1 00:00:06,916 --> 00:00:07,540 JOEL LEWIS: Hi. 2 00:00:07,540 --> 00:00:08,894 Welcome back to recitation. 3 00:00:08,894 --> 00:00:11,310 In lecture, you've been learning about triple integration, 4 00:00:11,310 --> 00:00:13,730 and I have a nice average value problem for you 5 00:00:13,730 --> 00:00:15,610 using triple integration here. 6 00:00:15,610 --> 00:00:19,810 So what I'd like you to do is to consider the tetrahedron that 7 00:00:19,810 --> 00:00:23,335 has vertices at the origin, and at the points (1, 0, 0) 8 00:00:23,335 --> 00:00:25,750 and (0, 1, 0) and (0, 0, 1). 9 00:00:25,750 --> 00:00:28,880 So that's one point on each of the positive axes, 10 00:00:28,880 --> 00:00:30,360 at distance 1 from the origin. 11 00:00:30,360 --> 00:00:34,920 So I've taken the liberty of drawing it here for you. 12 00:00:34,920 --> 00:00:38,620 So consider that solid tetrahedron. 13 00:00:38,620 --> 00:00:42,400 And what I'd like you to do is find the average distance 14 00:00:42,400 --> 00:00:45,900 of the points in that tetrahedron from the xy-plane. 15 00:00:45,900 --> 00:00:46,640 All right. 16 00:00:46,640 --> 00:00:49,820 So I'd like you to compute the average value of the distance, 17 00:00:49,820 --> 00:00:53,830 as the point ranges over the whole tetrahedron, 18 00:00:53,830 --> 00:00:56,580 of its distance from the xy-plane. 19 00:00:56,580 --> 00:00:59,577 So why don't you pause the video, 20 00:00:59,577 --> 00:01:01,410 spend some time working that out, come back, 21 00:01:01,410 --> 00:01:02,743 and we can work it out together. 22 00:01:11,292 --> 00:01:13,250 Hopefully, you had some luck with this problem. 23 00:01:13,250 --> 00:01:14,140 Let's get started. 24 00:01:19,660 --> 00:01:25,510 So the average value of a function F over a region R 25 00:01:25,510 --> 00:01:29,040 is going to be 1 over the volume of the region 26 00:01:29,040 --> 00:01:32,730 times the triple integral over your whole region 27 00:01:32,730 --> 00:01:42,470 R of the function value f of x, y, z with respect to volume, 28 00:01:42,470 --> 00:01:43,540 in any order you want. 29 00:01:43,540 --> 00:01:46,900 So I guess I'll write dV here, and then to evaluate this, 30 00:01:46,900 --> 00:01:48,730 you set it up as an iterated integral. 31 00:01:48,730 --> 00:01:50,160 So in our case, the function we're 32 00:01:50,160 --> 00:01:51,730 trying to find the average value of 33 00:01:51,730 --> 00:01:55,070 is the distance between a point and the xy-plane. 34 00:01:55,070 --> 00:01:56,770 But that's an easy function, right? 35 00:01:56,770 --> 00:01:58,310 That's just z. 36 00:01:58,310 --> 00:02:01,820 For any point in space, its distance from the xy-plane 37 00:02:01,820 --> 00:02:02,770 is just its height. 38 00:02:02,770 --> 00:02:03,534 It's z-value. 39 00:02:03,534 --> 00:02:04,950 So the function that we're seeking 40 00:02:04,950 --> 00:02:06,506 to find the average value of is z, 41 00:02:06,506 --> 00:02:08,130 and so most of the work of this problem 42 00:02:08,130 --> 00:02:10,421 then is going to be in figuring out what the bounds are 43 00:02:10,421 --> 00:02:13,850 and then doing the actual integral after that. 44 00:02:13,850 --> 00:02:14,830 So OK. 45 00:02:14,830 --> 00:02:17,890 So let's think about the bounds. 46 00:02:17,890 --> 00:02:21,250 This tetrahedron is a nice, reasonably simple, 47 00:02:21,250 --> 00:02:24,810 geometric object. 48 00:02:24,810 --> 00:02:28,160 So in fact, it doesn't matter too much which order 49 00:02:28,160 --> 00:02:29,320 you take your bounds. 