1 00:00:00,000 --> 00:00:06,910 2 00:00:06,910 --> 00:00:08,910 Welcome back to recitation. 3 00:00:08,910 --> 00:00:11,740 In this video, I'd like us to do the following problem. 4 00:00:11,740 --> 00:00:16,660 I want us to show that the function, if I integrate x to 5 00:00:16,660 --> 00:00:19,820 the n, e to the minus x from 1 to infinity, that that 6 00:00:19,820 --> 00:00:23,540 actually converges for any value of n, and I want us to 7 00:00:23,540 --> 00:00:26,980 show this without using integration by parts n times. 8 00:00:26,980 --> 00:00:30,440 So I'd like you to figure out a way to show that this 9 00:00:30,440 --> 00:00:32,320 integral converges. 10 00:00:32,320 --> 00:00:35,580 And again, what we mean by converges, is for a fixed 11 00:00:35,580 --> 00:00:39,740 value here, say, some b, if I let, as the limit is b goes to 12 00:00:39,740 --> 00:00:44,330 infinity, that that sequence of values converges to a 13 00:00:44,330 --> 00:00:45,150 finite number. 14 00:00:45,150 --> 00:00:46,440 That's what we mean, again, when we 15 00:00:46,440 --> 00:00:48,910 say an integral converges. 16 00:00:48,910 --> 00:00:50,830 Ultimately, we want to show this is finite. 17 00:00:50,830 --> 00:00:53,940 So show this is finite, without using integration by 18 00:00:53,940 --> 00:00:55,060 parts n times. 19 00:00:55,060 --> 00:00:57,550 So I'll give you a little while to work on it, and then 20 00:00:57,550 --> 00:00:59,660 I'll be back, and I will show you how I did it. 21 00:00:59,660 --> 00:01:08,550 22 00:01:08,550 --> 00:01:08,820 OK. 23 00:01:08,820 --> 00:01:09,570 Welcome back. 24 00:01:09,570 --> 00:01:13,140 Well, I want to show you how we can show that this integral 25 00:01:13,140 --> 00:01:15,240 actually convergences for any n. 26 00:01:15,240 --> 00:01:17,850 And I don't want to have to use integration by parts and 27 00:01:17,850 --> 00:01:21,070 kill off powers of x in order to do that. 28 00:01:21,070 --> 00:01:23,840 So again, the integral is from 1 to infinity of x to the n, e 29 00:01:23,840 --> 00:01:25,540 to the minus x dx. 30 00:01:25,540 --> 00:01:29,080 And if you recall, Professor Jerison was showing, in the 31 00:01:29,080 --> 00:01:34,090 lecture video, that if you can show even from, not 1 to 32 00:01:34,090 --> 00:01:37,690 infinity, but from very far out to infinity, that that 33 00:01:37,690 --> 00:01:41,640 integral converges, from 1 to whatever the far out value is, 34 00:01:41,640 --> 00:01:43,360 this integral is finite. 35 00:01:43,360 --> 00:01:43,620 OK? 36 00:01:43,620 --> 00:01:44,270 Doesn't blow up. 37 00:01:44,270 --> 00:01:46,540 It's going to be potentially a very big number, but it is 38 00:01:46,540 --> 00:01:47,600 going to be a finite number. 39 00:01:47,600 --> 00:01:48,980 There are no places where we run into 40 00:01:48,980 --> 00:01:50,370 trouble with this function. 41 00:01:50,370 --> 00:01:53,290 It's a continuous function from 1 to infinity. 42 00:01:53,290 --> 00:01:57,430 So we can go very far out and say, OK, from very far out to 43 00:01:57,430 --> 00:02:00,080 infinity, the integral converges. 44 00:02:00,080 --> 00:02:02,250 And then that's going to be enough. 45 00:02:02,250 --> 00:02:04,470 So we did see that kind of technique earlier. 46 00:02:04,470 --> 00:02:07,630 But I just want to remind you, that's what we're going to do. 47 00:02:07,630 --> 00:02:09,620 Now, you might have thought about this problem and said, 48 00:02:09,620 --> 00:02:14,800 well, I know that x to the n is much smaller than e to the 49 00:02:14,800 --> 00:02:19,450 x for values of x very large. 