{"id":10710,"date":"2017-09-08T12:29:59","date_gmt":"2017-09-08T19:29:59","guid":{"rendered":"https:\/\/magoosh.com\/hs\/?p=10710"},"modified":"2017-09-08T12:29:59","modified_gmt":"2017-09-08T19:29:59","slug":"ap-calculus-bc-review-series-convergence","status":"publish","type":"post","link":"https:\/\/magoosh.com\/hs\/ap\/ap-calculus-bc-review-series-convergence\/","title":{"rendered":"AP Calculus BC Review: Series Convergence"},"content":{"rendered":"<p>A <strong>series<\/strong> is the sum of infinitely many terms.  But how can you add up an <em>infinite<\/em> number of things?  Well, it turns out that sometimes we can do exactly that!  But first we&#8217;ll need to understand the concepts of series convergence and divergence.<\/p>\n<figure id=\"attachment_8208\" aria-describedby=\"caption-attachment-8208\" style=\"width: 590px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" src=\"https:\/\/magoosh.com\/hs\/files\/2016\/12\/itsaliens.jpg.CROP_.original-original.jpg\" alt=\"Series convergences is not the work of aliens -Magoosh\" width=\"590\" height=\"388\" class=\"size-full wp-image-8208\" srcset=\"https:\/\/magoosh.com\/hs\/files\/2016\/12\/itsaliens.jpg.CROP_.original-original.jpg 590w, https:\/\/magoosh.com\/hs\/files\/2016\/12\/itsaliens.jpg.CROP_.original-original-300x197.jpg 300w\" sizes=\"(max-width: 590px) 100vw, 590px\" \/><figcaption id=\"caption-attachment-8208\" class=\"wp-caption-text\">Infinite series convergence may seem mysterious at first, but it&#8217;s <em>not<\/em> the work of aliens&#8230;.  so far as I know.<\/figcaption><\/figure>\n<h2>Working with Series<\/h2>\n<p>Typically, a series is expressed either by writing out a few terms in order to establish a pattern, or by using <strong>sigma notation<\/strong>.  <\/p>\n<p><img decoding=\"async\" src=\"https:\/\/magoosh.com\/hs\/files\/2017\/05\/series_notation.gif\" alt=\"Series notation\" width=\"247\" height=\"51\" class=\"aligncenter size-full wp-image-9901\" \/><\/p>\n<p>Here, <em>a<sub>n<\/sub><\/em> is the <strong>general term<\/strong> for the series.<\/p>\n<p>Check out the following article for more explanation as well as examples: <a href=\"https:\/\/magoosh.com\/hs\/ap\/ap-calculus-bc-review-series-fundamentals\/\">AP Calculus BC Review: Series Fundamentals<\/a>.<\/p>\n<h3>Partial Sums<\/h3>\n<p>Any time that infinity is involved, we have to be extra careful with our definitions.  So how do you add up infinitely many items?  One item at a time!  This is a job for <em>partial sums<\/em>.<\/p>\n<p>A partial sum is something like a <em>running total<\/em> for a series.<\/p>\n<p>Let&nbsp;&nbsp; <img decoding=\"async\" src=\"https:\/\/magoosh.com\/hs\/files\/2017\/07\/series.gif\" alt=\"series\" width=\"46\" height=\"51\" class=\"alignnone size-full wp-image-10893\" srcset=\"https:\/\/magoosh.com\/hs\/files\/2017\/07\/series.gif 46w, https:\/\/magoosh.com\/hs\/files\/2017\/07\/series-27x30.gif 27w\" sizes=\"(max-width: 46px) 100vw, 46px\" \/>&nbsp;&nbsp; be a series.<\/p>\n<p>The <em>k<\/em>th <strong>partial sum<\/strong> of the series is:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/magoosh.com\/hs\/files\/2017\/07\/partial_sum.gif\" alt=\"Partial sum\" width=\"287\" height=\"54\" class=\"aligncenter size-full wp-image-10878\" \/><\/p>\n<p>In other words, the <em>k<\/em>th partial sum is the sum of the first <em>k<\/em> terms of the series.<\/p>\n<p>The first four partial sums of a series are:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/magoosh.com\/hs\/files\/2017\/07\/small_partial_sums.gif\" alt=\"first four partial sums\" width=\"172\" height=\"91\" class=\"aligncenter size-full wp-image-10881\" \/><\/p>\n<p>Now, the useful thing about partial sums is that they form a <em>sequence<\/em>,<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/magoosh.com\/hs\/files\/2017\/07\/sequence_of_partial_sums.gif\" alt=\"sequence of partial sums\" width=\"139\" height=\"12\" class=\"aligncenter size-full wp-image-10894\" srcset=\"https:\/\/magoosh.com\/hs\/files\/2017\/07\/sequence_of_partial_sums.gif 139w, https:\/\/magoosh.com\/hs\/files\/2017\/07\/sequence_of_partial_sums-30x3.gif 30w\" sizes=\"(max-width: 139px) 100vw, 139px\" \/><\/p>\n<p>And then we define series convergence in terms of the convergence of this sequence of partial sums.