1 00:00:00,660 --> 00:00:03,730 Let's say that I have some function, s of t, 2 00:00:03,730 --> 00:00:06,185 which is positioned as a function of time. 3 00:00:12,760 --> 00:00:15,460 And let me graph a potential s of t right over here. 4 00:00:15,460 --> 00:00:18,720 We have a horizontal axis as the time axis. 5 00:00:18,720 --> 00:00:20,140 Let me just graph something. 6 00:00:20,140 --> 00:00:22,020 I'll draw it kind of parabola-looking. 7 00:00:22,020 --> 00:00:23,603 Although I could have done it general, 8 00:00:23,603 --> 00:00:26,350 but just to make things a little bit simpler for me. 9 00:00:26,350 --> 00:00:29,890 So I'll draw it kind of parabola-looking. 10 00:00:29,890 --> 00:00:31,110 We call this the y-axis. 11 00:00:31,110 --> 00:00:38,350 We could even call this y equals s of t as a reasonable way 12 00:00:38,350 --> 00:00:42,020 to graph our position as a function of time function. 13 00:00:42,020 --> 00:00:44,420 And now let's think about what happens 14 00:00:44,420 --> 00:00:49,840 if we want to think about the change in position between two 15 00:00:49,840 --> 00:00:54,160 times, let's say between time a-- let's say that's time 16 00:00:54,160 --> 00:00:58,360 a right over there-- and then this right over here is time b. 17 00:00:58,360 --> 00:01:01,180 So time b is right over here. 18 00:01:01,180 --> 00:01:04,540 So what would be the change in position between time a 19 00:01:04,540 --> 00:01:06,800 and between time b? 20 00:01:06,800 --> 00:01:14,290 Well, at time b, we are at s of b position. 21 00:01:14,290 --> 00:01:20,380 And at time a we were at s of a position. 22 00:01:20,380 --> 00:01:22,570 So the change in position between time 23 00:01:22,570 --> 00:01:31,500 a and time b-- let me write this down-- the change in position 24 00:01:31,500 --> 00:01:33,400 between-- and this might be obvious to you, 25 00:01:33,400 --> 00:01:37,790 but I'll write it down-- between times a 26 00:01:37,790 --> 00:01:45,440 and b is going to be equal to s of b, this position, 27 00:01:45,440 --> 00:01:49,890 minus this position, minus s of a. 28 00:01:49,890 --> 00:01:52,757 So nothing earth-shattering so far. 29 00:01:52,757 --> 00:01:54,340 But now let's think about what happens 30 00:01:54,340 --> 00:01:58,470 if we take the derivative of this function right over here. 31 00:01:58,470 --> 00:02:00,320 So what happens when we take the derivative 32 00:02:00,320 --> 00:02:02,351 of a position as a function of time? 33 00:02:02,351 --> 00:02:03,850 So remember, the derivative gives us 34 00:02:03,850 --> 00:02:06,500 the slope of the tangent line at any point. 35 00:02:06,500 --> 00:02:09,430 So let's say we're looking at a point right over there, 36 00:02:09,430 --> 00:02:11,960 the slope of the tangent line. 37 00:02:11,960 --> 00:02:14,830 It tells us for a very small change in t-- 38 00:02:14,830 --> 00:02:18,330 I'm exaggerating it visually-- for a very, very small change 39 00:02:18,330 --> 00:02:21,520 in t, how much are we changing in position? 40 00:02:24,530 --> 00:02:30,860 So we write that as ds dt is the derivative of our position 41 00:02:30,860 --> 00:02:32,480 function at any given time. 42 00:02:32,480 --> 00:02:36,210 So when we're talking about the rate at which position changes 43 00:02:36,210 --> 00:02:38,850 with respect to time, what is that? 44 00:02:38,850 --> 00:02:41,380 Well, that is equal to velocity. 45 00:02:41,380 --> 00:02:44,130 So this is equal to velocity. 46 00:02:44,130 --> 00:02:46,270 But let me write this in different notations. 