50 00:02:19,450 --> 00:02:21,160 So you might have said-- 51 00:02:21,160 --> 00:02:23,810 I think you used this notation also in the lecture. x to the 52 00:02:23,810 --> 00:02:26,750 n is much smaller than e to the x for large x. 53 00:02:26,750 --> 00:02:30,110 54 00:02:30,110 --> 00:02:31,770 So what if we tried to do a comparison 55 00:02:31,770 --> 00:02:33,340 with those two functions? 56 00:02:33,340 --> 00:02:35,700 We're going to see, that's not quite enough. 57 00:02:35,700 --> 00:02:38,920 But let's say x is very large, and let's look at a 58 00:02:38,920 --> 00:02:39,960 comparison. 59 00:02:39,960 --> 00:02:43,230 If I say, the integral from, say, some very large r to 60 00:02:43,230 --> 00:02:48,160 infinity of x to the n, e to the minus x dx, it's certainly 61 00:02:48,160 --> 00:02:52,700 going to be much smaller than the integral from big r to 62 00:02:52,700 --> 00:02:58,630 infinity of e to the x times e to the minus x dx. 63 00:02:58,630 --> 00:02:59,960 And you think, well, you know, that's a 64 00:02:59,960 --> 00:03:01,690 pretty good first step. 65 00:03:01,690 --> 00:03:02,660 I'm doing all right. 66 00:03:02,660 --> 00:03:03,710 But what happens here? 67 00:03:03,710 --> 00:03:06,050 What's e to the x times e to the minus x? 68 00:03:06,050 --> 00:03:08,550 It's e to the x plus negative x, so it's e to 69 00:03:08,550 --> 00:03:10,290 the 0, so it's 1. 70 00:03:10,290 --> 00:03:12,880 So this is integrating the constant 1. 71 00:03:12,880 --> 00:03:15,230 Well, the constant 1 from r to infinity, think of that. 72 00:03:15,230 --> 00:03:17,720 It's the line y equals 1 from r to infinity. 73 00:03:17,720 --> 00:03:20,190 It's an arbitrarily long rectangle. 74 00:03:20,190 --> 00:03:21,760 That's got a lot of area. 75 00:03:21,760 --> 00:03:23,200 It's got infinite area. 76 00:03:23,200 --> 00:03:26,400 So this integral diverges. 77 00:03:26,400 --> 00:03:28,170 That doesn't mean this one diverges, right? 78 00:03:28,170 --> 00:03:29,810 Because this one is smaller than that one. 79 00:03:29,810 --> 00:03:33,240 So this one here could still converge, even though this 80 00:03:33,240 --> 00:03:34,870 integral diverged. 81 00:03:34,870 --> 00:03:35,700 Again, let me remind you. 82 00:03:35,700 --> 00:03:36,900 Why does this integral diverge? 83 00:03:36,900 --> 00:03:38,760 Because this is actually equal to 1. 84 00:03:38,760 --> 00:03:40,760 If I integrate 1 from r to infinity, I 85 00:03:40,760 --> 00:03:42,450 get something infinite. 86 00:03:42,450 --> 00:03:45,200 So you might have started with that, but that's not quite 87 00:03:45,200 --> 00:03:46,600 good enough. 88 00:03:46,600 --> 00:03:47,700 Right? 89 00:03:47,700 --> 00:03:51,420 What is going to be good enough, is if I pick any 90 00:03:51,420 --> 00:03:53,560 constant in front of this n-- 91 00:03:53,560 --> 00:03:55,240 I can put any constant in front of this n I 92 00:03:55,240 --> 00:03:57,010 want, bigger than 1. 93 00:03:57,010 --> 00:03:58,590 And that's going to help us out. 94 00:03:58,590 --> 00:04:01,390 So I'm going to pick the constant 2, because it's going 95 00:04:01,390 --> 00:04:03,071 to be easy, and it's a nice fixed number. 96 00:04:03,071 --> 00:04:04,690 If I-- 97 00:04:04,690 --> 00:04:08,540 so this is how you do it correctly, or one strategy to 98 00:04:08,540 --> 00:04:10,020 do it correctly. 99 00:04:10,020 --> 00:04:14,940 If I take x to the 2n, instead of just x to the n, for any n, 100 00:04:14,940 --> 00:04:19,330 there's some r big enough so that x to the 2n is much less 101 00:04:19,330 --> 00:04:24,208 than e to the x for all x bigger than sum, bigger than 102 00:04:24,208 --> 00:04:25,458 or equal to sum r. 103 00:04:25,458 --> 00:04:26,950 104 00:04:26,950 --> 00:04:31,410 So if I go far enough out in x-values, x to the 2n is much 105 00:04:31,410 --> 00:04:34,060 smaller than e to the x. 106 00:04:34,060 --> 00:04:37,670 So let's say that value is capital R, and 107 00:04:37,670 --> 00:04:39,600 then we're much smaller. 