1 00:00:06,910 --> 00:00:08,910 Welcome back to recitation. 2 00:00:08,910 --> 00:00:11,740 In this video, I'd like us to do the following problem. 3 00:00:11,740 --> 00:00:16,560 I want us to show that the function, if I integrate 4 00:00:16,560 --> 00:00:19,075 x to the n, e to the minus x from 1 to infinity, 5 00:00:19,075 --> 00:00:22,890 that that actually converges for any value of n. 6 00:00:22,890 --> 00:00:25,540 And I want us to show this without using integration 7 00:00:25,540 --> 00:00:26,980 by parts n times. 8 00:00:26,980 --> 00:00:29,370 So I'd like you to figure out a way 9 00:00:29,370 --> 00:00:32,320 to show that this integral converges. 10 00:00:32,320 --> 00:00:35,920 And again, what we mean by converges, is for a fixed value 11 00:00:35,920 --> 00:00:38,985 here, say, some b, if I let-- the limit 12 00:00:38,985 --> 00:00:43,660 as b goes to infinity, that that sequence of values 13 00:00:43,660 --> 00:00:45,150 converges to a finite number. 14 00:00:45,150 --> 00:00:48,910 That's what we mean, again, when we say an integral converges. 15 00:00:48,910 --> 00:00:50,830 Ultimately, we want to show this is finite. 16 00:00:50,830 --> 00:00:53,860 So show this is finite, without using integration 17 00:00:53,860 --> 00:00:55,060 by parts n times. 18 00:00:55,060 --> 00:00:57,250 So I'll give you a little while to work on it, 19 00:00:57,250 --> 00:00:59,660 and then I'll be back, and I will show you how I did it. 20 00:01:08,321 --> 00:01:08,820 OK. 21 00:01:08,820 --> 00:01:09,570 Welcome back. 22 00:01:09,570 --> 00:01:11,880 Well, I want to show you how we can 23 00:01:11,880 --> 00:01:15,174 show that this integral actually convergences for any n. 24 00:01:15,174 --> 00:01:17,340 And I don't want to have to use integration by parts 25 00:01:17,340 --> 00:01:21,070 and kill off powers of x in order to do that. 26 00:01:21,070 --> 00:01:23,840 So again, the integral is from 1 to infinity of x to the n, e 27 00:01:23,840 --> 00:01:25,540 to the minus x dx. 28 00:01:25,540 --> 00:01:27,450 And if you recall, Professor Jerison 29 00:01:27,450 --> 00:01:30,590 was showing, in the lecture video, 30 00:01:30,590 --> 00:01:34,510 that if you can show even from, not 1 to infinity, 31 00:01:34,510 --> 00:01:37,030 but from very far out to infinity, 32 00:01:37,030 --> 00:01:40,190 that that integral converges, from 1 33 00:01:40,190 --> 00:01:43,120 to whatever the far-out value is, this integral is finite. 34 00:01:43,120 --> 00:01:43,620 OK? 35 00:01:43,620 --> 00:01:44,270 Doesn't blow up. 36 00:01:44,270 --> 00:01:46,080 It's going to be potentially a very big number, 37 00:01:46,080 --> 00:01:47,600 but it is going to be a finite number. 38 00:01:47,600 --> 00:01:49,475 There are no places where we run into trouble 39 00:01:49,475 --> 00:01:50,370 with this function. 40 00:01:50,370 --> 00:01:53,290 It's a continuous function from 1 to infinity. 41 00:01:53,290 --> 00:01:56,150 So we can go very far out and say, OK, 42 00:01:56,150 --> 00:02:00,080 from very far out to infinity, the integral converges. 43 00:02:00,080 --> 00:02:02,250 And then that's going to be enough. 44 00:02:02,250 --> 00:02:04,470 So we did see that kind of technique earlier. 45 00:02:04,470 --> 00:02:07,364 But I just want to remind you, that's what we're going to do. 46 00:02:07,364 --> 00:02:09,280 Now, you might have thought about this problem 47 00:02:09,280 --> 00:02:12,990 and said, well, I know that x to the n 48 00:02:12,990 --> 00:02:19,450 is much smaller than e to the x for values of x very large. 