1 00:00:00,000 --> 00:00:07,300 PROFESSOR: Hi. 2 00:00:07,300 --> 00:00:08,850 Welcome back to recitation. 3 00:00:08,850 --> 00:00:10,920 You've been talking about computing limits 4 00:00:10,920 --> 00:00:12,580 of some indeterminate forms. 5 00:00:12,580 --> 00:00:15,260 In particular, you used l'Hopital's rule 6 00:00:15,260 --> 00:00:18,940 to help you out with some limits in the form 0 over 0 7 00:00:18,940 --> 00:00:20,540 or infinity over infinity. 8 00:00:20,540 --> 00:00:22,890 So these are the two indeterminate ratios. 9 00:00:22,890 --> 00:00:26,760 And you also-- so, OK so when you 10 00:00:26,760 --> 00:00:29,404 have a limit that is in the form of an indeterminate ratio, 11 00:00:29,404 --> 00:00:30,820 you've seen that one tool that you 12 00:00:30,820 --> 00:00:34,080 can use to help compute the limit is l'Hopital's rule. 13 00:00:34,080 --> 00:00:38,050 There are other indeterminate forms for limits as well. 14 00:00:38,050 --> 00:00:40,980 So you actually saw, in lecture, another one 15 00:00:40,980 --> 00:00:45,080 of these, which was you saw a limit of the form 0 to the 0. 16 00:00:45,080 --> 00:00:48,290 So that was the limit you saw, was the limit 17 00:00:48,290 --> 00:00:52,360 as x goes to 0 from the right of x to the x. 18 00:00:52,360 --> 00:00:54,370 So that was going to 0 over 0. 19 00:00:54,370 --> 00:00:57,930 And the two competing forces are that as the base of the limit 20 00:00:57,930 --> 00:01:00,940 goes to 0, that wants to make the whole thing get closer 21 00:01:00,940 --> 00:01:01,830 to 0. 22 00:01:01,830 --> 00:01:03,650 And when the exponent is going to 0, 23 00:01:03,650 --> 00:01:06,080 that makes the whole thing want to get closer to 1. 24 00:01:06,080 --> 00:01:07,846 So you have those two competing forces. 25 00:01:07,846 --> 00:01:09,470 That's why it is an indeterminate form. 26 00:01:09,470 --> 00:01:10,995 When you were solving this limit, 27 00:01:10,995 --> 00:01:15,780 you-- first thing you did was you wrote it as an exponential 28 00:01:15,780 --> 00:01:16,790 in base e. 29 00:01:16,790 --> 00:01:21,410 So you wrote x to the x as e to the x*ln x. 30 00:01:21,410 --> 00:01:24,470 So x*ln x is also an indeterminate form as x goes 31 00:01:24,470 --> 00:01:25,280 to 0. 32 00:01:25,280 --> 00:01:30,490 It's an indeterminate form of the form 0 times infinity. 33 00:01:30,490 --> 00:01:32,180 Here I'm writing infinity to mean 34 00:01:32,180 --> 00:01:34,910 either positive infinity or negative infinity. 35 00:01:34,910 --> 00:01:37,510 So in this case, this is an indeterminate form 36 00:01:37,510 --> 00:01:40,000 because when you have one factor going to 0, 37 00:01:40,000 --> 00:01:42,406 that makes the whole product want to get closer to 0. 38 00:01:42,406 --> 00:01:44,530 Whereas when you have one factor going to infinity, 39 00:01:44,530 --> 00:01:46,904 either positive or negative, that makes the whole product 40 00:01:46,904 --> 00:01:47,850 want to get big. 41 00:01:47,850 --> 00:01:50,140 So that's why it becomes indeterminate. 42 00:01:50,140 --> 00:01:54,320 And you were able to evaluate the limit x*ln x, in that case, 43 00:01:54,320 --> 00:01:57,500 by rewriting it as a quotient. 44 00:01:57,500 --> 00:02:00,000 There are a few other indeterminate forms 45 00:02:00,000 --> 00:02:01,990 that I'd like to mention. 