108 00:04:39,600 --> 00:04:41,900 This is not very formal, but it's getting closer to a 109 00:04:41,900 --> 00:04:43,590 formal kind of thing. 110 00:04:43,590 --> 00:04:45,902 Then that means x to the n is much smaller than e 111 00:04:45,902 --> 00:04:48,880 to the x over 2. 112 00:04:48,880 --> 00:04:49,160 Right? 113 00:04:49,160 --> 00:04:50,960 And that's going to be the key. 114 00:04:50,960 --> 00:04:53,430 Let's anticipate why that is. 115 00:04:53,430 --> 00:04:56,350 The problem with the substitution of e to the x was 116 00:04:56,350 --> 00:04:59,380 that e to the x times e to the minus x gave you 1. 117 00:04:59,380 --> 00:05:01,830 But if I use e to the x over 2, I'm going to end up with 118 00:05:01,830 --> 00:05:04,540 some function, e to the minus something, and that's going to 119 00:05:04,540 --> 00:05:07,040 be good, because that's going to converge. 120 00:05:07,040 --> 00:05:11,000 So if you tried e to the x first, and you saw you didn't 121 00:05:11,000 --> 00:05:14,190 get a good function, you didn't have to stop there. 122 00:05:14,190 --> 00:05:15,790 You could say, well, I was close. 123 00:05:15,790 --> 00:05:18,580 The problem is, I cancelled off all the e to the minus 124 00:05:18,580 --> 00:05:20,960 power, which is what I want to keep around. 125 00:05:20,960 --> 00:05:23,540 If I want to keep some of that around, then I have to have a 126 00:05:23,540 --> 00:05:26,440 little less power of e to the x there. 127 00:05:26,440 --> 00:05:27,470 I have to have, I can't just have e to the x. 128 00:05:27,470 --> 00:05:29,790 I should have something like square root of e to the x. 129 00:05:29,790 --> 00:05:31,570 So e to the x over 2. 130 00:05:31,570 --> 00:05:33,340 That's going to help us out. 131 00:05:33,340 --> 00:05:36,370 So this is, this is kind of, as you're working on this type 132 00:05:36,370 --> 00:05:39,535 of problem, this is some of the thought process you want 133 00:05:39,535 --> 00:05:41,260 to go through. 134 00:05:41,260 --> 00:05:42,480 So what do we see here? 135 00:05:42,480 --> 00:05:46,490 We have x to the n is much less than e to the x over 2 136 00:05:46,490 --> 00:05:48,580 for x bigger than or equal to r. 137 00:05:48,580 --> 00:05:50,340 So now let's do a comparison with our 138 00:05:50,340 --> 00:05:51,960 new comparative function. 139 00:05:51,960 --> 00:05:54,960 So I'm going to come over, and this will be our last line to 140 00:05:54,960 --> 00:05:55,620 finish this off. 141 00:05:55,620 --> 00:06:00,052 So now we're integrating from r to infinity x to the n, e to 142 00:06:00,052 --> 00:06:02,520 the minus x dx. 143 00:06:02,520 --> 00:06:06,420 And we know that's going to be much less than integral from r 144 00:06:06,420 --> 00:06:15,460 to infinity, e to the x over 2, e to the minus x dx. 145 00:06:15,460 --> 00:06:17,960 And now let's figure out what this is. 146 00:06:17,960 --> 00:06:21,930 e to the minus x plus x over 2 is e to the minus x over 2. 147 00:06:21,930 --> 00:06:27,790 148 00:06:27,790 --> 00:06:31,800 And the good news is, this is, we know this converges. 149 00:06:31,800 --> 00:06:34,010 I'll check, and I'll show you, remind you that it converges. 150 00:06:34,010 --> 00:06:35,070 But we know this converges. 151 00:06:35,070 --> 00:06:38,120 And the reason is, because e to the minus x is a function 152 00:06:38,120 --> 00:06:40,030 that decays so fast as it goes to 0. 153 00:06:40,030 --> 00:06:43,090 That's really why you get the convergence. 