49 00:02:19,450 --> 00:02:22,810 So you might have said-- I think you used this notation also 50 00:02:22,810 --> 00:02:24,560 in the lecture. x to the n is much smaller 51 00:02:24,560 --> 00:02:26,750 than e to the x for large x. 52 00:02:30,110 --> 00:02:32,810 So what if we tried to do a comparison with those two 53 00:02:32,810 --> 00:02:33,340 functions? 54 00:02:33,340 --> 00:02:35,700 We're going to see, that's not quite enough. 55 00:02:35,700 --> 00:02:39,960 But let's say x is very large, and let's look at a comparison. 56 00:02:39,960 --> 00:02:41,990 If I say, the integral from, say, 57 00:02:41,990 --> 00:02:47,620 some very large R to infinity of x to the n e to the minus x dx, 58 00:02:47,620 --> 00:02:51,960 it's certainly going to be much smaller than the integral 59 00:02:51,960 --> 00:02:55,560 from big R to infinity of e to the x times e to the minus 60 00:02:55,560 --> 00:02:58,339 x dx. 61 00:02:58,339 --> 00:02:59,880 And you think, well, you know, that's 62 00:02:59,880 --> 00:03:01,690 a pretty good first step. 63 00:03:01,690 --> 00:03:02,660 I'm doing all right. 64 00:03:02,660 --> 00:03:03,710 But what happens here? 65 00:03:03,710 --> 00:03:06,050 What's e to the x times e to the minus x? 66 00:03:06,050 --> 00:03:10,290 It's e to the x plus negative x, so it's e to the 0, so it's 1. 67 00:03:10,290 --> 00:03:12,880 So this is integrating the constant 1. 68 00:03:12,880 --> 00:03:15,230 Well, the constant 1 from R to infinity, think of that. 69 00:03:15,230 --> 00:03:17,720 It's the line y equals 1 from R to infinity. 70 00:03:17,720 --> 00:03:20,190 It's an arbitrarily long rectangle. 71 00:03:20,190 --> 00:03:21,760 That's got a lot of area. 72 00:03:21,760 --> 00:03:23,200 It's got infinite area. 73 00:03:23,200 --> 00:03:26,379 So this integral diverges. 74 00:03:26,379 --> 00:03:28,170 That doesn't mean this one diverges, right? 75 00:03:28,170 --> 00:03:29,920 Because this one is smaller than that one. 76 00:03:29,920 --> 00:03:31,950 So this one here could still converge, 77 00:03:31,950 --> 00:03:34,659 even though this integral diverged. 78 00:03:34,659 --> 00:03:35,700 Again, let me remind you. 79 00:03:35,700 --> 00:03:36,991 Why does this integral diverge? 80 00:03:36,991 --> 00:03:38,760 Because this is actually equal to 1. 81 00:03:38,760 --> 00:03:40,610 If I integrate 1 from R to infinity, 82 00:03:40,610 --> 00:03:42,450 I get something infinite. 83 00:03:42,450 --> 00:03:43,990 So you might have started with that, 84 00:03:43,990 --> 00:03:46,600 but that's not quite good enough. 85 00:03:46,600 --> 00:03:47,700 Right? 86 00:03:47,700 --> 00:03:49,480 What is going to be good enough, is 87 00:03:49,480 --> 00:03:53,560 if I pick any constant in front of this n-- 88 00:03:53,560 --> 00:03:55,850 I can put any constant in front of this n I want, 89 00:03:55,850 --> 00:03:57,010 bigger than 1. 90 00:03:57,010 --> 00:03:58,590 And that's going to help us out. 91 00:03:58,590 --> 00:04:00,300 So I'm going to pick the constant 2, 92 00:04:00,300 --> 00:04:03,071 because it's going to be easy, and it's a nice fixed number. 93 00:04:03,071 --> 00:04:08,430 If I-- so this is how you do it correctly, or one strategy 94 00:04:08,430 --> 00:04:10,020 to do it correctly. 95 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, 96 00:04:14,940 --> 00:04:18,640 there's some R big enough so that x to the 2n 97 00:04:18,640 --> 00:04:23,820 is much less than e to the x for all x 98 00:04:23,820 --> 00:04:26,950 bigger than or equal to some R. 99 00:04:26,950 --> 00:04:31,090 So if I go far enough out in x-values, x to the 2n 100 00:04:31,090 --> 00:04:34,060 is much smaller than e to the x. 101 00:04:34,060 --> 00:04:37,520 So let's say that that value is capital R, 102 00:04:37,520 --> 00:04:39,600 and then we're much smaller. 