46 00:02:01,990 --> 00:02:05,810 So in particular, there are three other indeterminate forms 47 00:02:05,810 --> 00:02:07,890 different from these. 48 00:02:07,890 --> 00:02:10,510 And then I'll give you an example of one of them 49 00:02:10,510 --> 00:02:12,300 to solve a problem. 50 00:02:12,300 --> 00:02:15,420 so the three other indeterminate forms, 51 00:02:15,420 --> 00:02:18,190 there are two more that are sort of an exponential indeterminate 52 00:02:18,190 --> 00:02:21,100 form, and there's one sort of outlier. 53 00:02:21,100 --> 00:02:25,400 So one of the other indeterminate forms 54 00:02:25,400 --> 00:02:28,750 is infinity to the 0. 55 00:02:28,750 --> 00:02:32,440 So when you have an exponential expression where 56 00:02:32,440 --> 00:02:34,780 the base is getting very, very large, 57 00:02:34,780 --> 00:02:37,317 and the exponent is going to 0, well the base getting large 58 00:02:37,317 --> 00:02:38,775 makes the whole fraction want to be 59 00:02:38,775 --> 00:02:42,720 sorry the whole expression want to be large, 60 00:02:42,720 --> 00:02:45,445 whereas the exponent going to 0 makes the whole expression want 61 00:02:45,445 --> 00:02:46,706 to get closer to 1. 62 00:02:46,706 --> 00:02:48,330 And so those two forces are in tension, 63 00:02:48,330 --> 00:02:49,970 and you can end up with limits that 64 00:02:49,970 --> 00:02:53,920 equal any value when you have a limit like this, 65 00:02:53,920 --> 00:02:55,580 infinity to the 0. 66 00:02:55,580 --> 00:03:00,410 Another similar one is 1 to the infinity. 67 00:03:00,410 --> 00:03:03,250 And this is the one I'll give you an exercise on in a minute. 68 00:03:03,250 --> 00:03:05,780 So when you have a limit of the form 1 69 00:03:05,780 --> 00:03:08,820 to the infinity, so something to the something where the base is 70 00:03:08,820 --> 00:03:11,230 going to 1 and the exponent is going to infinity, 71 00:03:11,230 --> 00:03:14,480 the base going to 1 makes this whole thing want to go to 1. 72 00:03:14,480 --> 00:03:17,420 The exponent to infinity makes this whole thing 73 00:03:17,420 --> 00:03:20,890 want to either blow up if it's a little bigger than 1, 74 00:03:20,890 --> 00:03:23,580 or get really small if it's a little smaller than 1. 75 00:03:23,580 --> 00:03:25,580 So you have, again, a tension there, 76 00:03:25,580 --> 00:03:27,730 and the result is indeterminate. 77 00:03:27,730 --> 00:03:31,400 The one sort of unusual one that you have is also-- 78 00:03:31,400 --> 00:03:33,540 which I'm not going to talk much more about-- 79 00:03:33,540 --> 00:03:35,460 is infinity minus infinity. 80 00:03:37,315 --> 00:03:38,940 So when you have two very large things, 81 00:03:38,940 --> 00:03:41,840 so here I mean either positive infinity 82 00:03:41,840 --> 00:03:44,280 minus positive infinity, or negative infinity 83 00:03:44,280 --> 00:03:45,500 minus negative infinity. 84 00:03:45,500 --> 00:03:48,347 When you have two things that are both getting very large, 85 00:03:48,347 --> 00:03:50,430 their difference could also be getting very large, 86 00:03:50,430 --> 00:03:51,846 or it could be getting very small, 87 00:03:51,846 --> 00:03:55,380 or could be doing anything in between. 88 00:03:55,380 --> 00:03:57,820 So that's also an indeterminate form. 89 00:03:57,820 --> 00:04:00,780 So these are the seven indeterminate forms. 