1 00:00:00,283 --> 00:00:07,174 [MUSIC] Limits are probably the most important concept in this course. 2 00:00:07,174 --> 00:00:13,121 So we should really have a definition of what we mean by limit. 3 00:00:13,121 --> 00:00:19,918 Now here is what we mean by limits. To say that the limit of f of x as x 4 00:00:19,918 --> 00:00:27,471 approaches a is equal to L means that f of x can be as close to L as desired by 5 00:00:27,471 --> 00:00:32,986 making x close enough to a. There is a tons of subtlety to this 6 00:00:32,986 --> 00:00:36,050 definition so it's worth to look at an example. 7 00:00:36,050 --> 00:00:42,038 So let's take a look at this function. This is the function that takes an input 8 00:00:42,038 --> 00:00:45,070 x and spits out x^second minus one divided by by x minus one. 9 00:00:45,070 --> 00:00:49,030 So let's try plugging in number three into this function. 10 00:00:49,030 --> 00:00:54,033 So I plug in number three into this function and I have to just compute, 11 00:00:54,033 --> 00:00:55,840 right? Three squared minus one over three minus 12 00:00:55,840 --> 00:01:02,858 one well, that's three squared is nine minus one is eight three minus one is two 13 00:01:02,858 --> 00:01:08,000 and nine divided by two is four And sure enough, out of this function comes the 14 00:01:08,000 --> 00:01:13,490 number four Let's look at that example again but with a little bit more detail. 15 00:01:13,490 --> 00:01:16,432 this is actually a pretty complicated function. 16 00:01:16,432 --> 00:01:18,726 Alright? But I can open up the function. 17 00:01:18,726 --> 00:01:21,374 Alright. And take a look at how the functions 18 00:01:21,374 --> 00:01:25,670 actually doing its calculations. You can think of this function as having 19 00:01:25,670 --> 00:01:27,435 three different steps. Alright. 20 00:01:27,435 --> 00:01:31,907 One of the steps squares its input and subtracts one, and so I calculate the 21 00:01:31,907 --> 00:01:34,908 numerator. Another step just subtracts one from its 22 00:01:34,908 --> 00:01:37,615 input. The outputs of those two steps then get 23 00:01:37,615 --> 00:01:41,498 plugged into the division. And that's how I get the output of this 24 00:01:41,498 --> 00:01:45,077 big complicated function. Now, something like x^two - one, 25 00:01:45,077 --> 00:01:49,185 you could also think of that as having some, you know separate steps as well. 26 00:01:49,185 --> 00:01:51,131 But this is good for right now. Okay. 27 00:01:51,131 --> 00:01:54,644 Now let's see what happens. I take the number three and I plug it 28 00:01:54,644 --> 00:01:56,050 into the function. Alright? 29 00:01:56,050 --> 00:02:01,121 Now I'm going to be calculating the numerator and the denominator separately, 30 00:02:01,121 --> 00:02:07,151 so I'll take those 3s, and up here, I'll look at three^two - one and I'll get out 31 00:02:07,151 --> 00:02:10,646 eight. And down here, three - one became two Now 32 00:02:10,646 --> 00:02:15,718 the eight and the two get plugged into the division, and eight divided by two is 33 00:02:15,718 --> 00:02:19,076 four and that becomes the output of the function, 34 00:02:19,076 --> 00:02:22,159 right? Input's three, output is four but when I 35 00:02:22,159 --> 00:02:27,320 look at it this way, I can see how all the steps are, are playing out. 36 00:02:27,320 --> 00:02:29,907 Okay. I evaluate the function at three, but who 37 00:02:29,907 --> 00:02:32,494 cares? Well, let's try to evaluate the function 38 00:02:32,494 --> 00:02:36,037 at one instead of at three. So what happens when we plug in the 39 00:02:36,037 --> 00:02:39,356 number one into this function? I got the number one here. 40 00:02:39,356 --> 00:02:42,393 I'm going to look inside. I'm going to open up this function. 