1 00:00:00,000 --> 00:00:07,080 2 00:00:07,080 --> 00:00:07,540 JOEL LEWIS: Hi. 3 00:00:07,540 --> 00:00:09,070 Welcome back to recitation. 4 00:00:09,070 --> 00:00:10,750 In lecture, you've been learning about triple 5 00:00:10,750 --> 00:00:13,730 integration, and I have a nice average value problem for you 6 00:00:13,730 --> 00:00:15,610 using triple integration here. 7 00:00:15,610 --> 00:00:19,670 So what I'd like you to do is to consider the tetrahedron 8 00:00:19,670 --> 00:00:22,670 that has vertices at the origin, and at the points 1, 9 00:00:22,670 --> 00:00:25,750 0, 0, and 0, 1, 0, and 0, 0, 1. 10 00:00:25,750 --> 00:00:29,400 So that's one point on each of the positive axes at distance 11 00:00:29,400 --> 00:00:30,360 1 from the origin. 12 00:00:30,360 --> 00:00:34,920 So I've taken the liberty of drawing it here for you. 13 00:00:34,920 --> 00:00:38,620 So consider that solid tetrahedron. 14 00:00:38,620 --> 00:00:42,580 And what I'd like you to do is find the average distance of 15 00:00:42,580 --> 00:00:45,900 the points in that tetrahedron from the xy plane. 16 00:00:45,900 --> 00:00:46,640 All right. 17 00:00:46,640 --> 00:00:49,820 So I'd like you to compute the average value of the distance 18 00:00:49,820 --> 00:00:54,100 as the point ranges over the whole tetrahedron of its 19 00:00:54,100 --> 00:00:56,580 distance from the xy plane. 20 00:00:56,580 --> 00:01:00,590 So why don't you pause the video, spend some time working 21 00:01:00,590 --> 00:01:02,470 that out, come back, and we can work it out together. 22 00:01:02,470 --> 00:01:11,390 23 00:01:11,390 --> 00:01:13,250 Hopefully, you had some luck with this problem. 24 00:01:13,250 --> 00:01:14,500 Let's get started. 25 00:01:14,500 --> 00:01:19,660 26 00:01:19,660 --> 00:01:25,800 So the average value of a function F over a region R is 27 00:01:25,800 --> 00:01:30,370 going to be 1 over the volume of the region times the triple 28 00:01:30,370 --> 00:01:36,150 integral over your whole region R of the function value 29 00:01:36,150 --> 00:01:43,540 f of x, y, z with respect to volume, in any order you want. 30 00:01:43,540 --> 00:01:46,990 So I guess I'll write dv here, and then to evaluate this, you 31 00:01:46,990 --> 00:01:48,730 set it up as an iterated integral. 32 00:01:48,730 --> 00:01:50,740 So in our case, the function we're trying to find the 33 00:01:50,740 --> 00:01:53,810 average value of is the distance between a point and 34 00:01:53,810 --> 00:01:55,070 the xy plane. 35 00:01:55,070 --> 00:01:56,770 But that's an easy function, right? 36 00:01:56,770 --> 00:01:58,310 That's just z. 37 00:01:58,310 --> 00:02:01,950 For any point in space, its distance from the xy plane is 38 00:02:01,950 --> 00:02:02,770 just its height. 39 00:02:02,770 --> 00:02:03,790 It's z-value. 40 00:02:03,790 --> 00:02:05,620 So the function that we're seeking to find the average 41 00:02:05,620 --> 00:02:08,250 value of is z, and so most of the work of this problem then 42 00:02:08,250 --> 00:02:10,560 is going to be in figuring out what the bounds are and then 43 00:02:10,560 --> 00:02:13,850 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 --> 00:02:20,430 This tetrahedron is a nice, reasonably 47 00:02:20,430 --> 00:02:24,810 simple, geometric object. 48 00:02:24,810 --> 00:02:28,570 So in fact, it doesn't matter too much which order you take 49 00:02:28,570 --> 00:02:29,320 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 --> 00:02:40,500 If you do it a different way, it'll probably work out very 54 00:02:40,500 --> 00:02:44,890 similarly overall, and you'll still be able to compare the 55 00:02:44,890 --> 00:02:46,330 overall process. 