90 00:04:00,780 --> 00:04:03,600 When you have a quotient, you can always 91 00:04:03,600 --> 00:04:04,920 apply l'Hopital's rule. 92 00:04:04,920 --> 00:04:06,810 When you have a product, you can always 93 00:04:06,810 --> 00:04:08,730 rewrite it as a quotient, by writing 94 00:04:08,730 --> 00:04:15,122 for example, x squared plus 1 times-- well, 95 00:04:15,122 --> 00:04:22,010 let's see-- e to the minus x. 96 00:04:22,010 --> 00:04:23,110 That's a product. 97 00:04:23,110 --> 00:04:25,600 And you could always rewrite it as a quotient, 98 00:04:25,600 --> 00:04:32,710 for example, e to the minus x over 1 over x squared plus 1. 99 00:04:32,710 --> 00:04:34,100 There might even be a smarter way 100 00:04:34,100 --> 00:04:35,810 to rewrite this product as a quotient. 101 00:04:38,174 --> 00:04:38,674 But, OK. 102 00:04:38,674 --> 00:04:41,340 And so when you have an exponential, as in this case, 103 00:04:41,340 --> 00:04:43,926 you can use this rewriting in base e trick 104 00:04:43,926 --> 00:04:45,800 to turn it into a product, which you can then 105 00:04:45,800 --> 00:04:48,209 turn into a quotient. 106 00:04:48,209 --> 00:04:50,500 For the difference case, the reason I say it's unusual, 107 00:04:50,500 --> 00:04:54,380 is just that there's not a good, general method 108 00:04:54,380 --> 00:04:55,710 for working with these. 109 00:04:55,710 --> 00:04:58,087 There are a lot of special cases. 110 00:04:58,087 --> 00:04:59,670 And you sort of have to or what I mean 111 00:04:59,670 --> 00:05:01,890 is you have to analyze them on a case by case basis. 112 00:05:01,890 --> 00:05:06,120 There are different sort of techniques that will work. 113 00:05:06,120 --> 00:05:09,350 So let me give you an example of one 114 00:05:09,350 --> 00:05:11,949 of these 1 to the infinity kinds. 115 00:05:11,949 --> 00:05:13,240 So why don't we come over here. 116 00:05:13,240 --> 00:05:16,520 So compute the limit as x goes to 0 117 00:05:16,520 --> 00:05:21,170 from the right of 1 plus 3x to the 10 divided by x. 118 00:05:21,170 --> 00:05:25,180 So we see as x is going to 0, this base is going to 1. 119 00:05:25,180 --> 00:05:27,250 And so that makes this whole expression want 120 00:05:27,250 --> 00:05:32,790 to be close to 1, whereas this exponent is going to infinity, 121 00:05:32,790 --> 00:05:34,840 since this is just a little bit bigger than 1, 122 00:05:34,840 --> 00:05:37,100 that makes the whole expression want to be big 123 00:05:37,100 --> 00:05:40,090 when the exponent is big. 124 00:05:40,090 --> 00:05:43,950 So you have a tension here between the base going to 1 125 00:05:43,950 --> 00:05:45,450 and the exponent going to infinity. 126 00:05:45,450 --> 00:05:48,144 So the question is, try and actually compute this limit. 127 00:05:48,144 --> 00:05:50,560 So why don't you pause the video, take a couple of minutes 128 00:05:50,560 --> 00:05:52,180 to work on this question, come back, 129 00:05:52,180 --> 00:05:53,471 and we can work on it together. 130 00:06:03,440 --> 00:06:04,050 Welcome back. 131 00:06:04,050 --> 00:06:07,250 Hopefully you had some luck working on this problem. 