50 00:02:29,320 --> 00:02:33,460 So I think I'm going to do it in the order dz dy dx. 51 00:02:33,460 --> 00:02:36,320 You know, I'll do z first, and then y, and then x. 52 00:02:36,320 --> 00:02:37,350 But it doesn't matter. 53 00:02:37,350 --> 00:02:38,860 If you do it a different way, it'll 54 00:02:38,860 --> 00:02:42,260 probably work out very similarly overall, 55 00:02:42,260 --> 00:02:46,330 and you'll still be able to compare the overall process. 56 00:02:46,330 --> 00:02:48,501 So let's think about z. 57 00:02:48,501 --> 00:02:49,000 Yeah? 58 00:02:49,000 --> 00:02:55,750 So in this tetrahedron, we want to integrate with respect 59 00:02:55,750 --> 00:02:57,290 to z first. 60 00:02:57,290 --> 00:03:00,620 So we look at this tetrahedron and we say, OK, 61 00:03:00,620 --> 00:03:02,210 at a point x and y-- you know, when 62 00:03:02,210 --> 00:03:04,010 we choose the x- and y-values, what's 63 00:03:04,010 --> 00:03:07,580 the lowest surface-- what's the smallest value z can take-- 64 00:03:07,580 --> 00:03:09,460 and what's the upper surface-- what's 65 00:03:09,460 --> 00:03:11,060 the largest value z can take? 66 00:03:11,060 --> 00:03:13,500 So the lowest surface here is the xy-plane. 67 00:03:13,500 --> 00:03:15,490 That's the bottom face of this tetrahedron. 68 00:03:15,490 --> 00:03:19,580 And for any choice of x and y, the lowest value z 69 00:03:19,580 --> 00:03:21,570 can take is when it's in the xy-plane. 70 00:03:21,570 --> 00:03:22,570 So when it's equal to 0. 71 00:03:25,386 --> 00:03:27,260 So this is going to be equal, so in our case, 72 00:03:27,260 --> 00:03:28,230 so let's set this up. 73 00:03:28,230 --> 00:03:31,241 So it's going to be an iterated integral. 74 00:03:31,241 --> 00:03:33,320 The function we're integrating is z, 75 00:03:33,320 --> 00:03:38,500 and I said we'll do dz dy dx. 76 00:03:38,500 --> 00:03:42,970 And we just said that the lowest value that z takes-- the dz-- 77 00:03:42,970 --> 00:03:43,660 is 0. 78 00:03:43,660 --> 00:03:45,870 So the highest value that z takes 79 00:03:45,870 --> 00:03:48,250 is when it hits this top surface. 80 00:03:48,250 --> 00:03:53,210 This plane that passes through the point (1, 0, 0), (0, 1, 0), 81 00:03:53,210 --> 00:03:54,531 and (0, 0, 1). 82 00:03:54,531 --> 00:03:55,030 All right. 83 00:03:55,030 --> 00:03:56,992 So we need to know the equation of that plane. 84 00:03:56,992 --> 00:03:58,450 Luckily, that's a pretty easy plane 85 00:03:58,450 --> 00:04:00,470 to write down the equation for. 86 00:04:00,470 --> 00:04:09,050 So this slanted plane passing through the three vertices 87 00:04:09,050 --> 00:04:16,465 other than the origin is the plane x plus y plus z equals 1. 88 00:04:16,465 --> 00:04:17,160 All right. 89 00:04:17,160 --> 00:04:19,239 So it's a nice, easy plane to work with. 90 00:04:19,239 --> 00:04:20,780 And so what we want to know is what's 91 00:04:20,780 --> 00:04:22,450 the value of z on that plane. 92 00:04:22,450 --> 00:04:25,200 So we isolate z on one side and we bring everything else over. 93 00:04:25,200 --> 00:04:29,590 So we have that top value of z, the largest value of z 94 00:04:29,590 --> 00:04:33,534 that z can take when x and y are fixed, is 1 minus x minus 1. 95 00:04:33,534 --> 00:04:34,700 So that's what goes up here. 96 00:04:37,830 --> 00:04:40,360 So that's the biggest value z can take. 97 00:04:40,360 --> 00:04:41,460 OK, good. 98 00:04:41,460 --> 00:04:44,690 So now we need to figure out what the bounds on y 99 00:04:44,690 --> 00:04:46,880 are in terms of x. 100 00:04:46,880 --> 00:04:49,260 So what I like to do in this case 101 00:04:49,260 --> 00:04:53,110 is I like to draw a projection of your surface. 