跟讀練習: Simple Guide to Series Convergence Tests - 通過影片學習英語口語
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So we are going to talk about what convergence tests to use
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when we're trying to figure out whether an infinite series converges.
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We'll go over when to use the test for divergence,
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the geometric series, the p-series,
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the comparison test, the limit comparison test,
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the alternating series test, the integral test, and the ratio test.
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All of that good stuff.
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So I've broken down every infinite series we'll generally see on an exam into four different categories here,
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and we're going to go over how to deal with each one.
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Let's start out with the basic category.
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This is talking about those series that we already know whether they converge or diverge right away.
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And those two are going to be the geometric series,
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the sum from n equals 1 to infinity of r to the n,
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which we know converges when the absolute value of r is less than 1,
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and the sum from n equals 1 to infinity of 1 over n to the power of p.
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And that's going to converge when p is greater than 1.
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So this is the geometric series and the p series formula.
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When we see a series that we can write in terms of one of these two things,
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we should always do that first because we can instantly get to an answer just like that.
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But these aren't the most common types of series,
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So let's take a look at some of the other categories.
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The next one is almost basic series.
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And these are series that are very,
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very close to a geometric series or a p-series,
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but are just not quite there.
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There's a little something off.
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For example, the sum from n equals 1 to infinity of 1 over the square root of n cubed plus 5.
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So when n gets really,
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really, really large, notice inside this square root,
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n cubed is going to blow up.
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It's going to be massive,
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but 5 is just going to stay as 5.
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So the bigger we get in this series,
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the less this plus 5 is going to matter.
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It's basically just going to be n cubed.
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So we can write this as basically the sum from n
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equals 1 to infinity of 1 over the square root of n cubed.
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But notice that the square root of n cubed is something
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that we can write as n to the power of 3 halves.
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And if we have the sum from n equals 1 to infinity of 1 over n to the 3 halves,
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that is a p series,
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and we know that it converges.
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So these kinds of series where it's basically a p series,
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it's basically geometric, but there's a little thing that's throwing it off,
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these are almost basic series.
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series.
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And the way that we evaluate this kind of series is always by using a comparison test.
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So there are two comparison tests which are the standard comparison test,
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or the direct comparison test,
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and the limit comparison test.
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And it doesn't generally matter which one we use,
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the limit comparison test will usually work in more of the cases,
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but sometimes we can get away with the comparison test as well.
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So in the case of this series here,
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notice on the bottom n cubed plus 5,
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that's always going to be bigger than n cubed.
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And if we have something bigger in the denominator,
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that's going to make our results smaller.
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So we know that 1 over the square root of n cubed plus 5,
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that's always going to be less than 1 over the square root of n cubed.
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Of course on an exam we'll have to prove this more rigorously,
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but this is the general reasoning that we need.
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Once we get to this,
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we can use the direct comparison test to say,
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well, the sum of 1 over the square root of n cubed,
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that's a p series and that converges.
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Because this is less, this must also converge.
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So that's how we can use the comparison test or the limit comparison test to evaluate these almost basic series.
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And we'll go through a few exercises at the end where we can practice identifying which type of series we're dealing with.
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So the next category we're going to look at is alternating series.
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And this is a very simple category.
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It is exactly what it sounds like.
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So if we have the sum from n equals 1 to infinity of negative 1 to the n times b sub n,
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where b sub n is positive,
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this is an alternating series.
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And any time we have an alternating series,
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it's always a good idea to try using the alternating series test to see whether it converges.
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As an example,
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if we had the sum from n equals 1 to infinity
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of negative 1 to the n over the natural log of n plus 1,
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this is an alternating series and we're going to try using the alternating series test on it.
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In this case we can actually prove that this is an alternating series that converges by that test.
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So there will be some cases where an alternating series,
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we can't prove it converges by the alternating series test,
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but it's always a good thing to try first if we can pull out a negative 1 to the n.
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Now the last type of series we're going to talk about is the weird series.
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And these are the series that don't really fall into any of the categories that we already talked about.
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As an example,
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we might have the sum from n equals 1 to infinity of n times e to the negative n squared.
