1 00:00:00,000 --> 00:00:00,000 2 00:00:00,000 --> 00:00:07,300 PROFESSOR: Hi. 3 00:00:07,300 --> 00:00:08,850 Welcome back to recitation. 4 00:00:08,850 --> 00:00:11,200 You've been talking about computing limits of some 5 00:00:11,200 --> 00:00:13,710 indeterminate forms. In particular, you used 6 00:00:13,710 --> 00:00:17,500 l'Hopital's rule to help you out with some limits in the 7 00:00:17,500 --> 00:00:20,540 form 0 over 0 or infinity over infinity. 8 00:00:20,540 --> 00:00:22,520 So these are the two indeterminate ratios. 9 00:00:22,520 --> 00:00:26,560 10 00:00:26,560 --> 00:00:28,190 And you also, so OK, so when you have a limit that is in 11 00:00:28,190 --> 00:00:30,290 the form of an indeterminate ratio, you've seen that one 12 00:00:30,290 --> 00:00:33,090 tool that you can use to help compute the limit is 13 00:00:33,090 --> 00:00:34,080 l'Hopital's rule. 14 00:00:34,080 --> 00:00:38,050 There are other indeterminate forms for limits as well. 15 00:00:38,050 --> 00:00:41,560 So you actually saw, in lecture, another one of these, 16 00:00:41,560 --> 00:00:45,080 which was you saw a limit of the form 0 to the 0. 17 00:00:45,080 --> 00:00:49,980 So that was the limit you saw, was the limit as x goes to 0 18 00:00:49,980 --> 00:00:52,360 from the right to x to the x. 19 00:00:52,360 --> 00:00:54,370 So that was going to 0 over 0. 20 00:00:54,370 --> 00:00:57,610 And the two competing forces are that as the base of the 21 00:00:57,610 --> 00:00:58,950 limit goes to 0. 22 00:00:58,950 --> 00:01:01,830 That wants to make the whole thing get closer to 0. 23 00:01:01,830 --> 00:01:04,390 And when the exponent is going to 0, that makes the whole 24 00:01:04,390 --> 00:01:06,080 thing want to get closer to 1. 25 00:01:06,080 --> 00:01:07,880 So you have those two competing forces. 26 00:01:07,880 --> 00:01:09,470 That's why it is an indeterminate form. 27 00:01:09,470 --> 00:01:12,740 When you were solving this limit, you, first thing you 28 00:01:12,740 --> 00:01:16,790 did was you wrote it as an exponential in base e. 29 00:01:16,790 --> 00:01:22,110 So you wrote x to the x as e to the xlnx. 30 00:01:22,110 --> 00:01:23,750 So xlnx is also an indeterminate form 31 00:01:23,750 --> 00:01:25,280 as x goes 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 --> 00:01:33,560 Here I'm writing infinity to mean either positive infinity 34 00:01:33,560 --> 00:01:34,910 or negative infinity. 35 00:01:34,910 --> 00:01:37,750 So in this case, this is an indeterminate form because 36 00:01:37,750 --> 00:01:40,700 when you have one factor going to 0, that makes the whole 37 00:01:40,700 --> 00:01:42,430 product want to get closer to 0. 38 00:01:42,430 --> 00:01:44,530 Whereas when you have one factor going to infinity, 39 00:01:44,530 --> 00:01:46,900 either positive or negative, that makes the whole product 40 00:01:46,900 --> 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 xlnx, in that case, 43 00:01:54,320 --> 00:01:57,500 by rewriting it as a quotient. 44 00:01:57,500 --> 00:02:00,330 There are a few other indeterminate forms that I'd 45 00:02:00,330 --> 00:02:01,990 like to mention. 46 00:02:01,990 --> 00:02:04,460 So in particular, there are three other indeterminate 47 00:02:04,460 --> 00:02:07,890 forms not, different from these. 48 00:02:07,890 --> 00:02:10,900 And then I'll give you an example of one of them to 49 00:02:10,900 --> 00:02:12,300 solve a problem. 