56 00:02:46,330 --> 00:02:48,610 So let's think about z. 57 00:02:48,610 --> 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 --> 00:03:00,780 to z first. So we look at this tetrahedron and we say, OK, at 60 00:03:00,780 --> 00:03:04,490 a point when we choose the x- and y-values, what's the 61 00:03:04,490 --> 00:03:07,580 lowest surface-- what's the smallest value z can take-- 62 00:03:07,580 --> 00:03:09,550 and what's the upper surface-- what's the 63 00:03:09,550 --> 00:03:11,060 largest value z can take? 64 00:03:11,060 --> 00:03:13,500 So the lowest surface here is the xy plane. 65 00:03:13,500 --> 00:03:15,490 That's the bottom face of this tetrahedron. 66 00:03:15,490 --> 00:03:20,030 And for any choice of x and y, the lowest value z can take is 67 00:03:20,030 --> 00:03:21,710 when it's in the xy plane. 68 00:03:21,710 --> 00:03:22,960 So when it's equal to 0. 69 00:03:22,960 --> 00:03:25,660 70 00:03:25,660 --> 00:03:27,530 So this is going to be equal, so in our case, so 71 00:03:27,530 --> 00:03:28,230 let's set this up. 72 00:03:28,230 --> 00:03:31,241 So it's going to be an iterated integral. 73 00:03:31,241 --> 00:03:33,760 The function we're integrating is z, and I said 74 00:03:33,760 --> 00:03:38,500 we'll do dz dy dx. 75 00:03:38,500 --> 00:03:42,070 And we just said that the lowest value that z takes-- 76 00:03:42,070 --> 00:03:42,970 the dz-- 77 00:03:42,970 --> 00:03:43,660 is 0. 78 00:03:43,660 --> 00:03:46,330 So the up-highest value that z takes is when it 79 00:03:46,330 --> 00:03:48,250 hits this top surface. 80 00:03:48,250 --> 00:03:52,660 This plane that passes through the point (1, 0, 0), (0, 1, 81 00:03:52,660 --> 00:03:54,760 0), and (0, 0, 1). 82 00:03:54,760 --> 00:03:55,030 All right. 83 00:03:55,030 --> 00:03:57,030 So we need to know the equation of that plane. 84 00:03:57,030 --> 00:03:58,990 Luckily, that's a pretty easy plane to write down the 85 00:03:58,990 --> 00:04:00,470 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 --> 00:04:13,680 other than the origin is the plane x plus y 88 00:04:13,680 --> 00:04:16,465 plus z equals 1. 89 00:04:16,465 --> 00:04:17,160 All right. 90 00:04:17,160 --> 00:04:19,500 So it's a nice, easy plane to work with. 91 00:04:19,500 --> 00:04:21,180 And so what we want to know is what's the value 92 00:04:21,180 --> 00:04:22,450 of z on that plane. 93 00:04:22,450 --> 00:04:24,620 So we isolate z on one side and we bring 94 00:04:24,620 --> 00:04:25,200 everything else over. 95 00:04:25,200 --> 00:04:29,810 So we have that top value of z, the largest value of z that 96 00:04:29,810 --> 00:04:33,680 z can take when x and y are fixed, is 1 minus x minus 1. 97 00:04:33,680 --> 00:04:34,930 So that's what goes up here. 98 00:04:34,930 --> 00:04:37,830 99 00:04:37,830 --> 00:04:40,360 So that's the biggest value z can take. 100 00:04:40,360 --> 00:04:41,460 OK, good. 101 00:04:41,460 --> 00:04:45,410 So now we need to figure out what the bounds on y are in 102 00:04:45,410 --> 00:04:46,880 terms of x. 103 00:04:46,880 --> 00:04:50,880 So what I like to do in this case is I like to draw a 104 00:04:50,880 --> 00:04:53,110 projection of your surface. 105 00:04:53,110 --> 00:04:56,090 So then you're in a two-dimensional world, and 106 00:04:56,090 --> 00:04:58,370 then you can look at that image more easily. 107 00:04:58,370 --> 00:04:59,950 So what we're going to do is we're going to look at this 108 00:04:59,950 --> 00:05:03,330 tetrahedron and we're going to imagine projecting it down 109 00:05:03,330 --> 00:05:04,480 into the xy plane. 