1 00:00:00,280 --> 00:00:01,593 The ratio test. 2 00:00:01,593 --> 00:00:05,318 [SOUND] 3 00:00:05,318 --> 00:00:13,310 The ratio test asks us to look at the limit of the ratio of subsequent terms. 4 00:00:13,310 --> 00:00:15,430 Well, here's a precise statement. 5 00:00:15,430 --> 00:00:18,501 So the question is whether the sum n goes from 6 00:00:18,501 --> 00:00:22,840 one to infinity of a sub n converges or diverges. 7 00:00:22,840 --> 00:00:27,470 I'm going to want to assume that all of the terms that I'm adding up, all of 8 00:00:27,470 --> 00:00:30,520 the a sub n's, are positive, in order that I can use the comparison tests. 9 00:00:32,090 --> 00:00:37,570 I'll compute the limit of the ratio of subsequent terms. 10 00:00:37,570 --> 00:00:40,322 So I'm setting big L to be the limit as n 11 00:00:40,322 --> 00:00:44,074 approaches infinity of a sub n plus one over a sub n. 12 00:00:45,360 --> 00:00:47,850 And then there's three possibilities. 13 00:00:49,210 --> 00:00:52,350 Maybe that limit, maybe big L is less than one. 14 00:00:52,350 --> 00:00:56,810 And in that case, the ratio test says that the series converges. 15 00:00:58,020 --> 00:01:00,120 Maybe that limit is bigger than one. 16 00:01:00,120 --> 00:01:03,500 In which case the ratio test says that the series diverges. 17 00:01:04,740 --> 00:01:07,260 And maybe that limit is equal to one. 18 00:01:07,260 --> 00:01:09,830 In which case, the limit test is simply silent. 19 00:01:09,830 --> 00:01:11,980 It might converge, it might diverge. 20 00:01:11,980 --> 00:01:13,140 We just don't know. 21 00:01:13,140 --> 00:01:17,700 The ratio test doesn't tell us any information when L is equal to one. 22 00:01:17,700 --> 00:01:19,360 Why does this work? 23 00:01:19,360 --> 00:01:23,400 What if the limit is less than one? So I'm trying to figure out what happens 24 00:01:23,400 --> 00:01:24,960 when big L is less than one. 25 00:01:24,960 --> 00:01:27,900 I want to show the series in that case converges. 26 00:01:27,900 --> 00:01:31,510 Well, if big L is less than one, I can pick some very tiny 27 00:01:31,510 --> 00:01:35,850 value of epsilon so that even big L plus epsilon is less than one. 28 00:01:35,850 --> 00:01:39,700 Then I can use epsilon in the definition of limit. 29 00:01:39,700 --> 00:01:43,610 So there must be some big N so that whenever little n is at least 30 00:01:43,610 --> 00:01:48,425 big N, the thing I'm taking the limit of, a sub n plus one over a 31 00:01:48,425 --> 00:01:51,350 sub n must be within epsilon of L. 32 00:01:51,350 --> 00:01:57,340 So in particular, a sub n plus one over a sub n must be less than L plus epsilon. 33 00:01:57,340 --> 00:02:01,560 Now how is this fact helpful? Well, I'm trying to calculate this series. 34 00:02:01,560 --> 00:02:05,050 I'm trying to sum a-sub-n, n goes from one to infinity. 35 00:02:05,050 --> 00:02:07,820 But I can break it up into two pieces, when n is 36 00:02:07,820 --> 00:02:11,340 smaller than big N, and when n is bigger than big N. 37 00:02:11,340 --> 00:02:13,890 Well, here's the piece when n is smaller 38 00:02:13,890 --> 00:02:14,700 than big N. 39 00:02:14,700 --> 00:02:17,210 It's just the sum of you know, a finite sum. 40 00:02:17,210 --> 00:02:19,000 I'm not going to have any trouble adding those numbers up. 41 00:02:19,000 --> 00:02:22,780 But then I've got the rest of the series that I have to add up. 42 00:02:22,780 --> 00:02:27,170 Right, I have to add up a sub big N, plus a sub big N plus one, and so on. 43 00:02:27,170 --> 00:02:29,070 And this is the hard part, right? 