1 00:00:00,000 --> 00:00:07,330 JOEL LEWIS: Hi. 2 00:00:07,330 --> 00:00:08,830 Welcome back to recitation. 3 00:00:08,830 --> 00:00:11,277 We've been talking about Taylor series and different sorts 4 00:00:11,277 --> 00:00:12,860 of manipulations you can do with them, 5 00:00:12,860 --> 00:00:14,757 and different examples of Taylor series. 6 00:00:14,757 --> 00:00:16,340 So I have an example here that I don't 7 00:00:16,340 --> 00:00:17,620 think you've seen in lecture. 8 00:00:17,620 --> 00:00:21,480 So this is the Taylor series 1 plus 2x plus 3 x 9 00:00:21,480 --> 00:00:26,510 squared plus 4 x cubed plus 5 x to the fourth, and so on. 10 00:00:26,510 --> 00:00:29,680 I'm going to tell you that this is a Taylor series for a fairly 11 00:00:29,680 --> 00:00:31,287 nice function. 12 00:00:31,287 --> 00:00:33,370 And what I'd like you to do, is try and figure out 13 00:00:33,370 --> 00:00:34,700 what that function is. 14 00:00:34,700 --> 00:00:37,830 Now, I'm kind of sending you off onto this task 15 00:00:37,830 --> 00:00:39,400 without giving you much guidance, 16 00:00:39,400 --> 00:00:41,400 so let me give you a little bit of a hint, which 17 00:00:41,400 --> 00:00:43,879 is that the thing to do here, is you 18 00:00:43,879 --> 00:00:45,920 have a bunch of different tools that you know how 19 00:00:45,920 --> 00:00:47,590 to manipulate Taylor series by. 20 00:00:47,590 --> 00:00:50,880 So you know how to, you know, do calculus on Taylor series, 21 00:00:50,880 --> 00:00:52,520 you can take derivatives and integrals, 22 00:00:52,520 --> 00:00:55,640 you know how to add and multiply and perform 23 00:00:55,640 --> 00:00:57,040 these sorts of manipulations. 24 00:00:57,040 --> 00:00:58,900 So you might think of a manipulation 25 00:00:58,900 --> 00:01:01,100 you could perform on this Taylor series that'll 26 00:01:01,100 --> 00:01:03,800 make it a simpler expression, or something you're already 27 00:01:03,800 --> 00:01:05,440 familiar with, or so on. 28 00:01:05,440 --> 00:01:10,390 So let me give you some time to work on that. 29 00:01:10,390 --> 00:01:11,710 Think about it for a while. 30 00:01:11,710 --> 00:01:13,970 Try and come up with the expression for this Taylor 31 00:01:13,970 --> 00:01:14,640 series. 32 00:01:14,640 --> 00:01:16,900 And come back, and we can work on it together. 33 00:01:26,009 --> 00:01:28,300 So hopefully you had some luck working on this problem, 34 00:01:28,300 --> 00:01:31,880 and figured out what the right manipulation to use is. 35 00:01:31,880 --> 00:01:35,330 I didn't-- I kind of tossed it at you without a whole lot 36 00:01:35,330 --> 00:01:37,830 of guidance, and I don't think you've done a lot of examples 37 00:01:37,830 --> 00:01:38,880 like this before. 38 00:01:38,880 --> 00:01:42,400 So it's a little tricky. 39 00:01:42,400 --> 00:01:44,750 So what I suggested was that you think about things 40 00:01:44,750 --> 00:01:51,930 that you know how to do that could be used to simplify this. 41 00:01:51,930 --> 00:01:56,270 So looking at it, it's just one Taylor series. 42 00:01:56,270 --> 00:01:59,430 So it's not clear that sort of Taylor series arithmetic 43 00:01:59,430 --> 00:02:00,740 is going to help you very much. 44 00:02:00,740 --> 00:02:03,370 It's not obviously a substitution 45 00:02:03,370 --> 00:02:06,657 of some value into some other Taylor series 46 00:02:06,657 --> 00:02:07,740 that you're familiar with. 47 00:02:07,740 --> 00:02:12,220 It's not obviously, say, a sum of two Taylor series 48 00:02:12,220 --> 00:02:15,150 that you already know very well. 49 00:02:15,150 --> 00:02:19,340 So those things don't, aren't immediately, 50 00:02:19,340 --> 00:02:22,320 it's not clear where to go with them. 51 00:02:22,320 --> 00:02:26,180 One thing that does pop out-- well, OK. 52 00:02:26,180 --> 00:02:29,184 So let's talk about some of the other tools that I mentioned. 