47 00:02:46,270 --> 00:02:48,450 So this itself is going to be a function of time. 48 00:02:48,450 --> 00:02:52,160 So we could write this is equal to s prime of t. 49 00:02:52,160 --> 00:02:53,540 These are just two different ways 50 00:02:53,540 --> 00:02:56,740 of writing the derivative of s with respect to t. 51 00:02:56,740 --> 00:02:58,220 This makes it a little bit clearer 52 00:02:58,220 --> 00:03:01,020 that this itself is a function of time. 53 00:03:01,020 --> 00:03:05,550 And we know that this is the exact same thing as velocity 54 00:03:05,550 --> 00:03:16,030 as function of time, which we will write as v of t. 55 00:03:16,030 --> 00:03:20,160 So let's graph what v of t might look like down here. 56 00:03:20,160 --> 00:03:22,270 Let's graph it. 57 00:03:22,270 --> 00:03:27,140 So let me put another axis down here that 58 00:03:27,140 --> 00:03:29,170 looks pretty close to the original. 59 00:03:29,170 --> 00:03:31,230 I'll give myself some real estate, 60 00:03:31,230 --> 00:03:33,110 so that looks pretty good. 61 00:03:33,110 --> 00:03:37,090 And then let me try to graph v of t. 62 00:03:37,090 --> 00:03:40,770 So once again, if this is my y-axis, this is my t-axis, 63 00:03:40,770 --> 00:03:43,640 and I'm going to graph y is equal to v of t. 64 00:03:43,640 --> 00:03:45,660 And if this really is a parabola, 65 00:03:45,660 --> 00:03:51,502 then the slope over here is 0, the rate of change is 0, 66 00:03:51,502 --> 00:03:52,710 and then it keeps increasing. 67 00:03:52,710 --> 00:03:54,940 The slope gets steeper and steeper and steeper. 68 00:03:54,940 --> 00:03:57,380 And so v of t might look something like this. 69 00:04:02,310 --> 00:04:08,260 So this is the graph of y is equal to v of t. 70 00:04:08,260 --> 00:04:10,600 Now, using this graph, let's think 71 00:04:10,600 --> 00:04:15,900 if we can conceptualize the distance, or the change 72 00:04:15,900 --> 00:04:19,990 in position, between time a and between time b. 73 00:04:25,190 --> 00:04:27,340 Well, let's go back to our Riemann sums. 74 00:04:27,340 --> 00:04:31,040 Let's think about what an area of a very small rectangle 75 00:04:31,040 --> 00:04:32,020 would represent. 76 00:04:32,020 --> 00:04:34,570 So let's divide this into a bunch of rectangles. 77 00:04:34,570 --> 00:04:36,790 So I'll do it fairly large rectangles 78 00:04:36,790 --> 00:04:38,730 just so we have some space to work with. 79 00:04:38,730 --> 00:04:40,830 You can imagine much smaller ones. 80 00:04:40,830 --> 00:04:42,837 And I'm going to do a left Riemann sum here, 81 00:04:42,837 --> 00:04:44,420 just because we've done those a bunch. 82 00:04:44,420 --> 00:04:45,710 But we could do it right Riemann sum. 83 00:04:45,710 --> 00:04:47,020 We could do a trapezoidal sum. 84 00:04:47,020 --> 00:04:49,030 We could do anything we want. 85 00:04:49,030 --> 00:04:51,440 And then we could keep going all the way-- actually, 86 00:04:51,440 --> 00:04:55,560 let me just do three right now. 87 00:04:55,560 --> 00:04:59,535 Let me just do three right over here. 88 00:04:59,535 --> 00:05:01,660 And so this is actually a very rough approximation, 89 00:05:01,660 --> 00:05:03,650 but you can imagine it might get closer. 