132 00:06:07,250 --> 00:06:11,270 As we said, this is a limit of an indeterminate form of the 1 133 00:06:11,270 --> 00:06:12,420 to infinity type. 134 00:06:12,420 --> 00:06:15,410 As one of the three exponential types of indeterminate forms, 135 00:06:15,410 --> 00:06:19,070 a really promising first step almost every time 136 00:06:19,070 --> 00:06:22,090 is to rewrite this as a exponential expression 137 00:06:22,090 --> 00:06:23,650 with the base e. 138 00:06:23,650 --> 00:06:26,470 So we just do-- first we just do an algebraic manipulation 139 00:06:26,470 --> 00:06:29,620 on the thing we're taking the limit of, and then often, 140 00:06:29,620 --> 00:06:32,440 very often, that simplifies it into something that we can 141 00:06:32,440 --> 00:06:34,040 actually compute the limit of. 142 00:06:34,040 --> 00:06:38,460 So in particular, we have that 1 plus 3x, 143 00:06:38,460 --> 00:06:41,600 if we want to write this in exponential form, 144 00:06:41,600 --> 00:06:46,850 this is equal to e to the ln of 1 plus 3x. 145 00:06:46,850 --> 00:06:50,560 This is true of any positive number. 146 00:06:50,560 --> 00:06:54,240 Any positive number is e to the ln of it, because e 147 00:06:54,240 --> 00:06:57,480 and log are inverse functions. 148 00:06:57,480 --> 00:07:00,120 So OK, so we write it like this. 149 00:07:00,120 --> 00:07:06,710 And so that means that 1 plus 3x to the 10 over x 150 00:07:06,710 --> 00:07:16,550 is equal to e to the ln of 1 plus 3x to the 10 over x. 151 00:07:16,550 --> 00:07:19,970 And now you can use your exponent rules. 152 00:07:19,970 --> 00:07:32,510 So this is equal to e to the ln of 1 plus 3x times 10 over x. 153 00:07:32,510 --> 00:07:37,430 So our original expression is equal to this down here. 154 00:07:37,430 --> 00:07:39,480 So the limit of our original expression 155 00:07:39,480 --> 00:07:42,690 is equal to the limit of this one. 156 00:07:42,690 --> 00:07:45,240 The other thing to notice is that because exponentiation 157 00:07:45,240 --> 00:07:47,230 is a nice, continuous function, in order 158 00:07:47,230 --> 00:07:51,500 to compute this limit, or the limit of this expression, 159 00:07:51,500 --> 00:07:55,680 it suffices-- just with base a constant, 160 00:07:55,680 --> 00:07:59,740 e-- it suffices to compute the limit of the exponent. 161 00:07:59,740 --> 00:08:02,020 All right, so let's do that. 162 00:08:02,020 --> 00:08:04,070 Let's compute the limit of the exponent. 163 00:08:04,070 --> 00:08:07,922 So we have the limit, so it has to be 164 00:08:07,922 --> 00:08:10,470 x going to the same place, which in this case 165 00:08:10,470 --> 00:08:21,205 is to 0 from the right, of ln of 1 plus 3x times 10 over x. 166 00:08:21,205 --> 00:08:22,205 Well, this is a product. 167 00:08:22,205 --> 00:08:23,740 It came to us as a product. 168 00:08:23,740 --> 00:08:27,540 But there's an obvious way to rewrite this as a quotient. 169 00:08:27,540 --> 00:08:30,150 I should say it's an indeterminate product. 170 00:08:30,150 --> 00:08:34,250 As x goes to 0, this goes to ln of 1, which is 0. 171 00:08:34,250 --> 00:08:37,390 Whereas this goes to infinity, positive infinity since we're 172 00:08:37,390 --> 00:08:38,500 coming from the right. 173 00:08:38,500 --> 00:08:40,790 So this is a 0 times positive infinity form. 174 00:08:40,790 --> 00:08:42,882 So it is an indeterminate limit or sorry 175 00:08:42,882 --> 00:08:45,840 an indeterminate product. 