1 00:00:00,066 --> 00:00:04,797 This is a picture of Isaac Newton super famous British mathematician 2 00:00:04,797 --> 00:00:10,036 and physicist and this is the picture of Gottfried Leibniz super famous 3 00:00:10,036 --> 00:00:13,768 but maybe not as famous but maybe should be famous german 4 00:00:13,768 --> 00:00:17,017 philosopher and mathematician, he was a contemprary of Isaac Newton 5 00:00:17,017 --> 00:00:20,485 These two gentlemen together were really the founding 6 00:00:20,485 --> 00:00:24,900 fathers of the calculus and they did some of their, most of their 7 00:00:24,900 --> 00:00:27,334 major work in the late 1600's and 8 00:00:27,334 --> 00:00:29,317 this right over here is Usain Bolt 9 00:00:29,317 --> 00:00:33,085 Jamaican sprinter who's continuing to do some of his best work 10 00:00:33,085 --> 00:00:38,267 in 2012 and as early of 2012, he is the fastest human alive 11 00:00:38,267 --> 00:00:41,550 he would probably be the fastest human that has ever lived 12 00:00:41,550 --> 00:00:45,418 and you might not have made the association with these three 13 00:00:45,418 --> 00:00:48,252 gentlemen.Might not think they have lot in common but they 14 00:00:48,252 --> 00:00:52,201 were all obsessed with same fundamental question that differantial 15 00:00:52,201 --> 00:01:00,335 calculus addresses and the question is what is the instantaneous rate 16 00:01:00,335 --> 00:01:04,351 of change of something. In the case of Usain Bolt how fast is he going 17 00:01:04,351 --> 00:01:09,135 right now? Not just his average speed was for last second or his average 18 00:01:09,135 --> 00:01:13,334 speed in his next 10 seconds. How fast is he going right now? 19 00:01:13,334 --> 00:01:18,801 So this is what differential calculus is all about. Instantaneous rates of change 20 00:01:18,801 --> 00:01:26,517 differential calculus and Newton's term for differential calculus 21 00:01:26,517 --> 00:01:30,619 was the method of flexions which actually sound something fancier 22 00:01:30,619 --> 00:01:37,952 but its all about what's happening in this instant in this instant and to think about that 23 00:01:37,952 --> 00:01:41,702 why it not a super easy problem to address with the traditional 24 00:01:41,702 --> 00:01:48,150 algebra, lets draw a little graph here. So on this axis on this axis I have distance 25 00:01:48,150 --> 00:01:54,885 so now say y is equal to distance. I could have said d=distance we will see later 26 00:01:54,885 --> 00:01:58,819 in calculus d is reserved for something else.we will say y=distance 27 00:01:58,819 --> 00:02:04,767 and in this axis we will say time and i can say t=time but rather say x=time 28 00:02:04,767 --> 00:02:10,902 x=time, so if we had to plot Usain Bolt's distance as a function of time 29 00:02:10,902 --> 00:02:16,886 well in time 0 he hasn't gone anywhere he's right over there and we know at this 30 00:02:16,886 --> 00:02:23,335 gentleman is capable of travelling a 100 metres in 9.58 seconds 31 00:02:23,335 --> 00:02:27,819 so after 9.58 seconds we'll assume that this is in seconds over here, he is 32 00:02:27,819 --> 00:02:31,736 capable of going 100 metres. 100 metres. 33 00:02:31,736 --> 00:02:36,401 and so using this information we can actually figure out his average speed 34 00:02:36,401 --> 00:02:44,351 his average speed right this way his average speed is just going to be change in distance 35 00:02:44,351 --> 00:02:48,802 over his change in time 36 00:02:48,802 --> 00:02:56,186 and using the variable over here we are saying y is distance and this is change in y over 37 00:02:56,186 --> 00:03:01,619 change in x from this point to that point and this might look somewhat familiar to you 38 00:03:01,619 --> 00:03:07,152 from basic algebra.This is the slope between two points. If I have a line that connects these two points 39 00:03:07,152 --> 00:03:13,186 and if i have a line that connects two points this is the slope of that line. 40 00:03:13,186 --> 00:03:21,935 the change in distance is right over here.Change in y=100 m and our change in time is this right over 41 00:03:21,935 --> 00:03:30,751 here so our change in time is equal to 9.58 seconds we start with 0, we goto 9.58 seconds another way 42 00:03:30,751 --> 00:03:33,101 to think about it - the rise over the run 43 00:03:33,101 --> 00:03:34,752 you might have heard in your algebra class. 