102 00:04:53,110 --> 00:04:55,980 So then you're in a two-dimensional world, 103 00:04:55,980 --> 00:04:58,370 and then you can look at that image more easily. 104 00:04:58,370 --> 00:04:59,150 So what we're going to do is we're 105 00:04:59,150 --> 00:05:00,730 going to look at this tetrahedron 106 00:05:00,730 --> 00:05:03,330 and we're going to imagine projecting it down 107 00:05:03,330 --> 00:05:04,480 into the xy-plane. 108 00:05:04,480 --> 00:05:06,210 So for every point in the tetrahedron, 109 00:05:06,210 --> 00:05:08,800 we're going to draw a dot below it in the xy-plane. 110 00:05:08,800 --> 00:05:11,070 And then we're going to look at that set of dots. 111 00:05:11,070 --> 00:05:16,000 So what that's going to give us is this bottom face 112 00:05:16,000 --> 00:05:17,060 of the tetrahedron. 113 00:05:17,060 --> 00:05:19,477 Every point of the tetrahedron is above its bottom face. 114 00:05:19,477 --> 00:05:21,060 That's not true for every tetrahedron, 115 00:05:21,060 --> 00:05:23,160 but it's true for this one. 116 00:05:23,160 --> 00:05:24,890 So the region that we're interested in 117 00:05:24,890 --> 00:05:25,930 is that bottom face. 118 00:05:25,930 --> 00:05:29,070 So I'm going to draw another picture of it over on my left 119 00:05:29,070 --> 00:05:29,780 here. 120 00:05:29,780 --> 00:05:39,065 So that region is the region that has vertices (0, 0), 121 00:05:39,065 --> 00:05:41,370 and (1, 0), and (0, 1). 122 00:05:41,370 --> 00:05:44,050 So it's this triangle. 123 00:05:44,050 --> 00:05:48,280 And this bottom edge of the triangle 124 00:05:48,280 --> 00:05:49,860 is the line y equals 0. 125 00:05:49,860 --> 00:05:52,770 This left edge is the line x equals 0. 126 00:05:52,770 --> 00:05:58,490 And this slanted line is the line x plus y equals 1. 127 00:05:58,490 --> 00:06:03,310 OK, so this is that same bottom face that we just drew. 128 00:06:03,310 --> 00:06:06,970 But now I've changed my axes to our usual two-dimensional 129 00:06:06,970 --> 00:06:11,550 direction with x to the right and y up. 130 00:06:11,550 --> 00:06:13,560 OK. 131 00:06:13,560 --> 00:06:14,890 So we're doing dy next. 132 00:06:14,890 --> 00:06:16,640 So we need to figure out for a fixed value 133 00:06:16,640 --> 00:06:19,270 of x, what are the bounds on y? 134 00:06:19,270 --> 00:06:22,860 So we see from this picture that for any fixed value of x, y 135 00:06:22,860 --> 00:06:27,760 goes from 0-- the x-axis-- up to this line. 136 00:06:27,760 --> 00:06:28,330 OK? 137 00:06:28,330 --> 00:06:32,590 So on the x-axis, y takes the value 0, and on this line, 138 00:06:32,590 --> 00:06:36,640 y takes the value 1 minus x. 139 00:06:36,640 --> 00:06:40,160 Finally, our outermost variable of integration 140 00:06:40,160 --> 00:06:41,790 is x, and so we need to know what 141 00:06:41,790 --> 00:06:48,251 are the absolute largest and smallest values that x takes. 142 00:06:48,251 --> 00:06:50,250 So we can do that looking either at this picture 143 00:06:50,250 --> 00:06:51,708 or looking at our original picture. 144 00:06:51,708 --> 00:06:53,820 Either way, it's not hard to see that x just 145 00:06:53,820 --> 00:06:55,250 goes between 0 and 1. 146 00:06:55,250 --> 00:06:57,680 The smallest value that x takes in this tetrahedron is 0. 147 00:06:57,680 --> 00:07:01,320 The largest value it takes is 1. 148 00:07:01,320 --> 00:07:03,430 So that's our integral that we have to compute. 