"wgPageFormsDependentFields":[],"wgPageFormsCalendarValues":[],"wgPageFormsCalendarParams":[],"wgPageFormsCalendarHTML":null,"wgPageFormsGridValues":[],"wgPageFormsGridParams":[],"wgPageFormsContLangYes":null,"wgPageFormsContLangNo":null,"wgPageFormsContLangMonths":[],"wgPageFormsHeightForMinimizingInstances":800,"wgPageFormsShowOnSelect":[],"wgPageFormsScriptPath":"/wiki/extensions/PageForms","edgValues":null,"wgPageFormsEDSettings":null,"wgAmericanDates":false,"wgVector2022PreviewPages":[],"wgMediaViewerOnClick":true,"wgMediaViewerEnabledByDefault":true,"wgPopupsFlags":4};RLSTATE={"site.styles":"ready","user.styles":"ready","user":"ready","user.options":"loading", "ext.math.styles":"ready","skins.vector.styles.legacy":"ready"};RLPAGEMODULES=["ext.math.scripts","site","mediawiki.page.ready","skins.vector.legacy.js","mmv.head","mmv.bootstrap.autostart","ext.gadget.charinsert","ext.popups"];</script> <script>(RLQ=window.RLQ||[]).push(function(){mw.loader.implement("user.options@12s5i",function($,jQuery,require,module){mw.user.tokens.set({"patrolToken":"+\\","watchToken":"+\\","csrfToken":"+\\"});});});</script> <link rel="stylesheet" href="/wiki/load.php?lang=en&modules=ext.math.styles%7Cskins.vector.styles.legacy&only=styles&skin=vector"/> <script async="" src="/wiki/load.php?lang=en&modules=startup&only=scripts&raw=1&skin=vector"></script> <meta name="ResourceLoaderDynamicStyles" content=""/> <link rel="stylesheet" href="/wiki/load.php?lang=en&modules=site.styles&only=styles&skin=vector"/> <meta name="generator" content="MediaWiki 1.39.5"/> <meta name="format-detection" content="telephone=no"/> <meta name="viewport" content="width=1000"/> <link rel="icon" href="/images/favicon1.ico"/> <link rel="search" type="application/opensearchdescription+xml" href="/wiki/opensearch_desc.php" title="Citizendium"/> <link rel="EditURI" type="application/rsd+xml" href="https://citizendium.org/wiki/api.php?action=rsd"/> <link rel="license" href="https://creativecommons.org/licenses/by-nc-sa/4.0/"/> <link rel="alternate" type="application/atom+xml" title="Citizendium Atom feed" href="/wiki/index.php?title=Special:RecentChanges&feed=atom"/> <script async src="https://www.googletagmanager.com/gtag/js?id=G-W7ML9SNPXT"></script> <script> window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag('js', new Date()); gtag('config', 'G-W7ML9SNPXT'); </script> </head> <body class="mediawiki ltr sitedir-ltr mw-hide-empty-elt ns-0 ns-subject page-Little_o_notation rootpage-Little_o_notation skin-vector action-view skin-vector-legacy vector-feature-language-in-header-enabled vector-feature-language-in-main-page-header-disabled vector-feature-language-alert-in-sidebar-disabled vector-feature-sticky-header-disabled vector-feature-sticky-header-edit-disabled vector-feature-table-of-contents-disabled vector-feature-visual-enhancement-next-disabled"><div id="mw-page-base" class="noprint"></div> <div id="mw-head-base" class="noprint"></div> <div id="content" class="mw-body" role="main"> <a id="top"></a> <div id="siteNotice"></div> <div class="mw-indicators"> </div> <h1 id="firstHeading" class="firstHeading mw-first-heading"><span class="mw-page-title-main">Little o notation</span></h1> <div id="bodyContent" class="vector-body"> <div id="siteSub" class="noprint">From Citizendium</div> <div id="contentSub"></div> <div id="contentSub2"></div> <div id="jump-to-nav"></div> <a class="mw-jump-link" href="#mw-head">Jump to navigation</a> <a class="mw-jump-link" href="#searchInput">Jump to search</a> <div id="mw-content-text" class="mw-body-content mw-content-ltr" lang="en" dir="ltr"><div class="mw-parser-output"><div style="float:right;"><div style="position:relative; top: -20px;"><!-- AddThis Button BEGIN --> <div style="cursor: pointer" onClick="return addthis_open(this, '', 'https://en.citizendium.org/wiki/Little o notation', 'Little o notation')" onmouseout="addthis_close()"><img src="//s9.addthis.com/button1-share.gif" width="125" height="16" border="0" alt="" /></div> <!-- AddThis Button END --> <!-- AddThis Rollover BEGIN --> <script type="text/javascript"> addthis_pub = 'citizendium'; addthis_logo = ''; addthis_logo_color = ''; addthis_logo_background = ''; addthis_brand = 'Citizendium'; addthis_options = ''; addthis_offset_top = ''; addthis_offset_left = ''; </script><script type="text/javascript" src="//s7.addthis.com/js/152/addthis_widget.js"></script> <!-- AddThis Rollover END --> </div></div><div align="left" style="background-color: #cccccc; margin:0.5em;position:relative;"> <table class="noprint" width="100%" border="0" cellpadding="4" cellspacing="0" style="background:#f3f3f3"> <tbody><tr> <td rowspan="2" width="2px" valign="top" align="left" style="background:#C4D2DF; border-left:1px solid #aaaaaa; border-bottom:1px solid #aaaaaa; border-top:1px solid #aaaaaa; border-right:1px solid #aaaaaa;"><a href="/wiki/File:Statusbar3.png" class="image" title="This article is a stub and thus not approved."