110 00:05:04,480 --> 00:05:06,450 So for every point in the tetrahedron, we're going to 111 00:05:06,450 --> 00:05:08,800 draw a dot below it in the xy plane. 112 00:05:08,800 --> 00:05:11,070 And then we're going to look at that set of dots. 113 00:05:11,070 --> 00:05:16,280 So what that's going to give us is this bottom face of the 114 00:05:16,280 --> 00:05:17,060 tetrahedron. 115 00:05:17,060 --> 00:05:19,520 Every point of the tetrahedron is above its bottom face. 116 00:05:19,520 --> 00:05:21,460 That's not true for every tetrahedron, but it's 117 00:05:21,460 --> 00:05:23,160 true for this one. 118 00:05:23,160 --> 00:05:24,890 So the region that we're interested in 119 00:05:24,890 --> 00:05:25,930 is that bottom face. 120 00:05:25,930 --> 00:05:28,270 So I'm going to draw another picture of it 121 00:05:28,270 --> 00:05:29,780 over on my left here. 122 00:05:29,780 --> 00:05:39,390 So that region is the region that has vertices (0, 0), and 123 00:05:39,390 --> 00:05:41,370 (1, 0), and (0, 1). 124 00:05:41,370 --> 00:05:44,050 So it's this triangle. 125 00:05:44,050 --> 00:05:48,540 And this bottom edge of the triangle is the 126 00:05:48,540 --> 00:05:49,860 line y equals 0. 127 00:05:49,860 --> 00:05:52,770 This left edge is the line x equals 0. 128 00:05:52,770 --> 00:05:58,490 And this slanted line is the line x plus y equals 1. 129 00:05:58,490 --> 00:06:03,310 OK, so this is that same bottom face that we just drew. 130 00:06:03,310 --> 00:06:06,970 But now I've changed my axes to our usual two-dimensional 131 00:06:06,970 --> 00:06:11,550 direction with x to the right and y up. 132 00:06:11,550 --> 00:06:13,560 OK. 133 00:06:13,560 --> 00:06:15,000 So we're doing dy next. 134 00:06:15,000 --> 00:06:17,370 So we need to figure out for a fixed value of x, what are the 135 00:06:17,370 --> 00:06:19,270 bounds on y? 136 00:06:19,270 --> 00:06:22,580 So we see from this picture that for any fixed value of x, 137 00:06:22,580 --> 00:06:25,130 y goes from 0-- 138 00:06:25,130 --> 00:06:26,140 the x-axis-- 139 00:06:26,140 --> 00:06:27,760 up to this line. 140 00:06:27,760 --> 00:06:28,330 OK? 141 00:06:28,330 --> 00:06:32,790 So on the x-axis, y takes the value 0, and on this line, y 142 00:06:32,790 --> 00:06:36,640 takes the value 1 minus x. 143 00:06:36,640 --> 00:06:40,910 Finally, our outermost variable of integration is x, 144 00:06:40,910 --> 00:06:43,180 and so we need to know what are the absolute largest and 145 00:06:43,180 --> 00:06:48,400 smallest values that x takes. 146 00:06:48,400 --> 00:06:50,500 So we can do that looking either at this picture or 147 00:06:50,500 --> 00:06:51,650 looking at our original picture. 148 00:06:51,650 --> 00:06:54,010 Either way, it's not hard to see that x just goes 149 00:06:54,010 --> 00:06:55,250 between 0 and 1. 150 00:06:55,250 --> 00:06:56,770 The smallest value that x takes in this 151 00:06:56,770 --> 00:06:57,680 tetrahedron is 0. 152 00:06:57,680 --> 00:07:01,320 The largest value it takes is 1. 153 00:07:01,320 --> 00:07:03,430 So that's our integral that we have to compute. 154 00:07:03,430 --> 00:07:05,350 So that's not that bad at all. 155 00:07:05,350 --> 00:07:07,050 So now you have to go through and you have to actually 156 00:07:07,050 --> 00:07:08,310 integrate this. 157 00:07:08,310 --> 00:07:08,800 Yeah? 158 00:07:08,800 --> 00:07:11,880 And so I'm going to look at my notes just to make sure I 159 00:07:11,880 --> 00:07:14,620 don't make any big arithmetic mistakes. 