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So this clearly isn't one of our basic forms,
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and it's not really almost basic either because not only do we have this n,
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but it's not just e to the negative n,
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it's e to the negative n squared and that's just strange,
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it's not alternating either.
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So this is a case where we're going to have to use a different method.
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And there are two different methods that we use for weird series.
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The first is the integral test.
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And we use the integral test any time we can integrate the series.
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So in this case, the sum from n equals one to infinity of n e to the negative n squared,
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well we are able to do the integral from 1 to infinity of x e to the negative x squared dx.
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And as long as the conditions for the integral test are satisfied,
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meaning it's continuous, positive, and decreasing over time,
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we are able to use the integral test for this kind of series.
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There's one other kind of weird series,
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which I'll give an example up here.
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For example,
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the sum from n equals 1 to infinity of n factorial
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times 3 to the power of 2n over 4 to the n times n plus 3 factorial.
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So in this case, the important thing about these kinds of weird series is we have powers and we have factorials.
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So I'll write that here.
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When we have powers and factorials,
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And when I say powers,
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I'm talking specifically about n in the power.
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In that case, we're going to use the ratio test to evaluate these.
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So in this case, if we use the ratio test for this series,
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we would be able to evaluate it to a particular number
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that we could use to prove that this either converges or diverges.
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So those are the two kinds of weird series we're talking about.
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If you can do the integral,
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do the integral test, as long as the conditions are satisfied.
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And if we have factorials and powers flying around everywhere,
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that's when we're going to try the ratio test.
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So now that we've identified all of these categories,
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let's go through a few exercises where we try to figure out
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which type of series we're looking at so we know which test to apply.
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Let's start out with a basic one,
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the sum from n equals 1 to infinity of 5 halves to the power of negative 2n.
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This already sort of looks like a geometric series, right?
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So we have something and it's sort of to the power of n.
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So before we look at anything else,
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let's see if we can interpret it as just this basic form of a geometric series.
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To do that, we want to take a look at the exponent first.
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because we know that if we have 5 halves to the negative 2n,
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we can actually split up the powers as 5 halves to the power of negative 2
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and then to the power of n.
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And once we do this,
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we can rewrite the series in a form that we like a lot more.
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We'll have the sum from n equals 1 to infinity.
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Well, what's 5 halves to the negative 2?
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That's going to be the same thing as 2 fifths squared, right?
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We have to flip it over for a negative power.
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that's going to be 4 divided by 25, right?
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2 squared over 5 squared,
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and then we raise that to the power of n.
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And now this is exactly in the form of a geometric series,
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r to the n, and our r is 4 over 25.
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So if we have our ratio being 4 25ths,
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that's less than 1, which means we have proved that this series converges by the geometric series.
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Next up,
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let's take a look at the sum from n equals 1
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to infinity of n squared times 3 to the n over n factorial.
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Notice in this case, this is already looking kind of weird.
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So we might be looking at this weird category to start out.
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And we also notice that we have factorials and we have numbers raised to the power of n.
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And those two things indicate to us that we should probably be using the ratio test.
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So in the case of this series,
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we won't go through all the work right now because we're just trying to identify which test to use,
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but if we use the ratio test on this,
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we would be able to prove that the common ratio as n approaches infinity is less than 1,
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and therefore that this series converges by the ratio test.
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The next one we're going to take a look at will be a little different.
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It'll be the sum from n equals 1 to infinity of
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n to the sixth plus n squared over n to the seventh plus 3.
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Now, notice in this case,
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as n gets really, really large,
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n to the sixth is going to be much,
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much, much bigger than n squared,
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and n to the seventh is going to be much,
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much bigger than 3,
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which means
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that really what we're looking at is very similar to the
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sum from n equals 1 to infinity of n to the sixth over n to the seventh.
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But we can write this,
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n to the sixth over n to the seventh,
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we put the powers together,
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as just 1 over n.
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So we can say that our series that we have here is very much like 1 over n,
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as n gets very large.
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And this is a type of p-series.
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So in reality, the series that we're looking at here is an instance of an almost basic series.
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So we're going to want to use either the comparison test
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or the limit comparison test to turn what we have here into the p-series.
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Now because we have this n squared on the top,
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using the comparison test is going to be a little strange,
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so I think it would be easier in this instance to use the limit comparison test.