103 00:04:39,600 --> 00:04:41,690 This is not very formal, but it's getting closer 104 00:04:41,690 --> 00:04:43,590 to a formal kind of thing. 105 00:04:43,590 --> 00:04:45,520 Then that means x to the n is much smaller 106 00:04:45,520 --> 00:04:48,661 than e to the x over 2. 107 00:04:48,661 --> 00:04:49,160 Right? 108 00:04:49,160 --> 00:04:50,960 And that's going to be the key. 109 00:04:50,960 --> 00:04:53,430 Let's anticipate why that is. 110 00:04:53,430 --> 00:04:56,080 The problem with the substitution of e to the x 111 00:04:56,080 --> 00:04:59,380 was that e to the x times e to the minus x gave you 1. 112 00:04:59,380 --> 00:05:01,170 But if I use e to the x over 2, I'm 113 00:05:01,170 --> 00:05:02,870 going to end up with some function, 114 00:05:02,870 --> 00:05:04,380 e to the minus something, and that's 115 00:05:04,380 --> 00:05:07,040 going to be good, because that's going to converge. 116 00:05:07,040 --> 00:05:10,110 So if you tried e to the x first, 117 00:05:10,110 --> 00:05:12,620 and you saw you didn't get a good function, 118 00:05:12,620 --> 00:05:14,190 you didn't have to stop there. 119 00:05:14,190 --> 00:05:15,790 You could say, well, I was close. 120 00:05:15,790 --> 00:05:19,020 The problem is, I cancelled off all the e to the minus power, 121 00:05:19,020 --> 00:05:20,960 which is what I want to keep around. 122 00:05:20,960 --> 00:05:22,770 If I want to keep some of that around, 123 00:05:22,770 --> 00:05:25,554 then I have to have a little less power of e to the x there. 124 00:05:25,554 --> 00:05:27,470 I have to have-- I can't just have e to the x. 125 00:05:27,470 --> 00:05:29,790 I should have something like square root of e to the x. 126 00:05:29,790 --> 00:05:31,570 So e to the x over 2. 127 00:05:31,570 --> 00:05:33,340 That's going to help us out. 128 00:05:33,340 --> 00:05:35,440 So this is, this is kind of, as you're 129 00:05:35,440 --> 00:05:37,180 working on this type of problem, this 130 00:05:37,180 --> 00:05:41,260 is some of the thought process you want to go through. 131 00:05:41,260 --> 00:05:42,480 So what do we see here? 132 00:05:42,480 --> 00:05:46,490 We have x to the n is much less than e to the x over 2 133 00:05:46,490 --> 00:05:48,580 for x bigger than or equal to r. 134 00:05:48,580 --> 00:05:50,200 So now let's do a comparison with 135 00:05:50,200 --> 00:05:51,960 our new comparative function. 136 00:05:51,960 --> 00:05:54,829 So I'm going to come over, and this will be our last line 137 00:05:54,829 --> 00:05:55,620 to finish this off. 138 00:05:55,620 --> 00:05:59,860 So now we're integrating from R to infinity x to the n, 139 00:05:59,860 --> 00:06:02,520 e to the minus x dx. 140 00:06:02,520 --> 00:06:06,010 And we know that's going to be much less than integral 141 00:06:06,010 --> 00:06:15,460 from R to infinity, e to the x over 2, e to the minus x dx. 142 00:06:15,460 --> 00:06:17,960 And now let's figure out what this is. 143 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. 144 00:06:27,790 --> 00:06:31,510 And the good news is, this is, we know this converges. 145 00:06:31,510 --> 00:06:34,010 I'll check, and I'll show you, remind you that it converges. 146 00:06:34,010 --> 00:06:35,134 But we know this converges. 147 00:06:35,134 --> 00:06:38,210 And the reason is, because e to the minus x is a function that 148 00:06:38,210 --> 00:06:40,030 decays so fast as it goes to 0. 149 00:06:40,030 --> 00:06:43,090 That's really why you get the convergence. 150 00:06:43,090 --> 00:06:47,250 Actually, you could even compare this to x to the minus 2 151 00:06:47,250 --> 00:06:47,949 right away. 152 00:06:47,949 --> 00:06:49,490 And you could get something like, you 153 00:06:49,490 --> 00:06:53,460 know this decays faster than x to the minus 2, 154 00:06:53,460 --> 00:06:55,100 and we know x to the minus 2 converges. 