<\/p>\n<h3>Series Convergence and Divergence &#8212; Definitions<\/h3>\n<p>A series &Sigma;<em>a<sub>n<\/sub><\/em> <strong>converges<\/strong> to a sum <em>S<\/em> if and only if the sequence of partial sums converges to <em>S<\/em>.  That is, a series converges if the following limit exists:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/magoosh.com\/hs\/files\/2017\/07\/convergence_partial_sums.gif\" alt=\"Definition for series convergence in terms of partial sums\" width=\"159\" height=\"51\" class=\"aligncenter size-full wp-image-10877\" \/><\/p>\n<p>Otherwise, if the limit of <em>s<sub>k<\/sub><\/em> (as <em>k<\/em> &rarr; &infin;) is infinite or fails to exist, then the series <strong>diverges<\/strong>.<\/p>\n<h3>Ways That a Series Could Diverge<\/h3>\n<p>A series may diverge in three different ways:<\/p>\n<ol>\n<li>The series diverges to <strong>infinity<\/strong> (&infin;) if the partial sums increase without bound.  That is, <em>s<sub>k<\/sub><\/em> &rarr; &infin;.<\/li>\n<li>The series diverges to <strong>negative infinity<\/strong> (-&infin;) if the partial sums decrease without bound. That is, <em>s<sub>k<\/sub><\/em> &rarr; -&infin;.<\/li>\n<li>If the limit of partial sums does not exists and is not &infin; or -&infin;, then we just say that the series diverges.  This case occurs whenever the sequence of partial sums oscillates among multiple values or jumps around randomly.<\/li>\n<\/ol>\n<h2>Limit Test for Divergence<\/h2>\n<p>There is a quick and easy test that can be used to show that a series diverges.  (However, it can&#8217;t be used to show a series converges.)<\/p>\n<p><strong>Limit Divergence Test:<\/strong> If the limit of the general term of a series is not equal to 0, then the series diverges.<\/p>\n<p>That is, if <img decoding=\"async\" src=\"https:\/\/magoosh.com\/hs\/files\/2017\/07\/limit_not_equal_zero.gif\" alt=\"limit as n -&gt; infinity is not equal to 0\" width=\"88\" height=\"24\" class=\"alignnone size-full wp-image-10898\" srcset=\"https:\/\/magoosh.com\/hs\/files\/2017\/07\/limit_not_equal_zero.gif 88w, https:\/\/magoosh.com\/hs\/files\/2017\/07\/limit_not_equal_zero-30x8.gif 30w\" sizes=\"(max-width: 88px) 100vw, 88px\" \/>, then the series &Sigma;<em>a<sub>n<\/sub><\/em> diverges.<\/p>\n<p>Unfortunately, if the limit does turn out to be zero, then the test is <em>inconclusive<\/em>.  Then you&#8217;d have to use additional convergence tests to figure out series convergence or divergence.<\/p>\n<p>Let&#8217;s take a look at a few examples.<\/p>\n<h3>Using the Limit Divergence Test<\/h3>\n<p>Which of the following series must diverge according to the Divergence Test?<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/magoosh.com\/hs\/files\/2017\/07\/series_examples.gif\" alt=\"four example series\" width=\"214\" height=\"110\" class=\"aligncenter size-full wp-image-10895\" \/><\/p>\n<h4>Solutions<\/h4>\n<p>Remember, for this question, we&#8217;re only allowed to use the Divergence Test.<\/p>\n<p>(a) As <em>n<\/em> &rarr; &infin;, the values of 2<em><sup>n<\/sup><\/em> also approach &infin;.  The bottom line is that the limit of  2<em><sup>n<\/sup><\/em> is certainly not equal to 0.<\/p>\n<p>Therefore, series (a) diverges.<\/p>\n<p>(b) <img decoding=\"async\" src=\"https:\/\/magoosh.com\/hs\/files\/2017\/07\/limit_part_b.gif\" alt=\"limit of 1\/2^n is 0\" width=\"91\" height=\"37\" class=\"alignnone size-full wp-image-10896\" srcset=\"https:\/\/magoosh.com\/hs\/files\/2017\/07\/limit_part_b.gif 91w, https:\/\/magoosh.com\/hs\/files\/2017\/07\/limit_part_b-30x12.gif 30w\" sizes=\"(max-width: 91px) 100vw, 91px\" \/><\/p>\n<p> Here, the answer is not clear.  