90 00:05:03,650 --> 00:05:07,000 But what is the area of each of these rectangles 91 00:05:07,000 --> 00:05:10,110 trying-- what is it an approximation for? 92 00:05:10,110 --> 00:05:13,120 Well, this one right over here, you have f of a, 93 00:05:13,120 --> 00:05:15,240 or actually I should say v of a. 94 00:05:15,240 --> 00:05:18,777 So your velocity at time a is the height right over here. 95 00:05:18,777 --> 00:05:20,360 And then this distance right over here 96 00:05:20,360 --> 00:05:23,250 is a change in time, times delta t. 97 00:05:23,250 --> 00:05:27,590 So the area for that rectangle is your velocity 98 00:05:27,590 --> 00:05:30,532 at that moment times your change in time. 99 00:05:30,532 --> 00:05:31,990 What is the velocity at that moment 100 00:05:31,990 --> 00:05:33,250 times your change in time? 101 00:05:33,250 --> 00:05:35,650 Well, that's going to be your change in position. 102 00:05:35,650 --> 00:05:38,130 So this will tell you-- this is an approximation 103 00:05:38,130 --> 00:05:41,650 of your change in position over this time. 104 00:05:41,650 --> 00:05:46,200 Then the area of this rectangle is another approximation 105 00:05:46,200 --> 00:05:50,660 for your change in position over the next delta t. 106 00:05:50,660 --> 00:05:52,760 And then, you can imagine, this right over here 107 00:05:52,760 --> 00:05:54,660 is an approximation for your change 108 00:05:54,660 --> 00:05:56,669 in position for the next delta t. 109 00:05:56,669 --> 00:05:58,710 So if you really wanted to figure out your change 110 00:05:58,710 --> 00:06:01,370 in position between a and b, you might 111 00:06:01,370 --> 00:06:04,030 want to just do a Riemann sum if you wanted to approximate it. 112 00:06:04,030 --> 00:06:08,480 You would want to take the sum from i equals 1 113 00:06:08,480 --> 00:06:12,114 to i equals n of v of-- and I'll do a left Riemann sum, 114 00:06:12,114 --> 00:06:13,780 but once again, we could use a midpoint. 115 00:06:13,780 --> 00:06:14,790 We could do trapezoids. 116 00:06:14,790 --> 00:06:15,850 We could do the right Riemann sum. 117 00:06:15,850 --> 00:06:17,641 But I'll just do a left one, because that's 118 00:06:17,641 --> 00:06:24,620 what I depicted right here-- v of t of i minus 1. 119 00:06:24,620 --> 00:06:27,920 So this would be t0, would be a. 120 00:06:27,920 --> 00:06:30,710 So this is the first rectangle. 121 00:06:30,710 --> 00:06:33,956 So the first rectangle, you use the function evaluated at t0. 122 00:06:33,956 --> 00:06:35,330 For the second rectangle, you use 123 00:06:35,330 --> 00:06:37,180 the function evaluated at t1. 124 00:06:37,180 --> 00:06:40,420 We've done this in multiple videos already. 125 00:06:40,420 --> 00:06:44,900 And then we multiply it times each of the changes in time. 126 00:06:44,900 --> 00:06:50,170 This will be an approximation for our total-- 127 00:06:50,170 --> 00:06:54,900 and let me make it clear-- where delta t is 128 00:06:54,900 --> 00:07:00,536 equal to b minus a over the number of intervals we have. 129 00:07:00,536 --> 00:07:02,160 We already know, from many, many videos 130 00:07:02,160 --> 00:07:03,868 when we looked at Riemann sums, that this 131 00:07:03,868 --> 00:07:07,099 will be an approximation for two things. 132 00:07:07,099 --> 00:07:09,640 We just talked about it'll be an approximation for our change 133 00:07:09,640 --> 00:07:14,090 in position, but it's also an approximation for our area. 134 00:07:14,090 --> 00:07:15,270 So this right over here. 135 00:07:15,270 --> 00:07:22,060 So we're trying to approximate change in position. 136 00:07:24,720 --> 00:07:27,820 And this is also approximate of the area under the curve. 137 00:07:31,040 --> 00:07:33,297 So hopefully this satisfies you that if you 138 00:07:33,297 --> 00:07:35,880 are able to calculate the area under the curve-- and actually, 139 00:07:35,880 --> 00:07:38,250 this one's pretty easy, because it's a trapezoid. 