149 00:07:03,430 --> 00:07:04,840 So that's not that bad at all. 150 00:07:04,840 --> 00:07:06,590 So now you have to go through and you have 151 00:07:06,590 --> 00:07:08,300 to actually integrate this. 152 00:07:08,300 --> 00:07:08,800 Yeah? 153 00:07:08,800 --> 00:07:11,830 And so I'm going to look at my notes just to make sure 154 00:07:11,830 --> 00:07:14,620 I don't make any big arithmetic mistakes. 155 00:07:14,620 --> 00:07:16,930 So let's see. 156 00:07:16,930 --> 00:07:18,920 Now we do these one at a time. 157 00:07:18,920 --> 00:07:23,435 So this innermost integral is an integral of z dz. 158 00:07:23,435 --> 00:07:24,310 OK, well that's easy. 159 00:07:24,310 --> 00:07:26,020 That's z squared over 2. 160 00:07:26,020 --> 00:07:30,010 And then we're taking z squared over 2 between 0 and 1 161 00:07:30,010 --> 00:07:32,250 minus x minus y. 162 00:07:32,250 --> 00:07:42,790 So this innermost integral is z squared over 2 between 0 and 1 163 00:07:42,790 --> 00:07:45,270 minus x minus y. 164 00:07:45,270 --> 00:07:50,370 So that's equal to-- so the innermost integral gives us 1 165 00:07:50,370 --> 00:07:53,999 minus x minus y squared over 2. 166 00:07:53,999 --> 00:07:56,040 So that's what we get for the innermost integral. 167 00:07:56,040 --> 00:07:59,470 So our integral that we're looking at, then, 168 00:07:59,470 --> 00:08:02,010 is equal to the integral, as x goes 169 00:08:02,010 --> 00:08:06,240 from 0 to 1, of the integral as y goes from 0 to 1 minus x 170 00:08:06,240 --> 00:08:09,190 of this integrand. 171 00:08:09,190 --> 00:08:10,250 So this is the inner one. 172 00:08:10,250 --> 00:08:15,070 Let me write that, "inner." 173 00:08:15,070 --> 00:08:16,170 That's what I've got here. 174 00:08:16,170 --> 00:08:19,420 Just integrating z with respect to z gives me z squared over 2. 175 00:08:19,420 --> 00:08:23,010 And then I evaluated at the bounds of the integral. 176 00:08:23,010 --> 00:08:25,080 OK, so now I need to do the middle one. 177 00:08:25,080 --> 00:08:26,570 So let's do that up here. 178 00:08:31,980 --> 00:08:33,540 So I need to compute the integral. 179 00:08:33,540 --> 00:08:36,310 So now I take the bounds, so the middle one is y, 180 00:08:36,310 --> 00:08:44,937 and the bounds are from 0 to 1 minus x, of the inner integral. 181 00:08:44,937 --> 00:08:46,270 This thing that I just computed. 182 00:08:46,270 --> 00:08:56,820 So that's of 1 minus x minus y squared over 2, dy. 183 00:08:56,820 --> 00:08:57,390 OK. 184 00:08:57,390 --> 00:08:58,982 So All right. 185 00:08:58,982 --> 00:08:59,940 So this isn't that bad. 186 00:08:59,940 --> 00:09:04,170 This is a quadratic polynomial in y. 187 00:09:04,170 --> 00:09:06,440 And so it's not terribly hard to see. 188 00:09:06,440 --> 00:09:08,990 I'm running a little bit out of board space. 189 00:09:08,990 --> 00:09:14,090 So I'm not going to give you a full, detailed explanation. 190 00:09:14,090 --> 00:09:16,820 But it's not hard to see, I think, 191 00:09:16,820 --> 00:09:25,740 that this integral of 1 minus x minus y squared 192 00:09:25,740 --> 00:09:33,942 over 2 with respect to y is 1 minus x minus y cubed over 3, 193 00:09:33,942 --> 00:09:36,150 but it's negative, because the sign here is negative. 194 00:09:36,150 --> 00:09:38,240 And you could check by differentiating this and seeing 195 00:09:38,240 --> 00:09:39,030 that you get that. 196 00:09:39,030 --> 00:09:46,290 And so we have to evaluate that as y goes from 0 to 1 minus x. 197 00:09:46,290 --> 00:09:47,040 So what do we get? 198 00:09:47,040 --> 00:09:52,050 Well, when y is equal to 1 minus x, this is 0. 