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we would use the limit comparison test to compare this series to the sum of 1 over n.
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And then we would get the value of 1 as our answer
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and because 1 is the result that we get and the sum of 1 over n diverges,
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the harmonic series, p is less than or equal to 1,
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then we know that our original series diverges as well.
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Next up,
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let's take a look at the sum from n equals 1
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to infinity of negative 1 to the n over n factorial plus n squared plus 3.
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Now you might be tempted to look at this as a weird series because of the n factorial,
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and that might work, but also notice that we have a negative 1 to the n in the numerator here,
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which means this is an alternating series.
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the first thing we always want to try is the alternating series test.
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And in this case, we would actually be able to prove that this sum converges by the alternating series test.
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So we're going to look at one more series here,
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which is the sum from n equals 1 to infinity of 1 over the inverse tangent of 6n.
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Now this is not a basic series.
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It's not almost basic either because we have this inverse trig function kind of strange.
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It's not alternating and we might be tempted to look at this as a weird series,
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but we should hold on first and examine what this series actually looks like.
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If we think about the inverse tangent function,
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what would the graph of that function look like?
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Well, as n on this x-axis here increases,
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the inverse tangent is going to look like this.
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It's going to have a vertical asymptote at the value of pi over 2,
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which means if we divide by the inverse tangent,
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this is not going to go to 0.
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So if we take the limit as n approaches infinity of the inside of the sum,
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1 over the inverse tangent of 6n,
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that result is not going to be zero.
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And if this limit is not equal to zero,
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then by the test for divergence, this series must diverge.
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So this exercise is a quick reminder that any time we're doing series,
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no matter what it looks like,
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we always have to remember the test for divergence,
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because it might seem that it would be a good idea to try some other series test,
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but as long as we can prove that the inside of the sum never goes to zero.
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We can get off really easy just doing a limit and proving that it diverges.
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So, these are the four categories that it's always good to remember
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when you're trying to figure out which convergence test to use.
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If you see a sum that you can write in the form of sum number to the power of n,
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that's a geometric series, so that's a basic form that you can evaluate directly.
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The same goes for anything you can write as 1 over n to the power of p.
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The next category is things that are almost these basic forms.
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For example, the sum of 1 over the square root of n cubed plus 5.
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If we could take out that 5,
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then we would get the n to the p that we want.
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So this is an almost basic sum,
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and these are where we use the comparison
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and the limit comparison to write this sum as we say it's very similar to another form
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that we know how to evaluate.
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The next category is alternating series.
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Anytime a series is alternating,
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the first thing we want to try is the alternating series test
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to see if we can use that to prove that it converges.
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And the final category is the weird series.
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So they aren't basic, they aren't almost basic,
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and they're not alternating either.
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When we get these kinds of series,
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depending on the form, we're either going to use the integral test if we can do the integral,
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or we'll use the ratio test if it has things to the power of n and factorials.
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And the last thing to remember is the test for divergence.
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Anytime the series isn't going to go to zero,
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we can just take that limit,
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show it's not zero, and then we're done.
FOR YOU
推薦影片
為什麼通過這個影片練習口語?
通過觀看和跟讀這段關於無窮級數收斂性測試的影片,您不僅能夠提高自己的英語口語能力,還能深入理解數學概念。這個影片不僅具有教育意義,還提供了一個良好的語境以幫助提高您的發音和流利度。當您在看YouTube學英語時,能夠跟隨第二語言者的語調和節奏將極大地提升您的學習效果。通過英語影子跟讀,您可以有效地練習語言的流暢性和準確性。
語法與表達在語境中的應用
- 無窮級數收斂性測試:這個短語是數學上的專業術語,學習如何在不同的上下文中使用類似的專業詞彙是非常重要的。
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常見的發音難點
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影片中的語法
說話人最常用的結構,並附上影片中的原話:
| 結構 | 影片中的用法 |
|---|---|
| 現在完成時 have/has + 過去分詞 — 過去發生但與現在仍有關聯的事 | I've broken · we've identified · have proved |
| 被動語態 be + 過去分詞 — 強調發生了什麼,而不是誰做的 | might be tempted |
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