155 00:06:55,100 --> 00:06:57,230 So you could even compare it to that. 156 00:06:57,230 --> 00:06:59,256 You could do a second comparison in here. 157 00:06:59,256 --> 00:07:00,630 But I'll actually calculate this, 158 00:07:00,630 --> 00:07:02,460 just to remind us how we do this. 159 00:07:02,460 --> 00:07:04,400 So e to the minus x over 2. 160 00:07:04,400 --> 00:07:06,750 If I want to find an antiderivative, 161 00:07:06,750 --> 00:07:08,590 I'm going to guess and check. 162 00:07:08,590 --> 00:07:11,370 I know I'm going to have an e to the minus x over 2 again, 163 00:07:11,370 --> 00:07:14,270 and then I need to be able to kill off a negative 1/2. 164 00:07:14,270 --> 00:07:16,300 So I should put a negative 2 in front. 165 00:07:16,300 --> 00:07:18,080 Let's double check. 166 00:07:18,080 --> 00:07:20,330 This is basically a substitution problem. 167 00:07:20,330 --> 00:07:22,120 An easy substitution. 168 00:07:22,120 --> 00:07:23,340 So e to the minus x over 2. 169 00:07:23,340 --> 00:07:28,230 Its derivative is negative 1/2 x, and then itself again. 170 00:07:28,230 --> 00:07:30,750 The negative 1/2 times negative 2 gives me a 1. 171 00:07:30,750 --> 00:07:33,640 So again, I'm just, it's an easy substitution problem, 172 00:07:33,640 --> 00:07:35,340 but I always want to check. 173 00:07:35,340 --> 00:07:38,280 So I evaluate that from R to infinity. 174 00:07:38,280 --> 00:07:43,160 Well, the point is, e to the minus infinity-- this is 0. 175 00:07:43,160 --> 00:07:47,010 As x goes to infinity, this quantity goes to 0. 176 00:07:47,010 --> 00:07:50,820 So I get 0 minus a negative 2, so plus 2, e 177 00:07:50,820 --> 00:07:53,460 to the minus R over 2. 178 00:07:53,460 --> 00:07:56,780 For some fixed, big R. Well, that's finite. 179 00:07:56,780 --> 00:07:58,460 That's a finite number. 180 00:07:58,460 --> 00:07:59,360 So we come back here. 181 00:07:59,360 --> 00:08:01,210 This integral converges. 182 00:08:01,210 --> 00:08:03,260 That integral was this integral. 183 00:08:03,260 --> 00:08:05,580 And this integral, then, is bigger than this one. 184 00:08:05,580 --> 00:08:07,550 So this one converges. 185 00:08:07,550 --> 00:08:09,050 Now, this had a lot of pieces to it, 186 00:08:09,050 --> 00:08:11,280 so I'm going to remind us sort of what was happening. 187 00:08:11,280 --> 00:08:13,030 So let's go back to the original function, 188 00:08:13,030 --> 00:08:15,410 and I'll just take us back through one more time. 189 00:08:15,410 --> 00:08:15,910 OK. 190 00:08:15,910 --> 00:08:18,350 So the original problem was, show 191 00:08:18,350 --> 00:08:21,445 that this integral from 1 to infinity of x to the n e 192 00:08:21,445 --> 00:08:24,310 to the minus x dx converges. 193 00:08:24,310 --> 00:08:27,210 And I reminded you that you knew from lecture 194 00:08:27,210 --> 00:08:29,300 that if I could show that it converged 195 00:08:29,300 --> 00:08:31,940 for some very large number down here to infinity, 196 00:08:31,940 --> 00:08:34,570 that was sufficient, because this function is 197 00:08:34,570 --> 00:08:36,334 continuous from 1 to infinity. 198 00:08:36,334 --> 00:08:37,750 I don't have to worry about places 199 00:08:37,750 --> 00:08:41,564 where I might get infinite area in a finite interval. 200 00:08:41,564 --> 00:08:43,980 I'm always going to have finite area in a finite interval. 201 00:08:43,980 --> 00:08:47,470 So if I start at some big R to infinity and that converges, 202 00:08:47,470 --> 00:08:48,230 then I'm good. 203 00:08:48,230 --> 00:08:51,330 Because from 1 to R, that'll be finite. 