53 00:02:29,184 --> 00:02:30,600 We have calculus on Taylor series. 54 00:02:30,600 --> 00:02:32,650 So we have differentiation. 55 00:02:32,650 --> 00:02:35,350 And if you take-- so we see here that the coefficients are 56 00:02:35,350 --> 00:02:37,410 sort of a linear polynomial. 57 00:02:37,410 --> 00:02:39,550 If you take a derivative, what happens is, 58 00:02:39,550 --> 00:02:44,090 well, this becomes 2 plus 6x plus 12x 59 00:02:44,090 --> 00:02:46,080 squared plus 20x cubed. 60 00:02:46,080 --> 00:02:48,740 And those coefficients, 2, 6, 12, 20, those 61 00:02:48,740 --> 00:02:51,730 are given by a quadratic polynomial. 62 00:02:51,730 --> 00:02:55,360 So that makes our life kind of more complicated, somehow. 63 00:02:55,360 --> 00:03:00,450 But if we look at this, we see that integrating this power 64 00:03:00,450 --> 00:03:02,110 series is really easy to do. 65 00:03:02,110 --> 00:03:05,014 This power series has a really nice antiderivative. 66 00:03:05,014 --> 00:03:06,555 So what I'm going to do, is I'm going 67 00:03:06,555 --> 00:03:11,980 to call this power series by the name f of x. 68 00:03:11,980 --> 00:03:13,930 And then what I'd like you to notice, 69 00:03:13,930 --> 00:03:18,730 is that the antiderivative of f of x 70 00:03:18,730 --> 00:03:21,480 dx-- well, we can integrate power series termwise. 71 00:03:21,480 --> 00:03:24,119 And so what we get is-- well, so all right. 72 00:03:24,119 --> 00:03:25,660 So I'm going to do-- I'm going to put 73 00:03:25,660 --> 00:03:27,700 the constant of integration first. 74 00:03:27,700 --> 00:03:33,360 So the antiderivative of this is c plus-- well, 1, 75 00:03:33,360 --> 00:03:36,660 you take its integral and you get x. 76 00:03:36,660 --> 00:03:39,655 And 2x, you take its integral, and you just 77 00:03:39,655 --> 00:03:41,550 get plus x squared. 78 00:03:41,550 --> 00:03:44,370 And 3 x squared, you take its integral 79 00:03:44,370 --> 00:03:47,150 and you get plus x cubed, and plus x 80 00:03:47,150 --> 00:03:51,640 to the fourth from the next one, and plus x to the fifth, 81 00:03:51,640 --> 00:03:53,240 and so on. 82 00:03:53,240 --> 00:03:53,860 So, OK. 83 00:03:53,860 --> 00:03:57,260 So I put the c here, right? 84 00:03:57,260 --> 00:04:02,280 So any power series of this form is an antiderivative 85 00:04:02,280 --> 00:04:04,020 of the power series that we started with. 86 00:04:04,020 --> 00:04:08,444 Any power series of this form has the derivative equal 87 00:04:08,444 --> 00:04:09,860 to thing that we're interested in. 88 00:04:09,860 --> 00:04:12,550 And since we really care about what f is, 89 00:04:12,550 --> 00:04:14,060 and not what its antiderivative is, 90 00:04:14,060 --> 00:04:17,620 we can choose c to be any convenient value. 91 00:04:17,620 --> 00:04:21,030 So I'm gonna, in particular, look 92 00:04:21,030 --> 00:04:22,950 at the power series where c is equal to 1. 93 00:04:22,950 --> 00:04:24,000 And why am I going to make that choice? 94 00:04:24,000 --> 00:04:25,625 Well, because we've seen a power series 95 00:04:25,625 --> 00:04:28,040 that looks very much like this before, with the 1 there. 