50 00:02:12,300 --> 00:02:15,690 so the three other indeterminate forms, there are 51 00:02:15,690 --> 00:02:18,190 two more that are 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 --> 00:02:26,410 So one of the other indeterminate forms is 54 00:02:26,410 --> 00:02:28,750 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 --> 00:02:36,170 the base is getting very very large, and the exponent is 57 00:02:36,170 --> 00:02:38,683 going to 0, well the base getting large makes the whole 58 00:02:38,683 --> 00:02:42,040 fraction want to be-- sorry-- the whole expression want to 59 00:02:42,040 --> 00:02:44,930 be large, whereas the exponent going to 0 makes the whole 60 00:02:44,930 --> 00:02:46,730 expression want to get closer to 1. 61 00:02:46,730 --> 00:02:49,160 And so those two forces are in tension, and you can end up 62 00:02:49,160 --> 00:02:53,510 with limits that equal any value when you have a limit 63 00:02:53,510 --> 00:02:55,580 like this, infinity to the 0. 64 00:02:55,580 --> 00:03:00,410 Another similar one is 1 to the infinity. 65 00:03:00,410 --> 00:03:01,770 And this is the one I'll give you an 66 00:03:01,770 --> 00:03:03,250 exercise on in a minute. 67 00:03:03,250 --> 00:03:06,450 So when you have a limit of the form 1 to the infinity, so 68 00:03:06,450 --> 00:03:09,510 something to the something where the base is going to 1 69 00:03:09,510 --> 00:03:12,760 and the exponent is going to infinity, the base going to 1 70 00:03:12,760 --> 00:03:14,480 makes this whole thing want to go to 1. 71 00:03:14,480 --> 00:03:17,840 The exponent to infinity makes this whole thing want to 72 00:03:17,840 --> 00:03:21,480 either blow up if it's a little bigger than 1, or get 73 00:03:21,480 --> 00:03:23,580 really small if it's a little smaller than 1. 74 00:03:23,580 --> 00:03:26,420 So you have, again, a tension there, and the result is 75 00:03:26,420 --> 00:03:27,730 indeterminate. 76 00:03:27,730 --> 00:03:31,400 The one sort of unusual one that you have is also-- 77 00:03:31,400 --> 00:03:34,610 which I'm not going to talk much more about-- is infinity 78 00:03:34,610 --> 00:03:35,860 minus infinity. 79 00:03:35,860 --> 00:03:38,840 80 00:03:38,840 --> 00:03:40,630 So when you have two very large things, so here I mean 81 00:03:40,630 --> 00:03:43,830 either positive infinity minus positive infinity, or negative 82 00:03:43,830 --> 00:03:45,500 infinity minus negative infinity. 83 00:03:45,500 --> 00:03:48,430 When you have two things that are both getting very large, 84 00:03:48,430 --> 00:03:50,640 their difference could also be getting very large, or it 85 00:03:50,640 --> 00:03:52,560 could be getting very small, or could be 86 00:03:52,560 --> 00:03:55,380 doing anything in between. 87 00:03:55,380 --> 00:03:57,820 So that's also an indeterminate form. 88 00:03:57,820 --> 00:04:01,400 So these are the seven indeterminate forms. When you 89 00:04:01,400 --> 00:04:04,920 have a quotient, you can always apply l'Hopital's rule. 90 00:04:04,920 --> 00:04:07,580 When you have a product, you can always rewrite it as a 91 00:04:07,580 --> 00:04:14,930 quotient, by writing for example, x squared plus 1 92 00:04:14,930 --> 00:04:16,180 times-- well, let's see-- 93 00:04:16,180 --> 00:04:18,230 94 00:04:18,230 --> 00:04:22,010 e to the minus x. 95 00:04:22,010 --> 00:04:23,110 That's a product. 96 00:04:23,110 --> 00:04:26,710 And you could always rewrite it as a quotient, for example, 97 00:04:26,710 --> 00:04:32,710 e to the minus x over 1 over x squared plus 1. 98 00:04:32,710 --> 00:04:35,350 There might even be a smarter way to rewrite this product as 99 00:04:35,350 --> 00:04:36,600 a quotient. 100 00:04:36,600 --> 00:04:38,620 101 00:04:38,620 --> 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 --> 00:04:44,790 you can use this rewriting in base e trick to turn it into a 104 00:04:44,790 --> 00:04:48,270 product, which you can then turn into a quotient. 105 00:04:48,270 --> 00:04:50,780 For the difference case, the reason I say it's unusual, is 106 00:04:50,780 --> 00:04:55,140 just that there's not a good, general method for working 107 00:04:55,140 --> 00:04:55,710 with these. 