154 00:06:43,090 --> 00:06:47,010 Actually, you could even compare this to x to the minus 155 00:06:47,010 --> 00:06:48,300 2 right away. 156 00:06:48,300 --> 00:06:51,530 And you could get something like, you know this decays 157 00:06:51,530 --> 00:06:54,043 faster than x to the minus 2, and we know x 158 00:06:54,043 --> 00:06:55,100 to the minus 2 converges. 159 00:06:55,100 --> 00:06:57,230 So you could even compare it to that. 160 00:06:57,230 --> 00:06:59,330 You could do a second comparison in here. 161 00:06:59,330 --> 00:07:01,430 But I'll actually calculate this, just to remind 162 00:07:01,430 --> 00:07:02,460 us how we do this. 163 00:07:02,460 --> 00:07:04,400 So e to the minus x over 2. 164 00:07:04,400 --> 00:07:07,020 If I want to find an antiderivative, I'm going to 165 00:07:07,020 --> 00:07:08,590 guess and check. 166 00:07:08,590 --> 00:07:11,370 I know I'm going to have an e to the minus x over 2 again, 167 00:07:11,370 --> 00:07:14,270 and then I need to be able to kill off a negative 1/2. 168 00:07:14,270 --> 00:07:16,300 So I should put a negative 2 in front. 169 00:07:16,300 --> 00:07:18,080 Let's double check. 170 00:07:18,080 --> 00:07:20,330 This is basically a substitution problem. 171 00:07:20,330 --> 00:07:22,120 An easy substitution. 172 00:07:22,120 --> 00:07:23,340 So e to the minus x over 2. 173 00:07:23,340 --> 00:07:28,230 Its derivative is negative 1/2 x, and then itself again. 174 00:07:28,230 --> 00:07:30,750 The negative 1/2 times negative 2 gives me a 1. 175 00:07:30,750 --> 00:07:33,770 So again, I'm just, it's an easy substitution problem, but 176 00:07:33,770 --> 00:07:35,340 I always want to check. 177 00:07:35,340 --> 00:07:38,280 So I evaluate that from r to infinity. 178 00:07:38,280 --> 00:07:42,100 Well, the point is, e to the minus infinity-- 179 00:07:42,100 --> 00:07:43,160 this is 0. 180 00:07:43,160 --> 00:07:47,010 As x goes to infinity, this quantity goes to 0. 181 00:07:47,010 --> 00:07:51,070 So I get 0 minus a negative 2, so plus 2, e to the 182 00:07:51,070 --> 00:07:53,460 minus r over 2. 183 00:07:53,460 --> 00:07:55,150 For some fixed, big r. 184 00:07:55,150 --> 00:07:56,780 Well, that's finite. 185 00:07:56,780 --> 00:07:58,460 That's a finite number. 186 00:07:58,460 --> 00:07:59,360 So we come back here. 187 00:07:59,360 --> 00:08:01,210 This integral converges. 188 00:08:01,210 --> 00:08:03,260 That integral was this integral. 189 00:08:03,260 --> 00:08:05,580 And this integral, then, is bigger than this one. 190 00:08:05,580 --> 00:08:07,790 So this one converges. 191 00:08:07,790 --> 00:08:09,750 Now, this had a lot of pieces to it, so I'm going to remind 192 00:08:09,750 --> 00:08:11,280 us sort of what was happening. 193 00:08:11,280 --> 00:08:13,190 So let's go back to the original function, and I'll 194 00:08:13,190 --> 00:08:15,680 just take us back through one more time. 195 00:08:15,680 --> 00:08:15,910 OK. 196 00:08:15,910 --> 00:08:19,650 So the original problem was, show that this integral from 1 197 00:08:19,650 --> 00:08:24,310 to infinity of x to the n e to the minus x dx converges. 198 00:08:24,310 --> 00:08:27,560 And I reminded you that you knew from lecture that if I 199 00:08:27,560 --> 00:08:30,500 could show that it converged for some very large number 200 00:08:30,500 --> 00:08:33,760 down here to infinity, that was sufficient, because this 201 00:08:33,760 --> 00:08:36,380 function is continuous from 1 to infinity. 202 00:08:36,380 --> 00:08:39,500 I don't have to worry about places where I might get 203 00:08:39,500 --> 00:08:41,970 infinite area in a finite interval. 204 00:08:41,970 --> 00:08:42,930 I'm always going to have finite area 205 00:08:42,930 --> 00:08:43,980 and a finite interval. 