1 00:00:00,000 --> 00:00:01,726 Why positive? 2 00:00:01,726 --> 00:00:02,346 [SOUND] 3 00:00:02,346 --> 00:00:09,166 Most of our convergence tests thus far have been assuming that the 4 00:00:09,166 --> 00:00:16,110 terms in the series are positive or, or at least non-negative. 5 00:00:16,110 --> 00:00:18,240 Yeah, when we were thinking about the comparison 6 00:00:18,240 --> 00:00:21,354 test, the ratio test, even the root test. 7 00:00:21,354 --> 00:00:24,650 Right in all of these, convergence tests, we're 8 00:00:24,650 --> 00:00:27,530 trying to determine whether some series converges but 9 00:00:27,530 --> 00:00:32,920 we're making this assumption that all of the terms are at least non-negative. 10 00:00:32,920 --> 00:00:33,760 Why is this? 11 00:00:33,760 --> 00:00:38,050 Let's think about why the ratio test in particular requires this 12 00:00:38,050 --> 00:00:42,650 condition that the terms be non-negative when you're analyzing this series. 13 00:00:42,650 --> 00:00:44,550 Remember what the ratio test tells us to do. 14 00:00:44,550 --> 00:00:46,280 It tells us to look at this limit. 15 00:00:46,280 --> 00:00:50,520 And say if this limit is less than 1, then the series converges. 16 00:00:50,520 --> 00:00:52,680 And it shows that by doing 17 00:00:52,680 --> 00:00:56,360 a comparison with this geometric series. 18 00:00:56,360 --> 00:01:00,770 So indeed, I mean if, if you're given the ratio test and you look inside, what you 19 00:01:00,770 --> 00:01:05,990 see is that the proof basically amounts to doing a comparison test for the geometric 20 00:01:05,990 --> 00:01:11,840 series and the comparison test is really what requires this condition. 21 00:01:11,840 --> 00:01:13,690 The terms be non-negative. 22 00:01:13,690 --> 00:01:17,950 Okay, so most of these convergence tests are at some level of just reducing 23 00:01:17,950 --> 00:01:22,440 the problem down to a comparison test. But that just raises another question. 24 00:01:22,440 --> 00:01:26,840 Why does the comparison test require non-negativity of the terms? 25 00:01:26,840 --> 00:01:29,420 Well, think back to how we proved the comparison test. 26 00:01:29,420 --> 00:01:31,905 It's going to become clear that this condition, the 27 00:01:31,905 --> 00:01:36,230 non-negativity of the a sub n's is extraordinarily important. 28 00:01:36,230 --> 00:01:38,030 Remember what we did to prove the comparison test. 29 00:01:38,030 --> 00:01:39,420 If you open up the comparison test, 30 00:01:39,420 --> 00:01:42,920 it amounts to the monotone convergence theorem. 31 00:01:42,920 --> 00:01:46,430 It's really just an application of the monotone conversions theorem. 32 00:01:46,430 --> 00:01:47,400 Let's remember how we did this. 33 00:01:47,400 --> 00:01:49,910 Right. How do we prove the comparison test? 34 00:01:49,910 --> 00:01:53,860 So one direction went like this. I'm imagining I've got a series the sum of 35 00:01:53,860 --> 00:02:01,400 the b sub n's converges, and the a sub n's are trapped between b sub n and 0. 36 00:02:01,400 --> 00:02:04,840 Then I want to conclude that the sum of the a sub n's converges. 37 00:02:04,840 --> 00:02:08,395 Well, because the a sub n's are all non-negative, 38 00:02:08,395 --> 00:02:13,060 that tells me that the sequence of partial sums is non-decreasing. 39 00:02:13,060 --> 00:02:13,310 Right. 40 00:02:13,310 --> 00:02:18,110 This is where I'm using the crucial fact that the a sub n's are non-negative. 41 00:02:18,110 --> 00:02:21,190 It's to get that the sequence of partial sums is non-decreasing. 42 00:02:22,260 --> 00:02:26,240 And because b sub n is greater than or equal to a sub n, I also 43 00:02:26,240 --> 00:02:28,280 know that the sequence of partial sums is 44 00:02:28,280 --> 00:02:32,520 bounded by the value of this convergent series. 45 00:02:32,520 --> 00:02:33,690 And consequently, 46 00:02:33,690 --> 00:02:37,700 because the sequence of partial sums is monotone and bounded. 47 00:02:37,700 --> 00:02:41,770 That tells me that the limit of the sequence of partial sums exists. 48 00:02:41,770 --> 00:02:45,360 In other words, the sum of the a sub n's converges. 49 00:02:45,360 --> 00:02:48,258 So non-negativity was important for the convergence 50 00:02:48,258 --> 00:02:51,570 tests, because they relied on the comparison test. 51 00:02:51,570 --> 00:02:54,540 And non-negativity was important for the comparison test, because the 52 00:02:54,540 --> 00:02:58,780 comparison test is applying the monotone convergence theorem, and I 53 00:02:58,780 --> 00:03:02,020 need non-negativity of the terms in the series in order 54 00:03:02,020 --> 00:03:04,600 to know that the sequence of partial sums is monotone. 55 00:03:06,040 --> 00:03:08,400 Now, that raises a question. 56 00:03:08,400 --> 00:03:15,240 How can I analyze a series if the terms in the series aren't all non-negative? 57 00:03:15,240 --> 00:03:19,748 And indeed, that very question is going to be a major theme for what is to come. 58 00:03:19,748 --> 00:03:21,778 What are we supposed to do with series when 59 00:03:21,778 --> 00:03:23,924 some of the terms are positive and some of the 60 00:03:23,924 --> 00:03:25,003 terms are negative? 61 00:03:25,003 --> 00:03:35,003 [MUSIC]