108 00:04:55,710 --> 00:04:59,590 There are a lot of special cases. 109 00:04:59,590 --> 00:04:59,850 And you sort of have to-- or what I mean is you have to 110 00:04:59,850 --> 00:05:01,890 analyze them on a case by case basis. 111 00:05:01,890 --> 00:05:06,120 There are different sort of techniques that will work. 112 00:05:06,120 --> 00:05:10,110 So let me give you an example of one of these 1 to the 113 00:05:10,110 --> 00:05:11,960 infinity kinds. 114 00:05:11,960 --> 00:05:13,240 So why don't we come over here. 115 00:05:13,240 --> 00:05:18,840 So compute the limit as x goes to 0 from the right of 1 plus 116 00:05:18,840 --> 00:05:21,170 3x to the 10 divided by x. 117 00:05:21,170 --> 00:05:25,180 So we see as x is going to 0, this base is going to 1. 118 00:05:25,180 --> 00:05:27,840 And so that makes this whole expression want to be close to 119 00:05:27,840 --> 00:05:33,160 1, whereas this exponent is going to infinity, since this 120 00:05:33,160 --> 00:05:35,570 is just a little bit bigger than 1, that makes the whole 121 00:05:35,570 --> 00:05:40,090 expression want to be big when the exponent is big. 122 00:05:40,090 --> 00:05:43,950 So you have a tension here between the base going to 1 123 00:05:43,950 --> 00:05:45,450 and the exponent going to infinity. 124 00:05:45,450 --> 00:05:48,460 So the question is, try and actually compute this limit. 125 00:05:48,460 --> 00:05:50,270 So why don't you pause the video, take a couple of 126 00:05:50,270 --> 00:05:52,360 minutes to work on this question, come back, and we 127 00:05:52,360 --> 00:05:53,610 can work on it together. 128 00:05:53,610 --> 00:06:03,440 129 00:06:03,440 --> 00:06:04,050 Welcome back. 130 00:06:04,050 --> 00:06:07,250 Hopefully you had some luck working on this problem. 131 00:06:07,250 --> 00:06:11,270 As we said, this is a limit of an indeterminate form of the 1 132 00:06:11,270 --> 00:06:12,420 to infinity type. 133 00:06:12,420 --> 00:06:14,510 As one of the three exponential types of 134 00:06:14,510 --> 00:06:18,240 indeterminate forms, a really promising first step almost 135 00:06:18,240 --> 00:06:22,090 every time is to rewrite this as a exponential expression 136 00:06:22,090 --> 00:06:23,650 with the base e. 137 00:06:23,650 --> 00:06:25,590 So we just do, so first we just do an algebraic 138 00:06:25,590 --> 00:06:28,520 manipulation on the thing we're taking the limit of, and 139 00:06:28,520 --> 00:06:31,460 then often, very often, that simplifies it into something 140 00:06:31,460 --> 00:06:34,040 that we can actually compute the limit of. 141 00:06:34,040 --> 00:06:39,150 So in particular, we have that 1 plus 3x, if we want to write 142 00:06:39,150 --> 00:06:41,600 this in exponential form. 143 00:06:41,600 --> 00:06:46,850 This is equal to e to the ln of 1 plus 3x. 144 00:06:46,850 --> 00:06:50,560 This is true of any positive number. 145 00:06:50,560 --> 00:06:54,470 Any positive number is e to the ln of it, because e and 146 00:06:54,470 --> 00:06:57,480 log are inverse functions. 147 00:06:57,480 --> 00:07:00,120 So OK, so we right it like this. 148 00:07:00,120 --> 00:07:07,210 And so that means that 1 plus 3x to the 10 over x is equal 149 00:07:07,210 --> 00:07:16,550 to e to the ln of 1 plus 3x to the 10 over x. 150 00:07:16,550 --> 00:07:19,970 And now you can use your exponent rules. 