206 00:08:43,980 --> 00:08:47,470 So if I start at some big R to infinity and that converges, 207 00:08:47,470 --> 00:08:48,230 then I'm good. 208 00:08:48,230 --> 00:08:51,330 Because from 1 to r, that'll be finite. 209 00:08:51,330 --> 00:08:53,180 So then the point is, you want to compare. 210 00:08:53,180 --> 00:08:56,830 And I mentioned, a comparison that doesn't quite work, but 211 00:08:56,830 --> 00:09:00,360 is a good first test. Because you know x to the n is much 212 00:09:00,360 --> 00:09:03,050 less than e to the x for a sufficiently large x. 213 00:09:03,050 --> 00:09:06,420 You might think to compare it to that, but the problem again 214 00:09:06,420 --> 00:09:08,870 was when we do that substitution, we actually get 215 00:09:08,870 --> 00:09:10,920 an integral that diverges. 216 00:09:10,920 --> 00:09:13,760 But a divergent integral bigger than something doesn't 217 00:09:13,760 --> 00:09:15,270 mean this one diverges. 218 00:09:15,270 --> 00:09:18,360 If the divergence was on, the inequality was the other way, 219 00:09:18,360 --> 00:09:20,340 then you could show this one diverged. 220 00:09:20,340 --> 00:09:22,810 But we actually show convergence this way. 221 00:09:22,810 --> 00:09:25,150 Or we're trying to show convergence in this direction, 222 00:09:25,150 --> 00:09:28,070 so we need to say, if this one converges, 223 00:09:28,070 --> 00:09:29,540 then that one converges. 224 00:09:29,540 --> 00:09:33,080 This diverging doesn't tell us anything about this. 225 00:09:33,080 --> 00:09:34,090 So then we say, OK. 226 00:09:34,090 --> 00:09:36,400 This one didn't work, but it almost worked. 227 00:09:36,400 --> 00:09:40,420 So what if I figure out a way to compare x to the n to a 228 00:09:40,420 --> 00:09:42,690 slightly smaller thing than e to the x? 229 00:09:42,690 --> 00:09:46,150 And that slightly smaller thing is e to the x over 2. 230 00:09:46,150 --> 00:09:47,390 It's not really slightly smaller. 231 00:09:47,390 --> 00:09:51,620 But the smaller function is e to the x over 2. 232 00:09:51,620 --> 00:09:51,930 OK? 233 00:09:51,930 --> 00:09:54,180 And this is a way to think about how that works. 234 00:09:54,180 --> 00:09:57,300 Is that for any power of x to the 2n, I can still get it 235 00:09:57,300 --> 00:09:58,600 smaller than e to the x for some 236 00:09:58,600 --> 00:09:59,585 sufficiently large number. 237 00:09:59,585 --> 00:10:02,040 OK? 238 00:10:02,040 --> 00:10:03,910 And you don't even have to think about these R's 239 00:10:03,910 --> 00:10:04,660 as being the same. 240 00:10:04,660 --> 00:10:07,270 I can change them, I can make this bigger. 241 00:10:07,270 --> 00:10:09,320 This doesn't compare to this problem, also. 242 00:10:09,320 --> 00:10:12,000 So don't be confused by those two R's. 243 00:10:12,000 --> 00:10:12,260 OK. 244 00:10:12,260 --> 00:10:13,650 So then we found something we wanted to 245 00:10:13,650 --> 00:10:16,170 compare x to the n with. 246 00:10:16,170 --> 00:10:18,850 Then we come back over here, and we actually see that we 247 00:10:18,850 --> 00:10:21,590 get a good comparison, because we're able to see that the 248 00:10:21,590 --> 00:10:24,010 integral on the right hand side converges. 249 00:10:24,010 --> 00:10:27,200 This integral is bigger than this integral. 250 00:10:27,200 --> 00:10:28,670 So this integral converges, so we know 251 00:10:28,670 --> 00:10:30,260 this integral converges. 252 00:10:30,260 --> 00:10:34,450 And then, the integral from 1 to r of this is finite, so the 253 00:10:34,450 --> 00:10:37,580 integral from 1 to infinity of this converges. 254 00:10:37,580 --> 00:10:40,370 And that's sort of the strategy for doing these types 255 00:10:40,370 --> 00:10:40,440 of 256 00:10:40,440 --> 00:10:41,760 problems. OK. 257 00:10:41,760 --> 00:10:43,400 That's where I'll stop.