44 00:02:29,070 --> 00:02:33,700 Because I've got dot dot dot, forever. But what I know now is that I can 45 00:02:33,700 --> 00:02:39,580 control the ratio between subsequent terms, maybe not here, but at least here. 46 00:02:39,580 --> 00:02:47,630 I know that a sub big N plus one is less than R times a sub big N. 47 00:02:47,630 --> 00:02:52,750 And I know that a sub big N plus two is less than r times a sub big 48 00:02:52,750 --> 00:02:58,420 N plus one which itself is less than r times a sub big N. 49 00:02:58,420 --> 00:03:05,310 So, all of that is to say that this thing here is well, not equal to this, 50 00:03:05,310 --> 00:03:09,330 but this is an overestimate of what was there before. 51 00:03:09,330 --> 00:03:11,610 So now I've got this series of at least 52 00:03:11,610 --> 00:03:14,990 less of than this first part, plus the rest. 53 00:03:14,990 --> 00:03:17,060 But what do I know about the rest? 54 00:03:17,060 --> 00:03:20,200 Well the rest of this thing is now a geometric series and 55 00:03:20,200 --> 00:03:24,760 I know this geometric series converges because little r is less than one. 56 00:03:24,760 --> 00:03:29,189 So I can replace that with this convergent geometric series. 57 00:03:30,350 --> 00:03:34,980 And in light of this, all right, this is really now setting up a comparison test. 58 00:03:34,980 --> 00:03:39,990 I am really saying that the sequence of partial sums is bounded by this. 59 00:03:39,990 --> 00:03:45,860 And since the sequence of partial sums is a monotone, because all the terms 60 00:03:45,860 --> 00:03:51,640 that I'm adding up are positive, I then know that this series converges. 61 00:03:51,640 --> 00:03:55,518 And what if the limit is bigger than one? So I am trying to figure 62 00:03:55,518 --> 00:03:58,552 out what happens when big O is at least one and 63 00:03:58,552 --> 00:04:02,488 I want to show that in that case the series diverges, or big 64 00:04:02,488 --> 00:04:05,604 O is bigger than one then I can choose some tiny 65 00:04:05,604 --> 00:04:10,710 epsilon so that big O minus epsilon is also bigger than one. 66 00:04:10,710 --> 00:04:14,290 Then I can use that epsilon in the definition of limit. 67 00:04:14,290 --> 00:04:17,500 So there's some big N so that whenever little n is bigger 68 00:04:17,500 --> 00:04:20,780 than or equal to big N, this ratio, the thing I'm taking 69 00:04:20,780 --> 00:04:24,170 the limit of, is within epsilon of the limit L. 70 00:04:24,170 --> 00:04:28,970 So in particular, this ratio is bigger than big L minus epsilon. 71 00:04:28,970 --> 00:04:30,820 Why is that significant? 72 00:04:30,820 --> 00:04:33,830 What I'm trying to calculate is this series. 73 00:04:33,830 --> 00:04:37,350 Or at least I'm trying to figure out if it converges or diverges. 74 00:04:37,350 --> 00:04:39,098 And I can start just adding up terms, right? 75 00:04:39,098 --> 00:04:40,330 A sub one plus a sub two. 76 00:04:40,330 --> 00:04:43,102 Eventually I get up to a sub big N minus one, 77 00:04:43,102 --> 00:04:45,643 then a sub big N plus a sub big N plus one, 78 00:04:45,643 --> 00:04:46,410 and so on. 79 00:04:46,410 --> 00:04:47,810 I keep on adding up terms, making a 80 00:04:47,810 --> 00:04:49,890 limit of partial sums, you know, strictly speaking. 81 00:04:51,050 --> 00:04:53,890 But I know that all of these terms are positive. 82 00:04:53,890 --> 00:04:59,030 So, if I throw away a bunch of terms, well, this isn't equal to this anymore, 83 00:04:59,030 --> 00:05:02,570 that this is now larger than this thing 84 00:05:02,570 --> 00:05:04,840 where I've thrown away a whole bunch of terms. 