151 00:07:19,970 --> 00:07:27,960 So this is equal to e to the ln of 1 plus 3x 152 00:07:27,960 --> 00:07:32,510 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 --> 00:07:39,750 So the limit of our original expression is equal to the 155 00:07:39,750 --> 00:07:42,690 limit of this one. 156 00:07:42,690 --> 00:07:45,350 The other thing to notice is that because exponentiation is 157 00:07:45,350 --> 00:07:48,160 a nice, continuous function, in order to compute this 158 00:07:48,160 --> 00:07:52,410 limit, or the limit of this expression, it suffices-- 159 00:07:52,410 --> 00:07:57,480 just with base a constant, e-- it suffices to compute the 160 00:07:57,480 --> 00:07:59,740 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 --> 00:08:08,950 So we have the limit, so it has to be x going to the same 164 00:08:08,950 --> 00:08:16,400 place, which in this case is to 0 from the right of ln of 1 165 00:08:16,400 --> 00:08:21,500 plus 3x times 10 over x. 166 00:08:21,500 --> 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 --> 00:08:42,960 So it is an indeterminate limit-- or sorry-- an 175 00:08:42,960 --> 00:08:45,840 indeterminate product. 176 00:08:45,840 --> 00:08:48,870 177 00:08:48,870 --> 00:08:52,040 And, right, and there's an obvious way to rewrite this as 178 00:08:52,040 --> 00:08:55,950 an indeterminate quotient, which is to rewrite it as the 179 00:08:55,950 --> 00:09:08,100 limit as x goes 0 plus of ten ln of 1 plus 3x divided by x 180 00:09:08,100 --> 00:09:09,440 as x goes 0. 181 00:09:09,440 --> 00:09:15,680 So now, this is a limit where a it's an infinity-- sorry-- 182 00:09:15,680 --> 00:09:18,610 a 0 over 0. 183 00:09:18,610 --> 00:09:19,370 So OK, so good. 184 00:09:19,370 --> 00:09:20,900 So now we can apply l'Hopital's rule. 185 00:09:20,900 --> 00:09:26,250 So by l'Hopital's rule, this is equal to the limit as x 186 00:09:26,250 --> 00:09:29,420 goes to 0 on the right. 187 00:09:29,420 --> 00:09:33,790 Of, well we apply l'Hopital's rule on the top, we get 10 188 00:09:33,790 --> 00:09:40,460 over 1 plus 3x, by the chain rule, times 3. 189 00:09:40,460 --> 00:09:41,670 And on the bottom, we just get one. 190 00:09:41,670 --> 00:09:48,840 So now, OK, so this is true provided this 191 00:09:48,840 --> 00:09:51,440 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 --> 00:09:57,990 You just plug in x equals 0, and we get that 195 00:09:57,990 --> 00:10:04,390 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 --> 00:10:17,330 The limit we started out wanting to compute is e to the 199 00:10:17,330 --> 00:10:20,990 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 --> 00:10:41,200 plus 3x to the 10 over x is equal to e to the thirtieth 203 00:10:41,200 --> 00:10:44,989 power, which is pretty huge. 204 00:10:44,989 --> 00:10:53,750 OK, So that's how we-- right-- and OK, so that's the answer 205 00:10:53,750 --> 00:10:54,950 to our question. 206 00:10:54,950 --> 00:10:58,750 So we took our original limit, it was this indeterminate 207 00:10:58,750 --> 00:11:00,020 exponential form. 208 00:11:00,020 --> 00:11:02,790 So what we do to it is, when you have an indeterminate 209 00:11:02,790 --> 00:11:06,490 exponential form, you do this rewriting as an exponential in 210 00:11:06,490 --> 00:11:08,610 the base of e trick, and then you pass the 211 00:11:08,610 --> 00:11:10,040 limit into the exponent. 212 00:11:10,040 --> 00:11:12,460 Because e is now a nice constant, life is simple-- 213 00:11:12,460 --> 00:11:14,980 214 00:11:14,980 --> 00:11:16,720 life is simpler I should say-- 215 00:11:16,720 --> 00:11:18,960 you pass the limit into the constant, then you have an 216 00:11:18,960 --> 00:11:22,060 indeterminate ratio, indeterminate product, which 217 00:11:22,060 --> 00:11:24,300 you rewrite as an indeterminate ratio on which 218 00:11:24,300 --> 00:11:26,020 you can then apply l'Hopital's rule. 219 00:11:26,020 --> 00:11:29,730 Or possibly, you know, you rewrite it as a product. 220 00:11:29,730 --> 00:11:34,270 Then it's easy to see what the value is. 221 00:11:34,270 --> 00:11:37,700 So, all right, so that's how we deal with limits of 222 00:11:37,700 --> 00:11:41,050 indeterminate exponential forms. And I'll end there. 223 00:11:41,050 --> 00:11:41,101