><img alt="This article is a stub and thus not approved." src="/wiki/images/9/9c/Statusbar3.png" decoding="async" width="12" height="59" data-file-width="12" data-file-height="59" /></a><br /> </td> <td align="center" bgcolor="#C4D2DF" style="border-bottom:1px solid #C4D2DF; white-space: nowrap; border-top:1px solid #aaaaaa; border-right:1px solid #aaaaaa; font-size:0.9em;"><font size="2"><a class="mw-selflink selflink">Main Article</a></font><br /> </td> <td align="center" bgcolor="#CCCCCC" style="white-space: nowrap; border-bottom:1px solid #aaaaaa; border-top:1px solid #aaaaaa; border-right:1px solid #aaaaaa; font-size:0.9em;"><font size="2"><a href="/wiki/Talk:Little_o_notation" title="Talk:Little o notation">Discussion</a></font> <br /> </td> <td align="center" bgcolor="#CCCCCC" style="white-space: nowrap; border-bottom:1px solid #aaaaaa; border-top:1px solid #aaaaaa; border-right:1px solid #aaaaaa; font-size:0.9em;"><a href="/wiki/Little_o_notation/Related_Articles" title="Little o notation/Related Articles">Related Articles </a> <a href="/wiki/CZ:Related_Articles" title="CZ:Related Articles"><span style="font-size:0.9em;"><sup>[?]</sup></span></a> <br /> </td> <td align="center" bgcolor="#CCCCCC" style="white-space: nowrap; border-bottom:1px solid #aaaaaa; border-top:1px solid #aaaaaa; border-right:1px solid #aaaaaa; font-size:0.9em;"><a rel="nofollow" class="external text" href="http://en.citizendium.org/wiki/index.php?action=edit&preload=Template%3ASubpages_name&title=Little_o_notation/Bibliography"><font color="#810541">Bibliography </font></a> <a href="/wiki/CZ:Bibliography" title="CZ:Bibliography"><span style="font-size:0.9em;"><sup>[?]</sup></span></a> <br /> </td> <td align="center" bgcolor="#CCCCCC" style="white-space: nowrap; border-bottom:1px solid #aaaaaa; border-top:1px solid #aaaaaa; border-right:1px solid #aaaaaa; font-size:0.9em;"><a rel="nofollow" class="external text" href="http://en.citizendium.org/wiki/index.php?action=edit&preload=Template%3ASubpages_name&title=Little_o_notation/External_Links"><font color="#810541">External Links </font></a> <a href="/wiki/CZ:External_Links" title="CZ:External Links"><span style="font-size:0.9em;"><sup>[?]</sup></span></a> <br /> </td> <td align="center" bgcolor="#CCCCCC" style="white-space: nowrap; border-bottom:1px solid #aaaaaa; border-top:1px solid #aaaaaa; border-right:1px solid #aaaaaa; font-size:0.9em;"><a rel="nofollow" class="external text" href="http://en.citizendium.org/wiki?action=edit&preload=Template%3ACitable_Version_start&title=Little_o_notation/Citable_Version"><font color="#810541">Citable Version </font></a> <a href="/wiki/CZ:Citable_Version" title="CZ:Citable Version"><span style="font-size:0.9em;"><sup>[?]</sup></span></a> <br /> </td> <td align="center" bgcolor="#CCCCCC" style="white-space: nowrap; border-bottom:1px solid #aaaaaa; border-top:1px solid #aaaaaa; border-right:1px solid #aaaaaa; font-size:0.9em;"><div style="position:relative; width:14px; height:14px; overflow:hidden;"><div style="position:absolute; font-size:14px; overflow:hidden; line-height:14px; letter-spacing:14px;"><a href="/wiki/CZ:Subpages" title="CZ:Subpages"><span title="CZ:Subpages" style="text-decoration:none;">   </span></a></div><a href="/wiki/File:Subpages.png" class="image" title="CZ:Subpages"><img alt="CZ:Subpages" src="/wiki/images/thumb/1/1f/Subpages.png/14px-Subpages.png" decoding="async" width="14" height="14" srcset="/wiki/images/1/1f/Subpages.png 1.5x" data-file-width="17" data-file-height="17" /></a></div><div style="position:relative; width:14px; height:14px; overflow:hidden;"><div style="position:absolute; font-size:14px; overflow:hidden; line-height:14px; letter-spacing:14px;"><a href="/wiki/Template:Little_o_notation/Metadata" title="Template:Little o notation/Metadata"><span title="Template:Little o notation/Metadata" style="text-decoration:none;">   </span></a></div><a href="/wiki/File:Metadata.png" class="image" title="Template:Little o notation/Metadata"><img alt="Template:Little o notation/Metadata" src="/wiki/images/thumb/4/4f/Metadata.png/14px-Metadata.png" decoding="async" width="14" height="14" srcset="/wiki/images/4/4f/Metadata.png 1.5x" data-file-width="17" data-file-height="17" /></a></div> </td> <td width="100%" style="background-color: #f3f3f3; border-bottom:1px solid #aaaaaa">  </td></tr> <tr> <td height="40px" colspan="20" style="background:#C4D2DF; padding: 2px 2px 2px 2px; border-right:1px solid #aaaaaa; border-bottom:1px solid #aaaaaa"> <table align="right" border="0" cellpadding="2" cellspacing="0"> <tbody><tr> <td><div class="plainlinks plainlinksneverexpand" style="position:relative; width:17px; height:17px; overflow:hidden; text-decoration:none;"><div style="position:absolute; font-size:17px; overflow:hidden; line-height:17px; letter-spacing:17px;"><a rel="nofollow" class="external text" href="https://en.citizendium.org/wiki/index.php?title=Little_o_notation&printable=yes"><span title="https://en.citizendium.org/wiki/index.php?title=Little_o_notation&printable=yes" style="text-decoration:none;">   </span></a></div><a href="/wiki/File:Print_button.png" class="image" title="https://en.citizendium.org/wiki/index.php?title=Little_o_notation&printable=yes"><img alt="https://en.citizendium.org/wiki/index.php?title=Little_o_notation&printable=yes" src="/wiki/images/thumb/0/07/Print_button.png/17px-Print_button.png" decoding="async" width="17" height="17" srcset="/wiki/images/thumb/0/07/Print_button.png/26px-Print_button.png 1.5x, /wiki/images/thumb/0/07/Print_button.png/34px-Print_button.png 2x" data-file-width="45" data-file-height="45" /></a></div> </td></tr></tbody></table><font size="2"><i>This editable Main Article is <b>under development</b> and subject to a <a href="/wiki/CZ:Disclaimer" title="CZ:Disclaimer"><b>disclaimer</b></a><b>. </b></i><b></b></font><div style="float:right; margin: .1em .5em;"><b>[<span class="plainlinks plainlinksneverexpand"><a rel="nofollow" class="external text" href="https://citizendium.org/wiki/index.php?title=Little_o_notation&action=edit&section=0"><font size="2">edit intro</font></a></span>]</b></div> </td></tr></tbody></table></div> <p>The <b>little o notation</b> is a mathematical notation which indicates that the decay (respectively, growth) rate of a certain function or sequence is faster (respectively, slower) than that of another function or sequence. It is often used in particular applications in <a href="/wiki/Physics" title="Physics">physics</a>, <a href="/wiki/Computer_science" title="Computer science">computer science</a>, <a href="/wiki/Engineering" title="Engineering">engineering</a> and other <a href="/wiki/index.php?title=Applied_sciences&action=edit&redlink=1" class="new" title="Applied sciences (page does not exist)">applied sciences</a>. </p><p>More formally, if <i>f</i> and <i>g</i> are real valued functions of the real numbers then the notation <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle f(t)=o(g(t))}"> <semantics> <mrow class="MJX-TeXAtom-ORD"> <mstyle displaystyle="true" scriptlevel="0"> <mi>f</mi> <mo stretchy="false">(</mo> <mi>t</mi> <mo stretchy="false">)</mo> <mo>=</mo> <mi>o</mi> <mo stretchy="false">(</mo> <mi>g</mi> <mo stretchy="false">(</mo> <mi>t</mi> <mo stretchy="false">)</mo> <mo stretchy="false">)</mo> </mstyle> </mrow> <annotation encoding="application/x-tex">{\displaystyle f(t)=o(g(t))}</annotation> </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/ca5387296f45c6888d07b92a49e50f1f93c25f83" class="mwe-math-fallback-image-inline" aria-hidden="true" style="vertical-align: -0.838ex; width:13.728ex; height:2.843ex;" alt="{\displaystyle f(t)=o(g(t))}"/></span> indicates that for every real number <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle \epsilon >0}"> <semantics> <mrow class="MJX-TeXAtom-ORD"> <mstyle displaystyle="true" scriptlevel="0"> <mi>ϵ<!-- ϵ --></mi> <mo>></mo> <mn>0</mn> </mstyle> </mrow> <annotation encoding="application/x-tex">{\displaystyle \epsilon >0}</annotation> </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/568095ad3924314374a5ab68fae17343661f2a71" class="mwe-math-fallback-image-inline" aria-hidden="true" style="vertical-align: -0.338ex; width:5.205ex; height:2.176ex;" alt="{\displaystyle \epsilon >0}"/></span> there exists a positive real number <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle T(\epsilon )}"> <semantics> <mrow class="MJX-TeXAtom-ORD"> <mstyle displaystyle="true" scriptlevel="0"> <mi>T</mi> <mo stretchy="false">(</mo> <mi>ϵ<!-- ϵ --></mi> <mo stretchy="false">)</mo> </mstyle> </mrow> <annotation encoding="application/x-tex">{\displaystyle T(\epsilon )}</annotation> </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/9dc55aeac384c36a8d456b2182282db9a6a23030" class="mwe-math-fallback-image-inline" aria-hidden="true" style="vertical-align: -0.838ex; width:4.39ex; height:2.843ex;" alt="{\displaystyle T(\epsilon )}"/></span> (note the dependence of <i>T</i> on <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle \epsilon }"> <semantics> <mrow class="MJX-TeXAtom-ORD"> <mstyle displaystyle="true" scriptlevel="0"> <mi>ϵ<!-- ϵ --></mi> </mstyle> </mrow> <annotation encoding="application/x-tex">{\displaystyle \epsilon }</annotation> </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/c3837cad72483d97bcdde49c85d3b7b859fb3fd2" class="mwe-math-fallback-image-inline" aria-hidden="true" style="vertical-align: -0.338ex; width:0.944ex; height:1.676ex;" alt="{\displaystyle \epsilon }"/></span>) such that <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle |f(t)|\leq \epsilon |g(t)|}"> <semantics> <mrow class="MJX-TeXAtom-ORD"> <mstyle displaystyle="true" scriptlevel="0"> <mrow class="MJX-TeXAtom-ORD"> <mo stretchy="false">|</mo> </mrow> <mi>f</mi> <mo stretchy="false">(</mo> <mi>t</mi> <mo stretchy="false">)</mo> <mrow class="MJX-TeXAtom-ORD"> <mo stretchy="false">|</mo> </mrow> <mo>≤<!-- ≤ --></mo> <mi>ϵ<!-- ϵ --></mi> <mrow class="MJX-TeXAtom-ORD"> <mo stretchy="false">|</mo> </mrow> <mi>g</mi> <mo stretchy="false">(</mo> <mi>t</mi> <mo stretchy="false">)</mo> <mrow class="MJX-TeXAtom-ORD"> <mo stretchy="false">|</mo> </mrow> </mstyle> </mrow> <annotation encoding="application/x-tex">{\displaystyle |f(t)|\leq \epsilon |g(t)|}</annotation> </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/90a0fb54b541eb283852c9e35ea4a8f01fb15615" class="mwe-math-fallback-image-inline" aria-hidden="true" style="vertical-align: -0.838ex; width:14.322ex; height:2.843ex;" alt="{\displaystyle |f(t)|\leq \epsilon |g(t)|}"/></span> for all <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle t>T(\epsilon ).}"> <semantics> <mrow class="MJX-TeXAtom-ORD"> <mstyle displaystyle="true" scriptlevel="0"> <mi>t</mi> <mo>></mo> <mi>T</mi> <mo stretchy="false">(</mo> <mi>ϵ<!-- ϵ --></mi> <mo stretchy="false">)</mo> <mo>.</mo> </mstyle> </mrow> <annotation encoding="application/x-tex">{\displaystyle t>T(\epsilon ).}</annotation> </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/14a66ee73c3a92d345f577dd394580bbe8cf39a9" class="mwe-math-fallback-image-inline" aria-hidden="true" style="vertical-align: -0.838ex; width:8.975ex; height:2.843ex;" alt="{\displaystyle t>T(\epsilon ).}"/></span> </p><p>When the function <i>g</i> does not vanish this may be rewritten simply as </p> <dl><dd><span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle \lim _{t\to \infty }{\frac {f(t)}{g(t)}}=0.