140 00:07:38,250 --> 00:07:41,039 But even if this was a function, if it was a wacky function, 141 00:07:41,039 --> 00:07:42,580 it would still apply that when you're 142 00:07:42,580 --> 00:07:45,630 calculating the area under the curve of the velocity function, 143 00:07:45,630 --> 00:07:49,400 you are actually figuring out the change in position. 144 00:07:49,400 --> 00:07:51,381 These are the two things. 145 00:07:51,381 --> 00:07:52,880 Well, we already know, what could we 146 00:07:52,880 --> 00:07:57,600 do to get the exact area under the curve, 147 00:07:57,600 --> 00:07:59,930 or to get the exact change in position? 148 00:07:59,930 --> 00:08:01,720 Well, we just have a ton of rectangles. 149 00:08:01,720 --> 00:08:03,990 We take the limit as the number of rectangles 150 00:08:03,990 --> 00:08:05,940 we have approaches infinity. 151 00:08:05,940 --> 00:08:08,900 We take the limit as n approaches infinity. 152 00:08:08,900 --> 00:08:11,960 And as n approaches infinity, because delta t is 153 00:08:11,960 --> 00:08:14,450 b minus a divided by n, delta t is 154 00:08:14,450 --> 00:08:16,100 going to become infinitely small. 155 00:08:16,100 --> 00:08:19,050 It's going to turn into dt, is one way to think about it. 156 00:08:19,050 --> 00:08:22,090 And we already have notation for this. 157 00:08:22,090 --> 00:08:24,760 This is one way to think about a Riemann integral. 158 00:08:24,760 --> 00:08:26,200 We just use the left Riemann sum. 159 00:08:26,200 --> 00:08:28,340 Once again, we could use the right Riemann sum, et cetera, 160 00:08:28,340 --> 00:08:28,840 et cetera. 161 00:08:28,840 --> 00:08:30,756 We could have used a more general Riemann sum, 162 00:08:30,756 --> 00:08:31,810 but this one will work. 163 00:08:31,810 --> 00:08:34,210 So this will be equal to the definite integral 164 00:08:34,210 --> 00:08:41,620 from a to b of v of t dt. 165 00:08:41,620 --> 00:08:44,590 So this right over here is one way of saying, look, 166 00:08:44,590 --> 00:08:47,060 if we want the exact area under the curve, of the velocity 167 00:08:47,060 --> 00:08:49,800 curve, which is going to be the exact change in position 168 00:08:49,800 --> 00:08:52,120 between a and b, we can denote it this way. 169 00:08:52,120 --> 00:08:54,940 It's the limit of this Riemann sum as n approaches infinity, 170 00:08:54,940 --> 00:08:58,217 or the definite integral from a to b of v of t dt. 171 00:08:58,217 --> 00:08:59,550 But what did we just figure out? 172 00:08:59,550 --> 00:09:02,200 So remember, this is the-- we could call this 173 00:09:02,200 --> 00:09:18,650 the exact change in position between times a and b. 174 00:09:18,650 --> 00:09:20,650 But we already figured out what the exact change 175 00:09:20,650 --> 00:09:22,750 in position between times a and b are. 176 00:09:22,750 --> 00:09:26,110 It's this thing right over here. 177 00:09:26,110 --> 00:09:27,500 And so this gets interesting. 178 00:09:27,500 --> 00:09:31,732 We now have a way of evaluating this definite integral. 