44 00:03:34,752 --> 00:03:37,586 It's going to be a 100 meters over 9.58 seconds. 45 00:03:37,586 --> 00:03:42,053 So this is 100 meters over 9.58 seconds. 46 00:03:42,053 --> 00:03:45,787 And the slope is essentially just the rate of change, 47 00:03:45,787 --> 00:03:47,752 or you can view it as the average rate of change, 48 00:03:47,752 --> 00:03:51,069 between these two points. And you'll see if you even follow 49 00:03:51,069 --> 00:03:54,436 the units it gives you units of speed here. 50 00:03:54,436 --> 00:03:56,980 It'd be velocity if we also specified the direction. 51 00:03:56,980 --> 00:04:00,803 And we can figure out what that is. Let me get a calculator out. 52 00:04:00,803 --> 00:04:07,137 Let me, so let me ... get the calculator on the screen. 53 00:04:07,137 --> 00:04:14,454 So we're going 100 meters in 9.58 seconds so it's around 10.4 54 00:04:14,454 --> 00:04:22,087 approximately 10.4 and then the units are meters per second. 55 00:04:22,087 --> 00:04:28,270 And that is his average speed. And what we're gonna see in a second is 56 00:04:28,270 --> 00:04:32,919 how average speed is different than instantaneous speed. 57 00:04:32,919 --> 00:04:35,121 How it's different that the speed that he might be going in any 58 00:04:35,121 --> 00:04:38,570 given moment. And just to have a concept of how fast this is 59 00:04:38,570 --> 00:04:41,636 let me get the calculator back. This is in meters per second. 60 00:04:41,636 --> 00:04:43,802 If you want to know how many meters he's going in an hour 61 00:04:43,802 --> 00:04:45,653 there's thirty-six hundred seconds in an hour. 62 00:04:45,653 --> 00:04:50,953 So he'll be able to go this many meters thirty-six hundred times. 63 00:04:50,953 --> 00:04:54,603 So that's how many meters he can, if he were able to somehow 64 00:04:54,603 --> 00:04:57,503 keep up that speed in an hour, this is how fast he is going 65 00:04:57,503 --> 00:05:00,715 in meters per hour. And then if you were to say how many miles 66 00:05:00,715 --> 00:05:03,719 per hour, there's roughly 16 hundred, and I don't know the exact number 67 00:05:03,719 --> 00:05:06,954 but roughly 16 hundred meters per mile so let's divide it 68 00:05:06,954 --> 00:05:10,986 by 1600. And so you see that this is roughly a little over 23 69 00:05:10,986 --> 00:05:14,069 about 23 and 1/2 miles per hour. This is approximately ... 70 00:05:14,069 --> 00:05:26,803 Let me write it this way, this is approximately 23.5 mph. 71 00:05:26,803 --> 00:05:28,337 Let me scroll over. 72 00:05:28,337 --> 00:05:29,738 Miles per hour. 73 00:05:29,738 --> 00:05:31,719 And relative to a car not so fast but 74 00:05:31,719 --> 00:05:34,586 relative to me extremely fast. Now, to see 75 00:05:34,586 --> 00:05:38,525 how this is different than instantaneous velocity, 76 00:05:38,525 --> 00:05:42,253 Let´s think about the potential plot of his distance relative to time 77 00:05:42,253 --> 00:05:44,921 He is not going to just go the speed immediately. 78 00:05:44,921 --> 00:05:46,538 He is not just gonna go as soon as the gun 79 00:05:46,538 --> 00:05:48,656 fires. He is not just gonna go 23 and 1/2 mph. 80 00:05:48,656 --> 00:05:51,402 All the way. He is going to have to accelerate. 81 00:05:51,402 --> 00:05:54,204 So at first, he starts off going a little bit slower. 82 00:05:54,204 --> 00:05:56,788 His slope is going to be a little bit lower. 83 00:05:56,788 --> 00:05:58,919 Than the average slope. He is going to be little bit slower. 84 00:05:58,919 --> 00:06:01,404 Then he is going to start accelerating. And so his 85 00:06:01,404 --> 00:06:05,038 speed and you see this slope here is getting steeper and steeper and steeper 86 00:06:05,038 --> 00:06:09,220 and then maybe near the end he starts tiring off a little bit. 87 00:06:09,220 --> 00:06:12,486 And so his distance part against time might be a curve 88 00:06:12,486 --> 00:06:14,337 that looks something like this. 89 00:06:14,337 --> 00:06:16,978 And what we calculated here is just the average slope across 90 00:06:16,978 --> 00:06:21,570 this change in time. We can see in any given moment 91 00:06:21,570 --> 00:06:23,470 the slope is actualy different. 