}"> <semantics> <mrow class="MJX-TeXAtom-ORD"> <mstyle displaystyle="true" scriptlevel="0"> <munder> <mo movablelimits="true" form="prefix">lim</mo> <mrow class="MJX-TeXAtom-ORD"> <mi>t</mi> <mo stretchy="false">→<!-- → --></mo> <mi mathvariant="normal">∞<!-- ∞ --></mi> </mrow> </munder> <mrow class="MJX-TeXAtom-ORD"> <mfrac> <mrow> <mi>f</mi> <mo stretchy="false">(</mo> <mi>t</mi> <mo stretchy="false">)</mo> </mrow> <mrow> <mi>g</mi> <mo stretchy="false">(</mo> <mi>t</mi> <mo stretchy="false">)</mo> </mrow> </mfrac> </mrow> <mo>=</mo> <mn>0.</mn> </mstyle> </mrow> <annotation encoding="application/x-tex">{\displaystyle \lim _{t\to \infty }{\frac {f(t)}{g(t)}}=0.}</annotation> </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/b6e206957f43e1bb8d464af575001a1af34022bb" class="mwe-math-fallback-image-inline" aria-hidden="true" style="vertical-align: -2.671ex; width:13.938ex; height:6.509ex;" alt="{\displaystyle \lim _{t\to \infty }{\frac {f(t)}{g(t)}}=0.}"/></span></dd></dl> <p>Similarly, if <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle a_{n}}"> <semantics> <mrow class="MJX-TeXAtom-ORD"> <mstyle displaystyle="true" scriptlevel="0"> <msub> <mi>a</mi> <mrow class="MJX-TeXAtom-ORD"> <mi>n</mi> </mrow> </msub> </mstyle> </mrow> <annotation encoding="application/x-tex">{\displaystyle a_{n}}</annotation> </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/790f9209748c2dca7ed7b81932c37c02af1dbc31" class="mwe-math-fallback-image-inline" aria-hidden="true" style="vertical-align: -0.671ex; width:2.448ex; height:2.009ex;" alt="{\displaystyle a_{n}}"/></span> and <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle b_{n}}"> <semantics> <mrow class="MJX-TeXAtom-ORD"> <mstyle displaystyle="true" scriptlevel="0"> <msub> <mi>b</mi> <mrow class="MJX-TeXAtom-ORD"> <mi>n</mi> </mrow> </msub> </mstyle> </mrow> <annotation encoding="application/x-tex">{\displaystyle b_{n}}</annotation> </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/28e2d72f6dd9375c8f1f59f1effd9b4e5492ac97" class="mwe-math-fallback-image-inline" aria-hidden="true" style="vertical-align: -0.671ex; width:2.216ex; height:2.509ex;" alt="{\displaystyle b_{n}}"/></span> are two numerical sequences then <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle a_{n}=O(b_{n})}"> <semantics> <mrow class="MJX-TeXAtom-ORD"> <mstyle displaystyle="true" scriptlevel="0"> <msub> <mi>a</mi> <mrow class="MJX-TeXAtom-ORD"> <mi>n</mi> </mrow> </msub> <mo>=</mo> <mi>O</mi> <mo stretchy="false">(</mo> <msub> <mi>b</mi> <mrow class="MJX-TeXAtom-ORD"> <mi>n</mi> </mrow> </msub> <mo stretchy="false">)</mo> </mstyle> </mrow> <annotation encoding="application/x-tex">{\displaystyle a_{n}=O(b_{n})}</annotation> </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/7a7675c63f7e010ed5098c337b4a0a15c4c9c1b0" class="mwe-math-fallback-image-inline" aria-hidden="true" style="vertical-align: -0.838ex; width:11.345ex; height:2.843ex;" alt="{\displaystyle a_{n}=O(b_{n})}"/></span> means that for any <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle \varepsilon >0}"> <semantics> <mrow class="MJX-TeXAtom-ORD"> <mstyle displaystyle="true" scriptlevel="0"> <mi>ε<!-- ε --></mi> <mo>></mo> <mn>0</mn> </mstyle> </mrow> <annotation encoding="application/x-tex">{\displaystyle \varepsilon >0}</annotation> </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/e04ec3670b50384a3ce48aca42e7cc5131a06b12" class="mwe-math-fallback-image-inline" aria-hidden="true" style="vertical-align: -0.338ex; width:5.344ex; height:2.176ex;" alt="{\displaystyle \varepsilon >0}"/></span> and <i>n</i> big enough one has <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle |a_{n}|\leq \epsilon |b_{n}|}"> <semantics> <mrow class="MJX-TeXAtom-ORD"> <mstyle displaystyle="true" scriptlevel="0"> <mrow class="MJX-TeXAtom-ORD"> <mo stretchy="false">|</mo> </mrow> <msub> <mi>a</mi> <mrow class="MJX-TeXAtom-ORD"> <mi>n</mi> </mrow> </msub> <mrow class="MJX-TeXAtom-ORD"> <mo stretchy="false">|</mo> </mrow> <mo>≤<!-- ≤ --></mo> <mi>ϵ<!-- ϵ --></mi> <mrow class="MJX-TeXAtom-ORD"> <mo stretchy="false">|</mo> </mrow> <msub> <mi>b</mi> <mrow class="MJX-TeXAtom-ORD"> <mi>n</mi> </mrow> </msub> <mrow class="MJX-TeXAtom-ORD"> <mo stretchy="false">|</mo> </mrow> </mstyle> </mrow> <annotation encoding="application/x-tex">{\displaystyle |a_{n}|\leq \epsilon |b_{n}|}</annotation> </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/976ac98cea8fb2839cd3659bdbeff7c25694cd43" class="mwe-math-fallback-image-inline" aria-hidden="true" style="vertical-align: -0.838ex; width:11.294ex; height:2.843ex;" alt="{\displaystyle |a_{n}|\leq \epsilon |b_{n}|}"/></span> (in case when <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle b_{n}}"> <semantics> <mrow class="MJX-TeXAtom-ORD"> <mstyle displaystyle="true" scriptlevel="0"> <msub> <mi>b</mi> <mrow class="MJX-TeXAtom-ORD"> <mi>n</mi> </mrow> </msub> </mstyle> </mrow> <annotation encoding="application/x-tex">{\displaystyle b_{n}}</annotation> </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/28e2d72f6dd9375c8f1f59f1effd9b4e5492ac97" class="mwe-math-fallback-image-inline" aria-hidden="true" style="vertical-align: -0.671ex; width:2.216ex; height:2.509ex;" alt="{\displaystyle b_{n}}"/></span> is not zero, this means the limit of the fraction <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle a_{n}/b_{n}}"> <semantics> <mrow class="MJX-TeXAtom-ORD"> <mstyle displaystyle="true" scriptlevel="0"> <msub> <mi>a</mi> <mrow class="MJX-TeXAtom-ORD"> <mi>n</mi> </mrow> </msub> <mrow class="MJX-TeXAtom-ORD"> <mo>/</mo> </mrow> <msub> <mi>b</mi> <mrow class="MJX-TeXAtom-ORD"> <mi>n</mi> </mrow> </msub> </mstyle> </mrow> <annotation encoding="application/x-tex">{\displaystyle a_{n}/b_{n}}</annotation> </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/57f2ce9284b7a51b6108572f40162c3fcddf251f" class="mwe-math-fallback-image-inline" aria-hidden="true" style="vertical-align: -0.838ex; width:5.827ex; height:2.843ex;" alt="{\displaystyle a_{n}/b_{n}}"/></span> vanishes in the limit). </p><p>The little o notation is also often used to indicate that the absolute value of a real valued function goes to zero around some point at a rate faster than at which the absolute value of another function goes to zero at the same point. For example, suppose that <i>f</i> is a function with <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle f(t_{0})=0}"> <semantics> <mrow class="MJX-TeXAtom-ORD"> <mstyle displaystyle="true" scriptlevel="0"> <mi>f</mi> <mo stretchy="false">(</mo> <msub> <mi>t</mi> <mrow class="MJX-TeXAtom-ORD"> <mn>0</mn> </mrow> </msub> <mo stretchy="false">)</mo> <mo>=</mo> <mn>0</mn> </mstyle> </mrow> <annotation encoding="application/x-tex">{\displaystyle f(t_{0})=0}</annotation> </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/49f08fc055d953a66c8c6cd676d37a1cf423ceb2" class="mwe-math-fallback-image-inline" aria-hidden="true" style="vertical-align: -0.838ex; width:9.243ex; height:2.843ex;" alt="{\displaystyle f(t_{0})=0}"/></span> for some real number <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle t_{0}}"> <semantics> <mrow class="MJX-TeXAtom-ORD"> <mstyle displaystyle="true" scriptlevel="0"> <msub> <mi>t</mi> <mrow class="MJX-TeXAtom-ORD"> <mn>0</mn> </mrow> </msub> </mstyle> </mrow> <annotation encoding="application/x-tex">{\displaystyle t_{0}}</annotation> </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/02d3006c4190b1939b04d9b9bb21006fb4e6fa4a" class="mwe-math-fallback-image-inline" aria-hidden="true" style="vertical-align: -0.671ex; width:1.894ex; height:2.343ex;" alt="{\displaystyle t_{0}}"/></span>. Then the notation <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle f(t)=o(g(t-t_{0}))}"> <semantics> <mrow class="MJX-TeXAtom-ORD"> <mstyle displaystyle="true" scriptlevel="0"> <mi>f</mi> <mo stretchy="false">(</mo> <mi>t</mi> <mo stretchy="false">)</mo> <mo>=</mo> <mi>o</mi> <mo stretchy="false">(</mo> <mi>g</mi> <mo stretchy="false">(</mo> <mi>t</mi> <mo>−<!-- − --></mo> <msub> <mi>t</mi> <mrow class="MJX-TeXAtom-ORD"> <mn>0</mn> </mrow> </msub> <mo stretchy="false">)</mo> <mo stretchy="false">)</mo> </mstyle> </mrow> <annotation encoding="application/x-tex">{\displaystyle f(t)=o(g(t-t_{0}))}</annotation> </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/02d303f15061822368e4166bd7b0470fef19f1eb" class="mwe-math-fallback-image-inline" aria-hidden="true" style="vertical-align: -0.838ex; width:18.462ex; height:2.843ex;" alt="{\displaystyle f(t)=o(g(t-t_{0}))}"/></span>, where <i>g(t)</i> is a function which is <a href="/wiki/Continuity" title="Continuity">continuous</a> at <i>t=0</i> and with <i>g(0)=0</i>, denotes that for every real number <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle \epsilon >0}"> <semantics> <mrow class="MJX-TeXAtom-ORD"> <mstyle displaystyle="true" scriptlevel="0"> <mi>ϵ<!-- ϵ --></mi> <mo>></mo> <mn>0</mn> </mstyle> </mrow> <annotation encoding="application/x-tex">{\displaystyle \epsilon >0}</annotation> </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/568095ad3924314374a5ab68fae17343661f2a71" class="mwe-math-fallback-image-inline" aria-hidden="true" style="vertical-align: -0.338ex; width:5.205ex; height:2.176ex;" alt="{\displaystyle \epsilon >0}"/></span> there exists a <a href="/wiki/Topological_space#Some_topological_notions" title="Topological space">neighbourhood</a> <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle N(\epsilon )}"> <semantics> <mrow class="MJX-TeXAtom-ORD"> <mstyle displaystyle="true" scriptlevel="0"> <mi>N</mi> <mo stretchy="false">(</mo> <mi>ϵ<!-- ϵ --></mi> <mo stretchy="false">)</mo> </mstyle> </mrow> <annotation encoding="application/x-tex">{\displaystyle N(\epsilon )}</annotation> </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/e8d77d8d8945a2bad6f11a2974db2febe676eeaf" class="mwe-math-fallback-image-inline" aria-hidden="true" style="vertical-align: -0.838ex; width:4.817ex; height:2.843ex;" alt="{\displaystyle N(\epsilon )}"/></span> of <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle t_{0}}"> <semantics> <mrow class="MJX-TeXAtom-ORD"> <mstyle displaystyle="true" scriptlevel="0"> <msub> <mi>t</mi> <mrow class="MJX-TeXAtom-ORD"> <mn>0</mn> </mrow> </msub> </mstyle> </mrow> <annotation encoding="application/x-tex">{\displaystyle t_{0}}</annotation> </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/02d3006c4190b1939b04d9b9bb21006fb4e6fa4a" class="mwe-math-fallback-image-inline" aria-hidden="true" style="vertical-align: -0.671ex; width:1.894ex; height:2.343ex;" alt="{\displaystyle t_{0}}"/></span> such that <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle |f(t)|\leq \epsilon |g(t-t_{0})|}"> <semantics> <mrow class="MJX-TeXAtom-ORD"> <mstyle displaystyle="true" scriptlevel="0"> <mrow class="MJX-TeXAtom-ORD"> <mo stretchy="false">|</mo> </mrow> <mi>f</mi> <mo stretchy="false">(</mo> <mi>t</mi> <mo stretchy="false">)</mo> <mrow class="MJX-TeXAtom-ORD"> <mo stretchy="false">|</mo> </mrow> <mo>≤<!