179 00:09:31,732 --> 00:09:33,190 Conceptually, we knew that this was 180 00:09:33,190 --> 00:09:35,274 the exact change in position between a and b. 181 00:09:35,274 --> 00:09:37,190 But we already figured out a way to figure out 182 00:09:37,190 --> 00:09:39,064 the exact change of position between a and b. 183 00:09:39,064 --> 00:09:40,690 So let me write all this down. 184 00:09:40,690 --> 00:09:43,860 We have that the definite integral between a and b 185 00:09:43,860 --> 00:09:55,500 of v of t dt is equal to s of b minus s of a 186 00:09:55,500 --> 00:10:03,150 where-- let me write this in a new color-- where s of t 187 00:10:03,150 --> 00:10:06,310 is the-- we know v of t is the derivative of s of t, 188 00:10:06,310 --> 00:10:17,147 so we can say where s of t is the antiderivative of v of t. 189 00:10:17,147 --> 00:10:18,855 And this notion, although I've written it 190 00:10:18,855 --> 00:10:21,950 in a very nontraditional-- I've used position velocity-- 191 00:10:21,950 --> 00:10:24,245 this is the second fundamental theorem of calculus. 192 00:10:26,984 --> 00:10:28,900 And you're probably wondering about the first. 193 00:10:28,900 --> 00:10:30,810 We'll talk about that in another video. 194 00:10:30,810 --> 00:10:33,460 But this is a super useful way of evaluating 195 00:10:33,460 --> 00:10:35,620 definite integrals and finding the area 196 00:10:35,620 --> 00:10:38,780 under a curve, second fundamental theorem 197 00:10:38,780 --> 00:10:42,660 of calculus, very closely tied to the first fundamental 198 00:10:42,660 --> 00:10:44,530 theorem, which we won't talk about now. 199 00:10:44,530 --> 00:10:46,600 So why is this such a big deal? 200 00:10:46,600 --> 00:10:48,970 Well, let me write it in the more general notation, 201 00:10:48,970 --> 00:10:50,761 the way that you might be used to seeing it 202 00:10:50,761 --> 00:10:51,960 in your calculus book. 203 00:10:51,960 --> 00:10:53,780 It's telling us that if we want the area 204 00:10:53,780 --> 00:10:58,260 under the curve between two x points a and b 205 00:10:58,260 --> 00:11:01,710 of f of x-- and so this is how we would denote 206 00:11:01,710 --> 00:11:04,550 the area under the curve between those two intervals. 207 00:11:04,550 --> 00:11:06,540 So let me draw that just to make it clear 208 00:11:06,540 --> 00:11:09,270 what I'm talking about in general terms. 209 00:11:09,270 --> 00:11:12,050 So this right over here could be f of x. 210 00:11:12,050 --> 00:11:15,710 And we care about the area under the curve between a and b. 211 00:11:15,710 --> 00:11:19,570 If we want to find the exact area under the curve, 212 00:11:19,570 --> 00:11:24,690 we can figure it out by taking the antiderivative of f. 213 00:11:24,690 --> 00:11:32,780 And let's just say that capital F of x is the antiderivative-- 214 00:11:32,780 --> 00:11:36,095 or is an antiderivative, because you can have multiple that 215 00:11:36,095 --> 00:11:43,916 are shifted by constants-- is an antiderivative of f. 216 00:11:43,916 --> 00:11:47,330 Then you just have to take-- evaluate-- the antiderivative 217 00:11:47,330 --> 00:11:49,440 at the endpoints and take the difference. 218 00:11:49,440 --> 00:11:52,080 So you take the endpoint first. 219 00:11:52,080 --> 00:11:56,230 I guess you subtract the antiderivative evaluated 220 00:11:56,230 --> 00:12:00,200 at the starting point from the antiderivative evaluated 221 00:12:00,200 --> 00:12:01,090 at the end point. 222 00:12:01,090 --> 00:12:07,871 So you get capital F of b minus capital F of a. 223 00:12:07,871 --> 00:12:10,370 So if you want to figure out the exact area under the curve, 224 00:12:10,370 --> 00:12:13,030 you take the antiderivative of it 225 00:12:13,030 --> 00:12:16,050 and evaluate that at the endpoint, 226 00:12:16,050 --> 00:12:18,840 and from that, you subtract the starting point. 227 00:12:18,840 --> 00:12:20,340 So hopefully, that makes sense. 228 00:12:20,340 --> 00:12:23,530 In the next few videos, we'll actually apply it.