A limit of 0 does not automatically mean that the series will not diverge.  So the Limit Divergence Test alone cannot say anything more about series convergence or divergence here.<\/p>\n<p>In fact, we will prove that this series does converge by other methods.<\/p>\n<p>(c) Again, the Divergence Test is inconclusive, because 1\/<em>n<\/em> &rarr; 0 as <em>n<\/em> &rarr; &infin;.<\/p>\n<p>Now this series actually <em>diverges<\/em>.  It&#8217;s called the <strong>Harmonic Series<\/strong>, and it&#8217;s just the sum of all of the reciprocals of the natural numbers.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/magoosh.com\/hs\/files\/2017\/06\/harmonic_series.gif\" alt=\"harmonic series\" width=\"300\" height=\"51\" class=\"aligncenter size-full wp-image-10369\" \/><\/p>\n<p>We&#8217;ll need another method to decide for sure that the Harmonic Series diverges.  It&#8217;s far from obvious!<\/p>\n<p>(d) <img decoding=\"async\" src=\"https:\/\/magoosh.com\/hs\/files\/2017\/07\/limit_part_d.gif\" alt=\"limit for part d is equal to 1\" width=\"247\" height=\"45\" class=\"alignnone size-full wp-image-10897\" \/><\/p>\n<p>With a nonzero limit, the Divergence Test conclusively states that this series must diverge.<\/p>\n<h2>Geometric Series<\/h2>\n<p>Let&#8217;s take a closer look at Examples (a) and (b).  Both of these are <strong>geometric<\/strong> series.  <\/p>\n<p>A geometric series is the sum of the powers of a constant base.  <\/p>\n<p><img decoding=\"async\" src=\"https:\/\/magoosh.com\/hs\/files\/2017\/07\/geometric_series.gif\" alt=\"Geometric series\" width=\"213\" height=\"50\" class=\"aligncenter size-full wp-image-10899\" \/><\/p>\n<p>There is a straightforward test to decide whether any geometric series converges or diverges.<\/p>\n<ul>\n<li>If |<em>r<\/em>| &lt; 1, then the series converges.<\/li>\n<li>If |<em>r<\/em>| &ge; 1, then the series diverges.<\/li>\n<\/ul>\n<p>Furthermore, whenever the series does converge, there is a simple formula to find its sum:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/magoosh.com\/hs\/files\/2017\/04\/geometric_series.gif\" alt=\"Formula for the sum of a geometric series\" width=\"220\" height=\"50\" class=\"aligncenter size-full wp-image-9745\" \/><\/p>\n<p>Going back to Example (a), &Sigma; 2<em><sup>n<\/sup><\/em> is a geometric series with base <em>r<\/em> = 2.  Because |<em>r<\/em>| = 2 &ge; 1, this series diverges.  (Of course, we knew that already from the Limit Divergence Test, but it&#8217;s nice to see confirmation from other sources.)<\/p>\n<p>The series in Example (b) is also geometric, but you have to write it in an equivalent form to see why.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/magoosh.com\/hs\/files\/2017\/07\/geometric_series_example.gif\" alt=\"Geometric series, sum of (1\/2)^n\" width=\"151\" height=\"50\" class=\"aligncenter size-full wp-image-10900\" \/><\/p>\n<p>Here, the base is 1\/2, and since  |<em>r<\/em>| = 1\/2 &lt; 1, now we know that this series does indeed converge.  We can even find the value of the sum!<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/magoosh.com\/hs\/files\/2017\/07\/geometric_formula_example.gif\" alt=\"geometric formula example for sum of (1\/2)^n\" width=\"211\" height=\"50\" class=\"aligncenter size-full wp-image-10902\" \/><\/p>\n<p>Another way to state this result is to say that:<\/p>\n<p> <img decoding=\"async\" src=\"https:\/\/magoosh.com\/hs\/files\/2017\/07\/sum_powers_onehalf.gif\" alt=\"sum of the powers of 1\/2 is equal to 2\" width=\"236\" height=\"38\" class=\"aligncenter size-full wp-image-10903\" \/><\/p>\n<p>So, all the fractional parts, 1\/2, 1\/4, \/18, etc. can fit side-by-side into a single unit interval of the number line!<\/p>\n<figure id=\"attachment_10901\" aria-describedby=\"caption-attachment-10901\" style=\"width: 640px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" src=\"https:\/\/magoosh.com\/hs\/files\/2017\/07\/640px-Geometric_Segment.svg_.png\" alt=\"Ruler illustrating 1\/2 + 1\/4 + 1\/8 + ...