41 00:02:42,393 --> 00:02:46,499 Now imagine I've got this number one. I'm going to plug it into the function. 42 00:02:46,499 --> 00:02:48,861 All right. Now I'm going to be evaluating the 43 00:02:48,861 --> 00:02:53,192 numerator and denominator separately, so I'm going to take this one and split it 44 00:02:53,192 --> 00:02:56,229 up, and plug it into the numerator and the denominator. 45 00:02:56,229 --> 00:03:00,540 The numerator sends its input to its input squared minus one. 46 00:03:00,540 --> 00:03:08,265 So one^two minus one is zero and the same thing down here, one - one is zero Now 47 00:03:08,265 --> 00:03:14,323 I've got 0 and 0 which I'm going to be plugging in to the. 48 00:03:14,323 --> 00:03:16,781 Okay, very bad. Right? 49 00:03:16,781 --> 00:03:23,365 I'm dividing by zero and I can not proceed, so this function is not defined 50 00:03:23,365 --> 00:03:27,024 at one. So I can't plug one into the function. 51 00:03:27,024 --> 00:03:32,423 But if I wanted to figure out what the function's value was that inputs near 52 00:03:32,423 --> 00:03:35,789 one, I could do that. So let's try to plug in one point one 53 00:03:35,789 --> 00:03:39,313 instead so let's plug one point one into this function. 54 00:03:39,313 --> 00:03:44,758 I can't plug in one because I need to divide them by zero, but let's try 55 00:03:44,758 --> 00:03:49,723 plugging in one point one I'm going to open up the function again and take one 56 00:03:49,723 --> 00:03:53,968 point one plug it into the function. Now one point one is going to to be 57 00:03:53,968 --> 00:03:57,732 evaluated in the numerator and the denominator. 58 00:03:57,732 --> 00:03:59,974 one point one^second minus one is twentyone. 59 00:03:59,974 --> 00:04:04,699 And one point one minus one became one. Now twentyone and one are going into the 60 00:04:04,699 --> 00:04:07,153 division. And twentyone divided by one is two point 61 00:04:07,153 --> 00:04:11,449 one So when I evaluate the function at one pint one I get out two point one. 62 00:04:11,449 --> 00:04:17,177 Instead of just plugging in one value, let's plug in a whole bunch of values. 63 00:04:17,177 --> 00:04:21,021 We'll make a table. So use that same function again. 64 00:04:21,021 --> 00:04:26,824 F of x is x^second minus one divided by x minus one Now, I can't plug 1 into the 65 00:04:26,824 --> 00:04:32,326 function, 'because if I plug in one, I'd be dividing by zero, and I can't divide 66 00:04:32,326 --> 00:04:36,020 by zero. One isn't in the domain of this function. 67 00:04:36,020 --> 00:04:39,735 But I can plug in numbers near one, right? 68 00:04:39,735 --> 00:04:44,086 And we saw that one point one if I plug in that, I get two point one. 69 00:04:44,086 --> 00:04:47,167 Right? And if I plug in one point zero one I get 70 00:04:47,167 --> 00:04:49,886 two point zero one If I plug in 1 point zero zero one I get two point zero zero 71 00:04:49,886 --> 00:04:50,974 one. Right? 72 00:04:50,974 --> 00:04:55,233 And so on. If I plug in 1.000001 I get 2.000001. 73 00:04:55,233 --> 00:04:58,134 Right. Well, what's going on here? 74 00:04:58,134 --> 00:05:03,300 I could summarize this situation by saying the following. 75 00:05:04,440 --> 00:05:13,480 The limit of x squared minus one over x minus one as x approaches one is equal to 76 00:05:13,480 --> 00:05:15,244 two. Why is that? 77 00:05:15,244 --> 00:05:24,700 Well, this is because. I can make x^2-1 over x minus one. 78 00:05:24,700 --> 00:05:34,060 As close to two as I want. If. 79 00:05:34,060 --> 00:05:39,080 I make x. Close enough. 