92 00:06:23,470 --> 00:06:27,903 In the beginning he has a slower rate of change of 93 00:06:27,903 --> 00:06:30,487 distance. Then over here he accelerates, 94 00:06:30,487 --> 00:06:33,621 over here it seems like his rate of change of distance would be 95 00:06:33,621 --> 00:06:34,670 roughly -- or you could view it 96 00:06:34,670 --> 00:06:36,754 as a slope of the tangent line at that point -- 97 00:06:36,754 --> 00:06:38,838 it looks higher than his average. 98 00:06:38,838 --> 00:06:40,671 And then he starts to slow down again. 99 00:06:40,671 --> 00:06:43,887 ?? ... Average goes to 23.5 miles per hour. 100 00:06:43,887 --> 00:06:46,954 And I looked it up Usain Bolt´s instantaneous velocity 101 00:06:46,954 --> 00:06:48,637 his peak instantaneous velocity 102 00:06:48,637 --> 00:06:51,337 is actually close to 30 miles per hour. 103 00:06:51,337 --> 00:06:53,220 So the slope over here might be 104 00:06:53,220 --> 00:06:55,053 23... whatever miles per hour, 105 00:06:55,053 --> 00:06:57,620 but instantaneous, his fastest poin in this 106 00:06:57,620 --> 00:07:01,138 9.58 seconds is closer to 30 miles per hour. 107 00:07:01,138 --> 00:07:04,020 But you see it is not a trivial thing to do. 108 00:07:04,020 --> 00:07:05,771 You could say: OK, let me try to approximate 109 00:07:05,771 --> 00:07:07,988 the slope right over here and you 110 00:07:07,988 --> 00:07:09,269 could do that by saying : OK, 111 00:07:09,269 --> 00:07:11,003 well, what is the change in "y" 112 00:07:11,003 --> 00:07:13,138 over the change of "x" right around this. 113 00:07:13,138 --> 00:07:18,353 You could say: Let me take some change of x, 114 00:07:18,353 --> 00:07:21,020 and figure out what the change of y is around it. 115 00:07:21,020 --> 00:07:25,470 Or as we go past that. So we get that. But that would just be an approximation. 116 00:07:25,470 --> 00:07:28,404 Because you see that the slope of this curve is constantly changing. 117 00:07:28,404 --> 00:07:33,354 So what you want to do is see what happens as the change of x gets smaller and smaller. 118 00:07:33,354 --> 00:07:35,937 As the change of x gets smaller and smaller and smaller 119 00:07:35,937 --> 00:07:37,754 we are going to get better and better approximation. 120 00:07:37,754 --> 00:07:40,538 Your change in y is going to get smaller and smaller and smaller. 121 00:07:40,538 --> 00:07:43,321 So what you wanna do and we are going to get into depth of all of this 122 00:07:43,321 --> 00:07:44,821 and study it more rigorously, 123 00:07:44,821 --> 00:07:50,304 you want to take the limit as delta x aproaches zero. 124 00:07:50,304 --> 00:07:52,289 As delta x aproaches zero of 125 00:07:52,289 --> 00:07:57,554 change in y over your change in x 126 00:07:57,554 --> 00:08:00,489 and when you do that you are going to 127 00:08:00,489 --> 00:08:03,238 approach that instantaneous rate of change 128 00:08:03,238 --> 00:08:06,071 you could view it as instantaneous slope at that point of the curve. 129 00:08:06,071 --> 00:08:08,837 Or the slope of the tangent line at that point of the curve. 130 00:08:08,837 --> 00:08:12,519 Or if we use calculus terminology we would view it as the derivative. 131 00:08:12,519 --> 00:08:17,304 So the instantaneous slope is the derivative. 132 00:08:17,304 --> 00:08:20,421 And the notation we use for derivative is dy 133 00:08:20,421 --> 00:08:23,421 over dx. And that is why I reserved the letter y. 134 00:08:23,421 --> 00:08:28,137 How does this relate to word "differential"? 135 00:08:28,137 --> 00:08:32,466 This dy is differential. 136 00:08:32,466 --> 00:08:36,003 dx is a differential. And one way to conceptualize this. This is an 137 00:08:36,003 --> 00:08:40,123 infinitely small change in y, over an infinitely small change in x. 138 00:08:40,123 --> 00:08:43,820 And by getting super, super small changes in y or changes in x 139 00:08:43,820 --> 00:08:46,038 you are able to get this instantaneous slope 140 00:08:46,038 --> 00:08:47,654 or in the case of this example 141 00:08:47,654 --> 00:08:53,188 the instantaneous speed of Usain Bolt right at that moment. 142 00:08:53,188 --> 00:08:55,455 And notice, you can not just put zero hero. 143 00:08:55,455 --> 00:08:58,821 If we just put here change in x is 0 you are going to get something undefined. 144 00:08:58,821 --> 00:09:01,472 You can not divide by zeros. You take the limit. 145 00:09:01,472 --> 99:59:59,999 As it approaches zero and we will define that more rigorously in the next few videos.