\" width=\"640\" height=\"213\" class=\"size-full wp-image-10901\" srcset=\"https:\/\/magoosh.com\/hs\/files\/2017\/07\/640px-Geometric_Segment.svg_.png 640w, https:\/\/magoosh.com\/hs\/files\/2017\/07\/640px-Geometric_Segment.svg_-300x100.png 300w, https:\/\/magoosh.com\/hs\/files\/2017\/07\/640px-Geometric_Segment.svg_-600x200.png 600w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><figcaption id=\"caption-attachment-10901\" class=\"wp-caption-text\">A ruler showing that the sum 1\/2 + 1\/4 + 1\/8 + 1\/16 + &#8230;. = 1.<\/figcaption><\/figure>\n<p>Check out the following post for more on geometric series: <a href=\"https:\/\/magoosh.com\/hs\/ap\/ap-calculus-bc-review-geometric-series\/\">AP Calculus BC Review: Geometric Series<\/a>.<\/p>\n<h3>Integral Test<\/h3>\n<p>Finally, let&#8217;s talk about a convergence test that may help out in certain specialized situations.  <\/p>\n<p><strong>Integral Test:<\/strong> Suppose that we have a series &Sigma;<em>a<sub>n<\/sub><\/em>.<\/p>\n<p>If all of the following are true,<\/p>\n<ol>\n<li>the general term <em>a<sub>n<\/sub><\/em> is positive for every <em>n<\/em>,<\/li>\n<li>the general terms decrease as <em>n<\/em> increases,<\/li>\n<li>and the formula <em>a<sub>n<\/sub><\/em> = <em>f<\/em>(<em>n<\/em>) is continuous,\n<\/li>\n<\/ol>\n<p>then the series converges if and only if the <a href=\"https:\/\/magoosh.com\/hs\/ap\/ap-calculus-review-improper-integrals\/\">improper integral<\/a> <img decoding=\"async\" src=\"https:\/\/magoosh.com\/hs\/files\/2017\/07\/integral_test.gif\" alt=\"integral of f(x) from a to infinity\" width=\"93\" height=\"43\" class=\"alignnone size-full wp-image-10904\" srcset=\"https:\/\/magoosh.com\/hs\/files\/2017\/07\/integral_test.gif 93w, https:\/\/magoosh.com\/hs\/files\/2017\/07\/integral_test-30x14.gif 30w\" sizes=\"(max-width: 93px) 100vw, 93px\" \/> converges.  Here, we usually take the lower limit <em>a<\/em> to be the same as the lower limit of the sum.<\/p>\n<p>Now, what&#8217;s really nice about the integral test is that it can test for both convergence <em>and<\/em> divergence.<\/p>\n<p>Let&#8217;s see how it works on the Harmonic Series.<\/p>\n<p>The general term, <em>a<sub>n<\/sub><\/em> = 1\/<em>n<\/em>, is positive, decreasing, and continuous (for positive <em>n<\/em>, anyway).<\/p>\n<p>Next, set up the integral. Don&#8217;t forget to change your <em>n<\/em> into <em>x<\/em> in the formula for the general term.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/magoosh.com\/hs\/files\/2017\/07\/integral_test_harmonic_series.gif\" alt=\"Integral test for harmonic series\" width=\"215\" height=\"100\" class=\"aligncenter size-full wp-image-10905\" \/><\/p>\n<p>Because the integral diverges (to &infin;), the series also diverges.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/magoosh.com\/hs\/files\/2017\/06\/shutterstock_593189351.jpg\" alt=\"taking notes\" width=\"500\" height=\"334\" class=\"aligncenter size-full wp-image-10657\" srcset=\"https:\/\/magoosh.com\/hs\/files\/2017\/06\/shutterstock_593189351.jpg 500w, https:\/\/magoosh.com\/hs\/files\/2017\/06\/shutterstock_593189351-300x200.jpg 300w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A series is the sum of infinitely many terms. But how can you add up an infinite number of things? Click here to learn about series convergence!<\/p>\n","protected":false},"author":223,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[240],"tags":[241],"ppma_author":[24932],"class_list":["post-10710","post","type-post","status-publish","format-standard","hentry","category-ap","tag-ap-calculus"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AP Calculus BC Review: Series Convergence - Magoosh Blog | High School<\/title>\n<meta name=\"description\" content=\"A series is the sum of infinitely many terms. But how can you add up an infinite number of things? 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