160 00:07:14,620 --> 00:07:16,930 So let's see. 161 00:07:16,930 --> 00:07:18,920 Now we do these one at a time. 162 00:07:18,920 --> 00:07:23,470 So this innermost integral is an integral of z dz. 163 00:07:23,470 --> 00:07:24,310 OK, well that's easy. 164 00:07:24,310 --> 00:07:26,020 That's z squared over 2. 165 00:07:26,020 --> 00:07:30,010 And then we're taking z squared over 2 between 0 and 1 166 00:07:30,010 --> 00:07:32,250 minus x minus y. 167 00:07:32,250 --> 00:07:42,520 So this innermost integral is z squared over 2 between 0 and 168 00:07:42,520 --> 00:07:45,270 1 minus x minus y. 169 00:07:45,270 --> 00:07:48,210 So that's equal to what the innermost integral gives us, 170 00:07:48,210 --> 00:07:54,170 which is 1 minus x minus y squared over 2. 171 00:07:54,170 --> 00:07:56,040 So that's what we get for the innermost integral. 172 00:07:56,040 --> 00:08:00,470 So our integral that we're looking at then is equal to 173 00:08:00,470 --> 00:08:04,430 the integral as x goes from 0 to 1, of the integral as y 174 00:08:04,430 --> 00:08:09,190 goes from 0 to 1 minus x of this integrand. 175 00:08:09,190 --> 00:08:10,250 So this is the inner one. 176 00:08:10,250 --> 00:08:11,500 Let me write that. 177 00:08:11,500 --> 00:08:15,070 178 00:08:15,070 --> 00:08:16,170 That's what I've got here. 179 00:08:16,170 --> 00:08:18,420 Just integrating z with respect to z gives me z 180 00:08:18,420 --> 00:08:19,420 squared over 2. 181 00:08:19,420 --> 00:08:23,010 And then I evaluated at the bounds of the integral. 182 00:08:23,010 --> 00:08:25,080 OK, so now I need to do the middle one. 183 00:08:25,080 --> 00:08:26,570 So let's do that up here. 184 00:08:26,570 --> 00:08:31,980 185 00:08:31,980 --> 00:08:33,540 So I need to compute the integral. 186 00:08:33,540 --> 00:08:36,625 So now I take the bounds for the middle one is y, and the 187 00:08:36,625 --> 00:08:44,940 bounds are from 0 to 1 minus x of the inner integral. 188 00:08:44,940 --> 00:08:46,270 This thing that I just computed. 189 00:08:46,270 --> 00:08:56,820 So that's of 1 minus x minus y squared over 2, dy. 190 00:08:56,820 --> 00:08:57,390 OK. 191 00:08:57,390 --> 00:08:59,060 So All right. 192 00:08:59,060 --> 00:08:59,940 So this isn't that bad. 193 00:08:59,940 --> 00:09:04,170 This is a quadratic polynomial in y. 194 00:09:04,170 --> 00:09:06,440 And so it's not terribly hard to see. 195 00:09:06,440 --> 00:09:08,990 I'm running a little bit out of board space. 196 00:09:08,990 --> 00:09:14,090 So I'm not going to give you a full, detailed explanation. 197 00:09:14,090 --> 00:09:23,900 But it's not hard to see, I think, that this integral of 1 198 00:09:23,900 --> 00:09:32,360 minus x minus y squared over 2 with respect to y is 1 minus x 199 00:09:32,360 --> 00:09:35,540 minus y cubed over 3, but it's negative, because the sign 200 00:09:35,540 --> 00:09:36,150 here is negative. 201 00:09:36,150 --> 00:09:37,970 And you could check by differentiating this and 202 00:09:37,970 --> 00:09:39,030 seeing that you get that. 203 00:09:39,030 --> 00:09:42,290 And so we have to evaluate that as y goes from 204 00:09:42,290 --> 00:09:46,350 0 to 1 minus x. 205 00:09:46,350 --> 00:09:47,040 So what do we get? 206 00:09:47,040 --> 00:09:52,050 Well, when y is equal to one minus x, this is 0. 207 00:09:52,050 --> 00:09:54,160 So we get 0 minus-- 208 00:09:54,160 --> 00:09:58,840 and when y is equal to 0, this is minus 1 minus x quantity 209 00:09:58,840 --> 00:10:00,090 cubed over 6-- 210 00:10:00,090 --> 00:10:04,840 211 00:10:04,840 --> 00:10:09,760 so it's minus minus, so that's just 1 minus x cubed over 6. 