199 00:09:52,050 --> 00:09:58,070 So we get 0 minus-- and when y is equal to 0, this is minus 1 200 00:09:58,070 --> 00:10:02,495 minus x quantity cubed over 6-- so it's minus minus 1 201 00:10:02,495 --> 00:10:09,760 minus x cubed over 6, so that's just 1 minus x cubed over 6. 202 00:10:09,760 --> 00:10:16,210 And so finally, the outermost integral 203 00:10:16,210 --> 00:10:20,060 is we take the inner two integrals 204 00:10:20,060 --> 00:10:21,490 and we integrate them with respect 205 00:10:21,490 --> 00:10:23,600 to x as x goes from 0 to 1. 206 00:10:23,600 --> 00:10:33,590 So it's the integral from 0 to 1 of 1 minus x cubed over 6, dx. 207 00:10:33,590 --> 00:10:44,261 And that's going to equal-- I've run out of space-- 1 over 24. 208 00:10:44,261 --> 00:10:44,760 All right. 209 00:10:44,760 --> 00:10:47,080 Except I've done something wrong right at the beginning. 210 00:10:47,080 --> 00:10:47,980 I hope you all caught me. 211 00:10:47,980 --> 00:10:48,540 Right? 212 00:10:48,540 --> 00:10:51,840 I had this 1 over V factor here, and it disappeared. 213 00:10:51,840 --> 00:10:52,340 Right? 214 00:10:52,340 --> 00:10:55,370 I forgot about this 1 over V, so over here, 215 00:10:55,370 --> 00:10:57,087 I should have written 1 over V right 216 00:10:57,087 --> 00:10:58,170 in front of that integral. 217 00:11:03,130 --> 00:11:05,570 I've correctly computed 1 over 24 218 00:11:05,570 --> 00:11:07,210 as the value of my triple integral, 219 00:11:07,210 --> 00:11:10,750 but the average height here isn't 1 over 24. 220 00:11:10,750 --> 00:11:13,252 It's 1 over 24V. 221 00:11:13,252 --> 00:11:14,720 All right. 222 00:11:14,720 --> 00:11:18,007 So the average height is 1 over 24V, and so we need to go 223 00:11:18,007 --> 00:11:19,590 and we need to look at our tetrahedron 224 00:11:19,590 --> 00:11:21,430 and figure out what its volume is. 225 00:11:21,430 --> 00:11:23,560 So if we come over here and see our tetrahedron. 226 00:11:23,560 --> 00:11:25,960 Now this is nice, simple tetrahedron. 227 00:11:25,960 --> 00:11:30,140 The volume of a tetrahedron is 1/3 228 00:11:30,140 --> 00:11:34,170 the area of the base times the height, right? 229 00:11:34,170 --> 00:11:36,540 So this is a nice, easy tetrahedron. 230 00:11:36,540 --> 00:11:37,860 Its height is 1. 231 00:11:37,860 --> 00:11:40,610 Its base is a right triangle whose legs are both 1. 232 00:11:40,610 --> 00:11:44,990 So the base area is 1/2, so the volume is 1/6. 233 00:11:44,990 --> 00:11:47,250 So if the volume is 1/6, and we said 234 00:11:47,250 --> 00:11:52,020 the average value is 1 over 24V, so that works out to 1 over 4. 235 00:11:52,020 --> 00:11:55,170 So let me write that just in this space. 236 00:11:55,170 --> 00:12:03,500 So the average height then is 1 over 4. 237 00:12:03,500 --> 00:12:05,860 So that's going to be our final answer. 238 00:12:05,860 --> 00:12:09,700 OK, so let's just recap briefly what we did. 239 00:12:09,700 --> 00:12:12,950 We had an average value problem that we started with. 240 00:12:12,950 --> 00:12:16,250 So we use this general formula for average value problems. 241 00:12:16,250 --> 00:12:18,500 When you have a function f that you 242 00:12:18,500 --> 00:12:22,166 want to take its average value of over a region R, 243 00:12:22,166 --> 00:12:22,790 what do you do? 244 00:12:22,790 --> 00:12:25,630 Well, you take 1 over the volume of the region 245 00:12:25,630 --> 00:12:29,250 times the triple integral of your function f with respect 246 00:12:29,250 --> 00:12:31,610 to volume over that region. 247 00:12:31,610 --> 00:12:32,110 OK. 248 00:12:32,110 --> 00:12:34,850 So this is the average value in general. 