-- ≤ --></mo> <mi>ϵ<!-- ϵ --></mi> <mrow class="MJX-TeXAtom-ORD"> <mo stretchy="false">|</mo> </mrow> <mi>g</mi> <mo stretchy="false">(</mo> <mi>t</mi> <mo>−<!-- − --></mo> <msub> <mi>t</mi> <mrow class="MJX-TeXAtom-ORD"> <mn>0</mn> </mrow> </msub> <mo stretchy="false">)</mo> <mrow class="MJX-TeXAtom-ORD"> <mo stretchy="false">|</mo> </mrow> </mstyle> </mrow> <annotation encoding="application/x-tex">{\displaystyle |f(t)|\leq \epsilon |g(t-t_{0})|}</annotation> </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/1a904b46971756db18627bf76474cdcd02e9a610" class="mwe-math-fallback-image-inline" aria-hidden="true" style="vertical-align: -0.838ex; width:19.057ex; height:2.843ex;" alt="{\displaystyle |f(t)|\leq \epsilon |g(t-t_{0})|}"/></span> holds on <span class="mwe-math-element"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle N(\epsilon )}"> <semantics> <mrow class="MJX-TeXAtom-ORD"> <mstyle displaystyle="true" scriptlevel="0"> <mi>N</mi> <mo stretchy="false">(</mo> <mi>ϵ<!-- ϵ --></mi> <mo stretchy="false">)</mo> </mstyle> </mrow> <annotation encoding="application/x-tex">{\displaystyle N(\epsilon )}</annotation> </semantics> </math></span><img src="https://wikimedia.org/api/rest_v1/media/math/render/svg/e8d77d8d8945a2bad6f11a2974db2febe676eeaf" class="mwe-math-fallback-image-inline" aria-hidden="true" style="vertical-align: -0.838ex; width:4.817ex; height:2.843ex;" alt="{\displaystyle N(\epsilon )}"/></span>. </p> <h2><span class="mw-headline" id="See_also">See also</span></h2> <p><a href="/wiki/Big_O_notation" title="Big O notation">Big O notation</a> </p> <!-- Saved in parser cache with key citiz_2022:pcache:idhash:31571-0!canonical and timestamp 20241015222903 and revision id 979044. --> </div> <div class="printfooter" data-nosnippet="">Retrieved from "<a dir="ltr" href="https://citizendium.org/wiki/index.php?title=Little_o_notation&oldid=979044">https://citizendium.org/wiki/index.php?title=Little_o_notation&oldid=979044</a>"</div></div> <div id="catlinks" class="catlinks" data-mw="interface"><div id="mw-normal-catlinks" class="mw-normal-catlinks"><a href="/wiki/Special:Categories" title="Special:Categories">Categories</a>: <ul><li><a href="/wiki/Category:CZ_Live" title="Category:CZ Live">CZ Live</a></li><li><a href="/wiki/Category:Mathematics_Workgroup" title="Category:Mathematics Workgroup">Mathematics Workgroup</a></li><li><a href="/wiki/Category:Computers_Workgroup" title="Category:Computers Workgroup">Computers Workgroup</a></li><li><a href="/wiki/Category:Articles_written_in_British_English" title="Category:Articles written in British English">Articles written in British English</a></li><li><a href="/wiki/Category:All_Content" title="Category:All Content">All Content</a></li><li><a href="/wiki/Category:Mathematics_Content" title="Category:Mathematics Content">Mathematics Content</a></li><li><a href="/wiki/Category:Computers_Content" title="Category:Computers Content">Computers Content</a></li></ul></div><div id="mw-hidden-catlinks" class="mw-hidden-catlinks mw-hidden-cats-hidden">Hidden categories: <ul><li><a href="/wiki/Category:Mathematics_tag" title="Category:Mathematics tag">Mathematics tag</a></li><li><a href="/wiki/Category:Computers_tag" title="Category:Computers tag">Computers tag</a></li><li><a href="/wiki/Category:Suggestion_Bot_Tag" title="Category:Suggestion Bot Tag">Suggestion Bot Tag</a></li></ul></div></div> </div> </div> <div id="mw-navigation"> <h2>Navigation menu</h2> <div id="mw-head"> <nav id="p-personal" class="vector-menu mw-portlet mw-portlet-personal vector-user-menu-legacy" aria-labelledby="p-personal-label" role="navigation" > <h3 id="p-personal-label" class="vector-menu-heading " > <span class="vector-menu-heading-label">Personal tools</span> </h3> <div class="vector-menu-content"> <ul class="vector-menu-content-list"><li id="pt-login" class="mw-list-item"><a href="/wiki/index.php?title=Special:UserLogin&returnto=Little+o+notation" title="To edit pages, [[Special:RequestAccount|get a contributor account]]. [o]" accesskey="o"><span>Log in</span></a></li></ul> </div> </nav> <div id="left-navigation"> <nav id="p-namespaces" class="vector-menu mw-portlet mw-portlet-namespaces vector-menu-tabs vector-menu-tabs-legacy" aria-labelledby="p-namespaces-label" role="navigation" > <h3 id="p-namespaces-label" class="vector-menu-heading " > <span class="vector-menu-heading-label">Namespaces</span> </h3> <div class="vector-menu-content"> <ul class="vector-menu-content-list"><li id="ca-nstab-main" class="selected mw-list-item"><a href="/wiki/Little_o_notation" title="View the content page [c]" accesskey="c"><span>Page</span></a></li><li id="ca-talk" class="mw-list-item"><a href="/wiki/Talk:Little_o_notation" rel="discussion" title="Discussion about the content page [t]" accesskey="t"><span>Discussion</span></a></li></ul> </div> </nav> <nav id="p-variants" class="vector-menu mw-portlet mw-portlet-variants emptyPortlet vector-menu-dropdown" aria-labelledby="p-variants-label" role="navigation" > <input type="checkbox" id="p-variants-checkbox" role="button" aria-haspopup="true" data-event-name="ui.dropdown-p-variants" class="vector-menu-checkbox" aria-labelledby="p-variants-label" /> <label