85 00:05:04,840 --> 00:05:06,840 We're going to start with a sub big N term. 86 00:05:07,940 --> 00:05:09,810 Now, what else do I know? 87 00:05:09,810 --> 00:05:10,910 Because a sub 88 00:05:10,910 --> 00:05:13,360 little n plus one over a sub n. 89 00:05:13,360 --> 00:05:17,990 Is bigger than this whenever little n is bigger than or equal to big N. 90 00:05:17,990 --> 00:05:19,870 I can underestimate this. 91 00:05:19,870 --> 00:05:23,145 Alright, this is saying that a sub big N plus 92 00:05:23,145 --> 00:05:27,290 one is larger than r times a sub big N. 93 00:05:27,290 --> 00:05:30,710 Telling me that this, is bigger than r times this. 94 00:05:30,710 --> 00:05:32,960 Which is also bigger than r times this. 95 00:05:32,960 --> 00:05:36,300 Which means this is larger than r squared times this. 96 00:05:36,300 --> 00:05:40,920 This term here, a sub big N plus three is larger than r cubed times this. 97 00:05:40,920 --> 00:05:43,080 What I'm really saying is that this 98 00:05:43,080 --> 00:05:47,480 infinite series is at least this infinite series. 99 00:05:48,660 --> 00:05:51,260 But what kind of infinite series is this? 100 00:05:51,260 --> 00:05:53,280 Well this is just a geometric series, right? 101 00:05:53,280 --> 00:05:54,810 That's the geometric series. 102 00:05:54,810 --> 00:06:00,270 The sum k goes from zero to infinity of r to the k times a sub big n. 103 00:06:00,270 --> 00:06:02,330 And what do I know about that infinite series? 104 00:06:02,330 --> 00:06:05,040 That infinite series diverges, right? 105 00:06:05,040 --> 00:06:08,250 I can make the partial sums for this as large as I'd like. 106 00:06:08,250 --> 00:06:10,070 As long as I go far enough out in the sequence. 107 00:06:11,190 --> 00:06:15,490 Well, that means that this series also diverges. 108 00:06:15,490 --> 00:06:20,090 And what does the ratio test say if the limit is equal to one? 109 00:06:20,090 --> 00:06:24,720 When L is equal to one, the series might converge or it might diverge. 110 00:06:24,720 --> 00:06:27,590 The ratio test is just silent in that case. 111 00:06:27,590 --> 00:06:32,000 It doesn't tell us any information. And, and why not? 112 00:06:32,000 --> 00:06:35,430 Well, when L was less than one, then I could pick a value 113 00:06:35,430 --> 00:06:39,960 of epsilon so small that even L plus epsilon was less than one. 114 00:06:39,960 --> 00:06:43,410 And, when L was bigger than one, I could pick a value of 115 00:06:43,410 --> 00:06:48,760 epsilon so small that even big L minus epsilon was bigger than one. 116 00:06:48,760 --> 00:06:52,600 But when L is equal to one, there's no hope for me being 117 00:06:52,600 --> 00:06:58,460 able to choose a small enough epsilon so that I can control the ratio between 118 00:06:58,460 --> 00:07:02,065 subsequent terms, to eventually all be less than 119 00:07:02,065 --> 00:07:04,440 one, or eventually all be bigger than one. 120 00:07:04,440 --> 00:07:10,430 So I'm not going to succeed in comparing my series to a geometric series. 121 00:07:10,430 --> 00:07:12,350 So that's the ratio test. 122 00:07:12,350 --> 00:07:17,830 But finally, a warning. The ratio test tells us to compute this, 123 00:07:17,830 --> 00:07:20,560 the limit of the ratio between subsequent terms. 124 00:07:20,560 --> 00:07:26,120 It's important to emphasize that that limit is not calculating this. 125 00:07:27,160 --> 00:07:31,920 What the ratio test is telling us is not the value of this series. 126 00:07:31,920 --> 00:07:36,000 What the ratio test is providing information about is whether or not this 127 00:07:36,000 --> 00:07:44,670 series converges or diverges. That's what this big L is helping us find. 128 00:07:44,670 --> 00:07:51,699 [SOUND]