249 00:12:34,850 --> 00:12:37,845 In our particular case, the function was the height. 250 00:12:37,845 --> 00:12:39,690 It was z. 251 00:12:39,690 --> 00:12:44,240 And then you have to set it out choosing the proper bounds 252 00:12:44,240 --> 00:12:45,660 for your integrals. 253 00:12:45,660 --> 00:12:50,370 So in this case, you choose some order of integration 254 00:12:50,370 --> 00:12:51,250 based on the region. 255 00:12:51,250 --> 00:12:53,270 In this particular case, it's a nice, simple region. 256 00:12:53,270 --> 00:12:55,311 It doesn't matter too much what order you choose. 257 00:12:57,760 --> 00:13:00,202 So I chose dz dy dx. 258 00:13:00,202 --> 00:13:01,410 And then what does that mean? 259 00:13:01,410 --> 00:13:04,580 So for the innermost one, you look at your original solid. 260 00:13:04,580 --> 00:13:07,080 So I'm going to go back and look at this picture again. 261 00:13:07,080 --> 00:13:10,340 So for your innermost variable you say-- so if it's z, 262 00:13:10,340 --> 00:13:14,250 you say, so when I fix x and y, what's the bottom surface 263 00:13:14,250 --> 00:13:18,090 and what's the top surface when I solve that for z 264 00:13:18,090 --> 00:13:19,210 in terms of x and y? 265 00:13:19,210 --> 00:13:22,080 So here, that was the plane z equals 0, 266 00:13:22,080 --> 00:13:25,250 and the plane z equals 1 minus x minus y. 267 00:13:25,250 --> 00:13:27,020 So that explains my bounds over here. 268 00:13:27,020 --> 00:13:29,789 Why they were 0 and 1 minus x minus y. 269 00:13:29,789 --> 00:13:32,080 Then, when you go to your next variable-- in this case, 270 00:13:32,080 --> 00:13:33,740 it was y-- what do you do? 271 00:13:33,740 --> 00:13:37,310 Well, first you project to eliminate this first variable. 272 00:13:37,310 --> 00:13:40,190 So you project your region down. 273 00:13:40,190 --> 00:13:42,010 Down in this case, because it's z. 274 00:13:42,010 --> 00:13:44,350 So you project in the z-direction. 275 00:13:44,350 --> 00:13:47,600 And you draw this shadow of your region. 276 00:13:47,600 --> 00:13:48,850 So this is what I drew here. 277 00:13:48,850 --> 00:13:51,220 This is the shadow of my region in the xy-plane, 278 00:13:51,220 --> 00:13:52,339 after I projected it. 279 00:13:52,339 --> 00:13:53,630 And then you do the same thing. 280 00:13:53,630 --> 00:13:56,340 So now this just like what you did 281 00:13:56,340 --> 00:13:59,650 when you had to find bounds for double integrals, when 282 00:13:59,650 --> 00:14:04,550 you wrote them as iterated integrals a few lectures ago. 283 00:14:06,964 --> 00:14:08,380 And so then you do the same thing. 284 00:14:08,380 --> 00:14:10,040 So then, in this case, I was next 285 00:14:10,040 --> 00:14:11,290 integrating with respect to y. 286 00:14:11,290 --> 00:14:14,180 So I needed to find the bounds on y with respect to x. 287 00:14:14,180 --> 00:14:16,160 So I needed to look, in this picture, 288 00:14:16,160 --> 00:14:20,050 at the bottom edge and the top edge of this region. 289 00:14:20,050 --> 00:14:21,620 And then your outermost variable, 290 00:14:21,620 --> 00:14:23,440 you look at its absolute bounds. 291 00:14:23,440 --> 00:14:26,460 So the largest and smallest value it takes on the region. 292 00:14:26,460 --> 00:14:28,060 OK, then you have an iterated integral 293 00:14:28,060 --> 00:14:32,330 and you evaluate it by successive integrations. 294 00:14:32,330 --> 00:14:33,090 OK. 295 00:14:33,090 --> 00:14:34,110 So that was what we did. 296 00:14:34,110 --> 00:14:37,250 We just did the three integrals, starting from the inside 297 00:14:37,250 --> 00:14:39,550 and working our way out.