212 00:10:09,760 --> 00:10:18,530 And so finally the outermost integral is we take the inner 213 00:10:18,530 --> 00:10:22,280 two integrals and we integrate them with respect to x as x 214 00:10:22,280 --> 00:10:23,600 goes from 0 to 1. 215 00:10:23,600 --> 00:10:28,540 So it's the integral from 0 to 1 of 1 minus x 216 00:10:28,540 --> 00:10:33,590 cubed over 6, dx. 217 00:10:33,590 --> 00:10:38,640 And that's going to equal-- 218 00:10:38,640 --> 00:10:39,890 I've run out of space-- 219 00:10:39,890 --> 00:10:42,010 220 00:10:42,010 --> 00:10:44,430 1 over 24. 221 00:10:44,430 --> 00:10:44,760 All right. 222 00:10:44,760 --> 00:10:47,080 Except I've done something wrong right at the beginning. 223 00:10:47,080 --> 00:10:47,980 I hope you all caught me. 224 00:10:47,980 --> 00:10:48,540 Right? 225 00:10:48,540 --> 00:10:52,100 I had this 1 over v factor here, and it disappeared. 226 00:10:52,100 --> 00:10:52,340 Right? 227 00:10:52,340 --> 00:10:55,730 I forgot about this 1 over v, so over here, I should have 228 00:10:55,730 --> 00:10:58,170 written 1 over v right in front of that integral. 229 00:10:58,170 --> 00:11:03,130 230 00:11:03,130 --> 00:11:06,700 I've correctly computed 1 over 24 as the value of my triple 231 00:11:06,700 --> 00:11:10,750 integral, but the average height here isn't 1 over 24. 232 00:11:10,750 --> 00:11:14,720 It's 1 over 24v. All right. 233 00:11:14,720 --> 00:11:18,610 So the average height is 1 over 24v, and so we need to go 234 00:11:18,610 --> 00:11:20,190 and we need to look at our tetrahedron and figure out 235 00:11:20,190 --> 00:11:21,430 what its volume is. 236 00:11:21,430 --> 00:11:23,560 So if we come over here and see our tetrahedron. 237 00:11:23,560 --> 00:11:25,960 Now this is nice, simple tetrahedron. 238 00:11:25,960 --> 00:11:31,320 The volume of a tetrahedron is 1/3 the area of the base times 239 00:11:31,320 --> 00:11:34,170 the height, right? 240 00:11:34,170 --> 00:11:36,540 So this is a nice, easy tetrahedron. 241 00:11:36,540 --> 00:11:37,860 Its height is 1. 242 00:11:37,860 --> 00:11:40,610 Its base is a right triangle whose legs are both 1. 243 00:11:40,610 --> 00:11:44,990 So the base area is 1/2, so the volume is 1/6. 244 00:11:44,990 --> 00:11:49,070 So if the volume is 1/6, and we said the average value is 1 245 00:11:49,070 --> 00:11:52,020 over 24v, so that works out to 1 over 4. 246 00:11:52,020 --> 00:11:55,170 So let me write that just in this space. 247 00:11:55,170 --> 00:12:03,500 So the average height then is 1 over 4. 248 00:12:03,500 --> 00:12:05,860 So that's going to be our final answer. 249 00:12:05,860 --> 00:12:09,700 OK, so let's just recap briefly what we did. 250 00:12:09,700 --> 00:12:12,950 We had an average value problem that we started with. 251 00:12:12,950 --> 00:12:16,250 So we use this general formula for average value problems. 252 00:12:16,250 --> 00:12:19,030 When you have a function f that you want to take its 253 00:12:19,030 --> 00:12:22,790 average value of over a region R, what do you do? 254 00:12:22,790 --> 00:12:26,120 Well, you take 1 over the volume of the region times the 255 00:12:26,120 --> 00:12:29,360 triple integral of your function f with respect to 256 00:12:29,360 --> 00:12:31,800 volume over that region. 257 00:12:31,800 --> 00:12:32,110 OK. 258 00:12:32,110 --> 00:12:34,850 So this is the average value in general. 259 00:12:34,850 --> 00:12:37,845 In our particular case, the function was the height. 