80 00:05:40,860 --> 00:05:43,773 To one. Lets see. 81 00:05:43,773 --> 00:05:50,209 Here's my table alright if you want the output of this function to be within a 82 00:05:50,209 --> 00:05:56,727 billionth of two all you need to do is to make sure that your input is within a 83 00:05:56,727 --> 00:06:02,186 trillionth of one alright. As long as your input is close enough to 84 00:06:02,186 --> 00:06:07,890 one you can guarantee that your output is as close to two as you like. 85 00:06:07,890 --> 00:06:10,376 This is just looking at a table of values. 86 00:06:10,376 --> 00:06:14,580 You know, maybe a dozen values and seeing what they're getting close to. 87 00:06:14,580 --> 00:06:18,488 It would be a lot better if there were a more convincing argument. 88 00:06:18,488 --> 00:06:21,093 So let's go back to our definition of limit. 89 00:06:21,093 --> 00:06:26,007 To say the limit of f of x equals l means that f of x can be made as close to l as 90 00:06:26,007 --> 00:06:30,270 you desire by making x close enough to a. And let me emphasize something. 91 00:06:30,270 --> 00:06:34,960 Close enough. But not equal. 92 00:06:34,960 --> 00:06:40,818 To a. Why does something like this matter? 93 00:06:40,818 --> 00:06:45,185 Well, let's go back to our example. In our example the function wasn't 94 00:06:45,185 --> 00:06:48,539 defined at one. But the limit doesn't depend upon the 95 00:06:48,539 --> 00:06:52,590 function's value at one. It only depends on the function's value 96 00:06:52,590 --> 00:06:56,791 near one. So x squared minus one over x minus one 97 00:06:56,791 --> 00:07:01,841 is equal to x plus one as long as x isn't equal to one right. 98 00:07:01,841 --> 00:07:05,814 As long as x isn't one this is a true statement. 99 00:07:05,814 --> 00:07:12,520 So now what's the limit as x goes to one of x squared minus one over x - one. 100 00:07:13,720 --> 00:07:17,391 Well, this is the limit as x approaches one of x. 101 00:07:17,391 --> 00:07:20,584 one = one. because the limit doesn't depend upon the 102 00:07:20,584 --> 00:07:26,012 value of the function at one. It only depends upon the values of the 103 00:07:26,012 --> 00:07:30,482 function near one. And as a result, these two things have 104 00:07:30,482 --> 00:07:34,871 the same limit. Even better the limit of x plus one, as x 105 00:07:34,871 --> 00:07:37,891 approaches one, well that's the limit of a sum. 106 00:07:37,891 --> 00:07:41,042 And the limit of a sum is the sum of the limits. 107 00:07:41,042 --> 00:07:46,490 So I can rewrite this limit as the limit as x goes to one of x plus the limit as x 108 00:07:46,490 --> 00:07:50,429 goes to one of one. And what the limit of x as x goes to one? 109 00:07:50,429 --> 00:07:55,549 Well that's asking what can I make x close to if I make x close enough to one? 110 00:07:55,549 --> 00:07:59,374 Well that's one. And the limit of one as x goes to one is 111 00:07:59,374 --> 00:08:04,721 asking me what's one close to when x is close to well there's not even an x in 112 00:08:04,721 --> 00:08:09,662 this right wiggling x doesn't affect this at all so that limits also one. 113 00:08:09,662 --> 00:08:12,640 And one plus one is two so indeed the limit. 114 00:08:12,640 --> 00:08:19,000 x^twenty two minus one divided by x - one as x approaches one is two. 115 00:08:19,000 --> 00:08:24,944 Limits provide information about what a functions values are approaching, 116 00:08:24,944 --> 00:08:28,363 alright. It's a way of accessing otherwise 117 00:08:28,363 --> 00:08:33,493 forbidden information. I might not be able to plug in the value 118 00:08:33,493 --> 00:08:37,890 one, because that would have entailed dividing by zero. 119 00:08:37,890 --> 00:08:43,590 And yet I know, that the functions output is as close to two as I like. 120 00:08:43,590 --> 00:08:47,987 As long as the input is close to but not equal to one. 121 00:08:47,987 --> 00:08:48,639