id="p-variants-label" aria-label="Change language variant" class="vector-menu-heading " > <span class="vector-menu-heading-label">English</span> </label> <div class="vector-menu-content"> <ul class="vector-menu-content-list"></ul> </div> </nav> </div> <div id="right-navigation"> <nav id="p-views" class="vector-menu mw-portlet mw-portlet-views vector-menu-tabs vector-menu-tabs-legacy" aria-labelledby="p-views-label" role="navigation" > <h3 id="p-views-label" class="vector-menu-heading " > <span class="vector-menu-heading-label">Views</span> </h3> <div class="vector-menu-content"> <ul class="vector-menu-content-list"><li id="ca-view" class="selected mw-list-item"><a href="/wiki/Little_o_notation"><span>Read</span></a></li><li id="ca-viewsource" class="mw-list-item"><a href="/wiki/index.php?title=Little_o_notation&action=edit" title="This page is protected. You can view its source [e]" accesskey="e"><span>View source</span></a></li><li id="ca-history" class="mw-list-item"><a href="/wiki/index.php?title=Little_o_notation&action=history" title="Past revisions of this page [h]" accesskey="h"><span>View history</span></a></li><li id="ca-mzwi" class="mw-list-item"><a href="/wiki/index.php?title=Little_o_notation&action=mzwi"><span>ZWI Export</span></a></li></ul> </div> </nav> <nav id="p-cactions" class="vector-menu mw-portlet mw-portlet-cactions emptyPortlet vector-menu-dropdown" aria-labelledby="p-cactions-label" role="navigation" title="More options" > <input type="checkbox" id="p-cactions-checkbox" role="button" aria-haspopup="true" data-event-name="ui.dropdown-p-cactions" class="vector-menu-checkbox" aria-labelledby="p-cactions-label" /> <label id="p-cactions-label" class="vector-menu-heading " > <span class="vector-menu-heading-label">More</span> </label> <div class="vector-menu-content"> <ul class="vector-menu-content-list"></ul> </div> </nav> <div id="p-search" role="search" class="vector-search-box-vue vector-search-box-show-thumbnail vector-search-box-auto-expand-width vector-search-box"> <div> <h3 > <label for="searchInput">Search</label> </h3> <form action="/wiki/index.php" id="searchform" class="vector-search-box-form"> <div id="simpleSearch" class="vector-search-box-inner" data-search-loc="header-navigation"> <input class="vector-search-box-input" type="search" name="search" placeholder="Search Citizendium" aria-label="Search Citizendium" autocapitalize="sentences" title="Search Citizendium [f]" accesskey="f" id="searchInput" > <input type="hidden" name="title" value="Special:Search"> <input id="mw-searchButton" class="searchButton mw-fallbackSearchButton" type="submit" name="fulltext" title="Search the pages for this text" value="Search"> <input id="searchButton" class="searchButton" type="submit" name="go" title="Go to a page with this exact name if it exists" value="Go To Page"> </div> </form> </div> </div> </div> </div> <div id="mw-panel"> <div id="p-logo" role="banner"> <a class="mw-wiki-logo" href="/wiki/Welcome_to_Citizendium" title="Visit the main page"></a> </div> <nav id="p-Read" class="vector-menu mw-portlet mw-portlet-Read vector-menu-portal portal" aria-labelledby="p-Read-label" role="navigation" > <h3 id="p-Read-label" class="vector-menu-heading " > <span class="vector-menu-heading-label">Read</span> </h3> <div class="vector-menu-content"> <ul class="vector-menu-content-list"><li id="n-mainpage" class="mw-list-item"><a href="/wiki/Welcome_to_Citizendium" title="Visit the main page [z]" accesskey="z"><span>Welcome to Citizendium</span></a></li><li id="n-Citable-Articles" class="mw-list-item"><a href="/wiki/Category:Citable_versions_of_articles"><span>Citable Articles</span></a></li><li id="n-All-Articles" class="mw-list-item"><a href="/wiki/Category:CZ_Live"><span>All Articles</span></a></li><li id="n-Random-Article" class="mw-list-item"><a href="/wiki/Special:RandomInCategory/CZ_Live"><span>Random Article</span></a></li><li id="n-All-Recent-Changes" class="mw-list-item"><a href="/wiki/Special:RecentChanges"><span>All Recent Changes</span></a></li></ul> </div> </nav> <nav id="p-About_Us" class="vector-menu mw-portlet mw-portlet-About_Us vector-menu-portal portal" aria-labelledby="p-About_Us-label" role="navigation" > <h3 id="p-About_Us-label" class="vector-menu-heading " > <span class="vector-menu-heading-label">About Us</span> </h3> <div class="vector-menu-content"> <ul class="vector-menu-content-list"><li id="n-Introduction" class="mw-list-item"><a href="/wiki/CZ:About"><span>Introduction</span></a></li><li id="n-FAQ" class="mw-list-item"><a href="/wiki/CZ:FAQ"><span>FAQ</span></a></li><li id="n-Policies" class="mw-list-item"><a href="/wiki/CZ:Policies"><span>Policies</span></a></li><li id="n-Governance" class="mw-list-item"><a href="/wiki/CZ:Governance"><span>Governance</span></a></li></ul> </div> </nav> <nav id="p-Contact_Us" class="vector-menu mw-portlet mw-portlet-Contact_Us vector-menu-portal portal" aria-labelledby="p-Contact_Us-label" role="navigation" > <h3 id="p-Contact_Us-label" class="vector-menu-heading " > <span class="vector-menu-heading-label">Contact Us</span> </h3> <div class="vector-menu-content"> <ul class="vector-menu-content-list"><li id="n-Enquiries" class="mw-list-item"><a href="/wiki/CZ:Enquiry_Form"><span>Enquiries</span></a></li><li id="n-Apply-to-Join" class="mw-list-item"><a href="/wiki/Help:Index/Join"><span>Apply to Join</span></a></li><li id="n-Personnel" class="mw-list-item"><a