260 00:12:37,845 --> 00:12:39,690 It was z. 261 00:12:39,690 --> 00:12:44,240 And then you have to set it out choosing the proper bounds 262 00:12:44,240 --> 00:12:45,660 for your integrals. 263 00:12:45,660 --> 00:12:50,370 So in this case, you choose some order of integration 264 00:12:50,370 --> 00:12:51,250 based on the region. 265 00:12:51,250 --> 00:12:53,270 In this particular case, it's a nice, simple region. 266 00:12:53,270 --> 00:12:55,015 It doesn't matter too much what order you choose. 267 00:12:55,015 --> 00:12:57,760 268 00:12:57,760 --> 00:13:00,380 So I chose dz dy dx. 269 00:13:00,380 --> 00:13:01,410 And then what does that mean? 270 00:13:01,410 --> 00:13:04,580 So for the innermost one, you look at your original solid. 271 00:13:04,580 --> 00:13:07,080 So I'm going to go back and look at this picture again. 272 00:13:07,080 --> 00:13:10,510 So for your innermost variable you say-- so if it's z-- you 273 00:13:10,510 --> 00:13:14,400 say, so when I fix x and y, what's the bottom surface and 274 00:13:14,400 --> 00:13:18,210 what's the top surface when I solve that for z in 275 00:13:18,210 --> 00:13:19,210 terms of x and y? 276 00:13:19,210 --> 00:13:22,690 So here, that was the plane z equals 0, and the plane z 277 00:13:22,690 --> 00:13:25,250 equals 1 minus x minus y. 278 00:13:25,250 --> 00:13:27,020 So that explains my bounds over here. 279 00:13:27,020 --> 00:13:29,940 Why they were 0 and 1 minus x minus y. 280 00:13:29,940 --> 00:13:31,880 Then, when you go to your next variable-- in this 281 00:13:31,880 --> 00:13:32,980 case, it was y-- 282 00:13:32,980 --> 00:13:33,740 what do you do? 283 00:13:33,740 --> 00:13:37,310 Well, first you project to eliminate this first variable. 284 00:13:37,310 --> 00:13:40,190 So you project your region down. 285 00:13:40,190 --> 00:13:42,010 Down in this case, because it's z. 286 00:13:42,010 --> 00:13:44,350 So you project in the z-direction. 287 00:13:44,350 --> 00:13:47,600 And you draw this shadow of your region. 288 00:13:47,600 --> 00:13:48,850 So this is what I drew here. 289 00:13:48,850 --> 00:13:51,610 This is the shadow of my region in the xy plane after I 290 00:13:51,610 --> 00:13:52,490 projected it. 291 00:13:52,490 --> 00:13:53,630 And then you do the same thing. 292 00:13:53,630 --> 00:13:57,070 So now this just like what you did when you had to find 293 00:13:57,070 --> 00:14:00,600 bounds for double integrals, when you wrote them as 294 00:14:00,600 --> 00:14:04,550 iterated integrals a few lectures ago. 295 00:14:04,550 --> 00:14:07,120 296 00:14:07,120 --> 00:14:08,380 And so then you do the same thing. 297 00:14:08,380 --> 00:14:10,490 So then in this case, I was next integrating 298 00:14:10,490 --> 00:14:11,290 with respect to y. 299 00:14:11,290 --> 00:14:14,180 So I needed to find the bounds on y with respect to x. 300 00:14:14,180 --> 00:14:17,410 So I needed to look in this picture at the bottom edge and 301 00:14:17,410 --> 00:14:20,050 the top edge of this region. 302 00:14:20,050 --> 00:14:22,220 And then your outermost variable, you look at its 303 00:14:22,220 --> 00:14:23,440 absolute bounds. 304 00:14:23,440 --> 00:14:26,460 So the largest and smallest value it takes on the region. 305 00:14:26,460 --> 00:14:29,030 OK, then you have an iterated integral and you evaluate it 306 00:14:29,030 --> 00:14:32,330 by successive integrations. 307 00:14:32,330 --> 00:14:33,090 OK. 308 00:14:33,090 --> 00:14:34,110 So that was what we did. 309 00:14:34,110 --> 00:14:36,840 We just did the three integrals, starting from the 310 00:14:36,840 --> 00:14:38,300 inside and working our way out. 311 00:14:38,300 --> 00:14:39,550