176 00:08:48,077 --> 00:08:49,660 And, right, and there's an obvious way 177 00:08:49,660 --> 00:08:53,490 to rewrite this as an indeterminate quotient, 178 00:08:53,490 --> 00:08:56,600 which is to rewrite it as the limit 179 00:08:56,600 --> 00:09:06,770 as x goes 0 plus of 10 ln of 1 plus 3x 180 00:09:06,770 --> 00:09:09,440 divided by x, as x goes 0. 181 00:09:09,440 --> 00:09:15,430 So now, this is a limit where it's an infinity-- sorry-- 182 00:09:15,430 --> 00:09:18,610 a 0 over 0 form. 183 00:09:18,610 --> 00:09:19,359 So OK, so good. 184 00:09:19,359 --> 00:09:20,900 So now we can apply l'Hopital's rule. 185 00:09:20,900 --> 00:09:25,740 So by l'Hopital's rule, this is equal to the limit 186 00:09:25,740 --> 00:09:29,580 as x goes to 0 on the right of-- well, 187 00:09:29,580 --> 00:09:35,220 we apply l'Hopital's rule on the top, we get 10 over 1 188 00:09:35,220 --> 00:09:40,460 plus 3x, by the chain rule, times 3. 189 00:09:40,460 --> 00:09:43,915 And on the bottom, we just get one. 190 00:09:43,915 --> 00:09:48,240 So now, OK, so this is true provided 191 00:09:48,240 --> 00:09:51,440 this second limit exists. 192 00:09:51,440 --> 00:09:54,500 And the second limit is no longer indeterminate. 193 00:09:54,500 --> 00:09:55,780 It's easy to see what it is. 194 00:09:55,780 --> 00:09:57,700 You just plug in x equals 0, and we 195 00:09:57,700 --> 00:10:04,390 get that this is equal to 30. 196 00:10:04,390 --> 00:10:10,850 OK so this limit is equal to 30, but this isn't the limit 197 00:10:10,850 --> 00:10:12,880 that we started out wanting to compute. 198 00:10:12,880 --> 00:10:14,920 The limit we started out wanting to compute 199 00:10:14,920 --> 00:10:20,990 is e to the ln of 1 plus 3x times 10 over x. 200 00:10:20,990 --> 00:10:23,340 So it's e to the this. 201 00:10:23,340 --> 00:10:33,690 So our original limit as x goes to 0 from the right of 1 202 00:10:33,690 --> 00:10:39,190 plus 3x to the 10 over x is equal to e 203 00:10:39,190 --> 00:10:44,989 to the thirtieth power, which is pretty huge. 204 00:10:44,989 --> 00:10:53,450 OK, so that's how we-- right-- and OK, so that's 205 00:10:53,450 --> 00:10:54,950 the answer to our question. 206 00:10:54,950 --> 00:10:57,160 So we took our original limit, it 207 00:10:57,160 --> 00:11:00,020 was this indeterminate exponential form. 208 00:11:00,020 --> 00:11:02,260 So what we do to it is, when you have 209 00:11:02,260 --> 00:11:03,720 an indeterminate exponential form, 210 00:11:03,720 --> 00:11:07,180 you do this rewriting as an exponential in the base of e 211 00:11:07,180 --> 00:11:10,040 trick, and then you pass the limit into the exponent. 212 00:11:10,040 --> 00:11:11,800 Because e is now a nice constant, 213 00:11:11,800 --> 00:11:17,100 life is simple-- life is simpler I should say-- you pass 214 00:11:17,100 --> 00:11:18,530 the limit into the constant, then 215 00:11:18,530 --> 00:11:22,060 you have an indeterminate ratio, indeterminate product, which 216 00:11:22,060 --> 00:11:23,990 you rewrite as an indeterminate ratio 217 00:11:23,990 --> 00:11:26,020 on which you can then apply l'Hopital's rule. 218 00:11:26,020 --> 00:11:29,730 Or possibly, you know, you rewrite it as a product. 219 00:11:29,730 --> 00:11:34,270 Then it's easy to see what the value is. 220 00:11:34,270 --> 00:11:35,900 So, all right, so that's how we deal 221 00:11:35,900 --> 00:11:38,860 with limits of indeterminate exponential forms. 222 00:11:38,860 --> 00:11:40,601 And I'll end there.