href="/wiki/CZ:Personnel"><span>Personnel</span></a></li></ul> </div> </nav> <nav id="p-How_To" class="vector-menu mw-portlet mw-portlet-How_To vector-menu-portal portal" aria-labelledby="p-How_To-label" role="navigation" > <h3 id="p-How_To-label" class="vector-menu-heading " > <span class="vector-menu-heading-label">How To</span> </h3> <div class="vector-menu-content"> <ul class="vector-menu-content-list"><li id="n-Forum" class="mw-list-item"><a href="/wiki/Forum:Home"><span>Forum</span></a></li><li id="n-Start-Article" class="mw-list-item"><a href="/wiki/CZ:Start_Article"><span>Start Article</span></a></li><li id="n-Article-Mechanics" class="mw-list-item"><a href="/wiki/CZ:Article_mechanics"><span>Article Mechanics</span></a></li><li id="n-How-to-Edit" class="mw-list-item"><a href="/wiki/CZ:How_to_edit_an_article"><span>How to Edit</span></a></li><li id="n-Help" class="mw-list-item"><a href="/wiki/CZ:Home"><span>Help</span></a></li><li id="n-More-Help" class="mw-list-item"><a href="/wiki/Help:Index"><span>More Help</span></a></li></ul> </div> </nav> <nav id="p-Finance" class="vector-menu mw-portlet mw-portlet-Finance vector-menu-portal portal" aria-labelledby="p-Finance-label" role="navigation" > <h3 id="p-Finance-label" class="vector-menu-heading " > <span class="vector-menu-heading-label">Finance</span> </h3> <div class="vector-menu-content"> <ul class="vector-menu-content-list"><li id="n-Financial-Report" class="mw-list-item"><a href="/wiki/CZ:Financial_report"><span>Financial Report</span></a></li><li id="n-Donate" class="mw-list-item"><a href="/wiki/CZ:Donate"><span>Donate</span></a></li></ul> </div> </nav> <nav id="p-tb" class="vector-menu mw-portlet mw-portlet-tb vector-menu-portal portal" aria-labelledby="p-tb-label" role="navigation" > <h3 id="p-tb-label" class="vector-menu-heading " > <span class="vector-menu-heading-label">Tools</span> </h3> <div class="vector-menu-content"> <ul class="vector-menu-content-list"><li id="t-whatlinkshere" class="mw-list-item"><a href="/wiki/Special:WhatLinksHere/Little_o_notation" title="A list of all wiki pages that link here [j]" accesskey="j"><span>What links here</span></a></li><li id="t-recentchangeslinked" class="mw-list-item"><a href="/wiki/Special:RecentChangesLinked/Little_o_notation" rel="nofollow" title="Recent changes in pages linked from this page [k]" accesskey="k"><span>Related changes</span></a></li><li id="t-specialpages" class="mw-list-item"><a href="/wiki/Special:SpecialPages" title="A list of all special pages [q]" accesskey="q"><span>Special pages</span></a></li><li id="t-print" class="mw-list-item"><a href="javascript:print();" rel="alternate" title="Printable version of this page [p]" accesskey="p"><span>Printable version</span></a></li><li id="t-permalink" class="mw-list-item"><a href="/wiki/index.php?title=Little_o_notation&oldid=979044" title="Permanent link to this revision of this page"><span>Permanent link</span></a></li><li id="t-info" class="mw-list-item"><a href="/wiki/index.php?title=Little_o_notation&action=info" title="More information about this page"><span>Page information</span></a></li><li id="t-cite" class="mw-list-item"><a href="/wiki/index.php?title=Special:CiteThisPage&page=Little_o_notation&id=979044&wpFormIdentifier=titleform" title="Information on how to cite this page"><span>Cite this page</span></a></li></ul> </div> </nav> </div> </div> <footer id="footer" class="mw-footer" role="contentinfo" > <ul id="footer-info"> <li id="footer-info-lastmod"> This page was last modified 17:00, 12 September 2024.</li> <li id="footer-info-copyright"><I>CZ is free</i>. All written content is available under the <a href="https://citizendium.org/wiki/Creative_Commons_CC-by-sa_3.0">Creative Commons-Attribution-ShareAlike 3.0 Unported license</a> or any later. Written content that originated in part from Wikipedia is also available under <a class="external" rel="nofollow" href="https://creativecommons.org/licenses/by-nc-sa/4.0/">Creative Commons Attribution-NonCommercial-ShareAlike</a>. <br /> <br /> <a href="https://citizendium.org/wiki/Help:Index">Help</a> • <a href="https://citizendium.org/wiki/CZ:Financial_report">Financial Report</a> • Follow Citizendium on <a href="https://twitter.com/TheCitizendium">Twitter</a> • <a href="https://www.facebook.com/citizendium">Facebook</a></li> </ul> <ul id="footer-places"> <li id="footer-places-privacy"><a href="/wiki/CZ:Privacy_policy">Privacy policy</a></li> <li id="footer-places-about"><a href="/wiki/CZ:About">About Citizendium</a></li> <li id="footer-places-disclaimer"><a href="/wiki/CZ:General_disclaimer">Disclaimers</a></li> </ul> <ul id="footer-icons" class="noprint"> <li id="footer-copyrightico"><a href="https://creativecommons.org/licenses/by-nc-sa/4.0/"><img src="/wiki/resources/assets/licenses/cc-by-nc-sa.png" alt="Creative Commons Attribution-NonCommercial-ShareAlike" width="88" height="31" loading="lazy"/></a></li> <li id="footer-poweredbyico"><a href="https://www.mediawiki.org/"><img src="/wiki/resources/assets/poweredby_mediawiki_88x31.png" alt="Powered by MediaWiki" srcset="/wiki/resources/assets/poweredby_mediawiki_132x47.png 1.5x, /wiki/resources/assets/poweredby_mediawiki_176x62.png 2x" width="88" height="31" loading="lazy"/></a></li> </ul> </footer> <script>(RLQ=window.RLQ||[]).push(function(){mw.config.set({"wgBackendResponseTime":484});});</script> </body> <!-- Cached/compressed 20241015222904 --> </html>