204 00:08:51,330 --> 00:08:53,180 So then the point is, you want to compare. 205 00:08:53,180 --> 00:08:56,660 And I mentioned a comparison that doesn't quite work, 206 00:08:56,660 --> 00:08:58,510 but is a good first test. 207 00:08:58,510 --> 00:09:00,360 Because you know x to the n is much 208 00:09:00,360 --> 00:09:03,050 less than e to the x for a sufficiently large x. 209 00:09:03,050 --> 00:09:05,440 You might think to compare it to that, 210 00:09:05,440 --> 00:09:08,430 but the problem again was when we do that substitution, we 211 00:09:08,430 --> 00:09:10,920 actually get an integral that diverges. 212 00:09:10,920 --> 00:09:13,410 But a divergent integral bigger than something 213 00:09:13,410 --> 00:09:15,270 doesn't mean this one diverges. 214 00:09:15,270 --> 00:09:17,510 If the divergence was-- the inequality 215 00:09:17,510 --> 00:09:20,340 was the other way, then you could show this one diverged. 216 00:09:20,340 --> 00:09:22,810 But we actually show convergence this way. 217 00:09:22,810 --> 00:09:25,150 Or we're trying to show convergence in this direction, 218 00:09:25,150 --> 00:09:28,200 so we need to say, if this one converges, then 219 00:09:28,200 --> 00:09:29,540 that one converges. 220 00:09:29,540 --> 00:09:33,080 This diverging doesn't tell us anything about this. 221 00:09:33,080 --> 00:09:34,090 So then we say, OK. 222 00:09:34,090 --> 00:09:36,400 This one didn't work, but it almost worked. 223 00:09:36,400 --> 00:09:40,260 So what if I figure out a way to compare x to the n 224 00:09:40,260 --> 00:09:42,690 to a slightly smaller thing than e to the x? 225 00:09:42,690 --> 00:09:46,015 And that slightly smaller thing is e to the x over 2. 226 00:09:46,015 --> 00:09:47,390 It's not really slightly smaller. 227 00:09:47,390 --> 00:09:51,430 But the smaller function is e to the x over 2. 228 00:09:51,430 --> 00:09:51,930 OK? 229 00:09:51,930 --> 00:09:54,180 And this is a way to think about how that works. 230 00:09:54,180 --> 00:09:56,458 Is that for any power of x to the 2n, 231 00:09:56,458 --> 00:09:57,833 I can still get it smaller than e 232 00:09:57,833 --> 00:09:59,666 to the x for some sufficiently large number. 233 00:09:59,666 --> 00:10:01,911 OK? 234 00:10:01,911 --> 00:10:03,910 And you don't even have to think about these R's 235 00:10:03,910 --> 00:10:04,660 as being the same. 236 00:10:04,660 --> 00:10:07,270 I can change them, I can make this bigger. 237 00:10:07,270 --> 00:10:09,320 This doesn't compare to this problem, also. 238 00:10:09,320 --> 00:10:11,760 So don't be confused by those two R's. 239 00:10:11,760 --> 00:10:12,260 OK. 240 00:10:12,260 --> 00:10:14,890 So then we found something we wanted to compare x to the n 241 00:10:14,890 --> 00:10:16,170 with. 242 00:10:16,170 --> 00:10:18,290 Then we come back over here, and we actually 243 00:10:18,290 --> 00:10:20,290 see that we get a good comparison, because we're 244 00:10:20,290 --> 00:10:24,010 able to see that the integral on the right-hand side converges. 245 00:10:24,010 --> 00:10:27,166 This integral is bigger than this integral. 246 00:10:27,166 --> 00:10:28,540 So this integral converges, so we 247 00:10:28,540 --> 00:10:30,260 know this integral converges. 248 00:10:30,260 --> 00:10:33,160 And then, the integral from 1 to R of this 249 00:10:33,160 --> 00:10:34,900 is finite, so the integral from 1 250 00:10:34,900 --> 00:10:37,580 to infinity of this converges. 251 00:10:37,580 --> 00:10:39,990 And that's sort of the strategy for doing 252 00:10:39,990 --> 00:10:41,260 these types of problems. 253 00:10:41,260 --> 00:10:41,760 OK. 254 00:10:41,760 --> 00:10:43,400 That's where I'll stop.