96 00:04:28,040 --> 00:04:38,730 So we know 1 plus x plus x squared plus x cubed 97 00:04:38,730 --> 00:04:41,900 plus x to the fourth and so on. 98 00:04:41,900 --> 00:04:47,930 We know that this is equal to 1 over 1 minus x. 99 00:04:47,930 --> 00:04:48,700 OK? 100 00:04:48,700 --> 00:04:50,770 So since we know that this is the case, 101 00:04:50,770 --> 00:04:53,269 that means that our power series, f of x, 102 00:04:53,269 --> 00:04:54,560 is just the derivative of this. 103 00:04:54,560 --> 00:04:56,240 That's what we just showed here. 104 00:04:56,240 --> 00:05:06,170 So, f of x is equal to d over dx of 1 105 00:05:06,170 --> 00:05:15,350 over-- whoops that should be 1 over 1 minus x. 106 00:05:15,350 --> 00:05:15,850 OK? 107 00:05:15,850 --> 00:05:17,224 And notice that, you know, if I'd 108 00:05:17,224 --> 00:05:19,390 chosen a different choice of constant here, 109 00:05:19,390 --> 00:05:21,930 it would be killed off by this differentiation. 110 00:05:21,930 --> 00:05:24,340 So it really was irrelevant. 111 00:05:24,340 --> 00:05:26,620 So d over dx of 1 over 1 minus x. 112 00:05:28,695 --> 00:05:29,986 Yes, of d over dx of 1 minus x. 113 00:05:29,986 --> 00:05:30,250 And, OK. 114 00:05:30,250 --> 00:05:32,210 Well, this is an easy derivative to compute. 115 00:05:32,210 --> 00:05:34,640 This is 1 minus x to the minus 1, 116 00:05:34,640 --> 00:05:36,950 so you do a little chain rule thing, 117 00:05:36,950 --> 00:05:41,000 and I think what you get out is that this is 1 over 1 118 00:05:41,000 --> 00:05:43,720 minus x squared. 119 00:05:46,300 --> 00:05:51,760 So this gives me a nice formula for this function f of x. 120 00:05:51,760 --> 00:05:54,420 If you wanted to check, one thing you could do, 121 00:05:54,420 --> 00:05:58,080 is you could set about computing a few terms, the power 122 00:05:58,080 --> 00:06:01,592 series for this function, for 1 over 1 minus x squared, 123 00:06:01,592 --> 00:06:03,550 1 over 1 minus x quantity squared I should say. 124 00:06:05,959 --> 00:06:08,500 So you could do that either by using your derivative formula, 125 00:06:08,500 --> 00:06:10,004 which is easy enough to do. 126 00:06:10,004 --> 00:06:11,420 Another thing you could do, is you 127 00:06:11,420 --> 00:06:15,430 could realize that this is 1 over 1 minus x times 1 over 1 128 00:06:15,430 --> 00:06:17,360 minus x, so you could try multiplying 129 00:06:17,360 --> 00:06:20,610 that polynomial by itself and that power series by itself, 130 00:06:20,610 --> 00:06:25,140 and see if it's easy to get back this formula that we had. 131 00:06:25,140 --> 00:06:26,680 But any of those ways is a good way 132 00:06:26,680 --> 00:06:28,650 to double check that this is really 133 00:06:28,650 --> 00:06:32,450 true, that this function, that this power series here, f of x, 134 00:06:32,450 --> 00:06:34,350 has this functional form. 135 00:06:34,350 --> 00:06:36,400 Now of course, I haven't said anything 136 00:06:36,400 --> 00:06:39,090 about the radius of convergence, but the thing 137 00:06:39,090 --> 00:06:43,800 to remember when you're doing calculus on power series, 138 00:06:43,800 --> 00:06:47,150 is that when you take a derivative or an antiderivative 139 00:06:47,150 --> 00:06:48,630 of a power series, you don't change 140 00:06:48,630 --> 00:06:49,790 the radius of convergence. 141 00:06:49,790 --> 00:06:52,290 Sometimes you can fiddle with what happens at the endpoints, 142 00:06:52,290 --> 00:06:56,310 but the radius of convergence stays the same. 143 00:06:56,310 --> 00:06:58,340 So this is going to be true whenever 144 00:06:58,340 --> 00:07:00,680 x is between negative 1 and 1. 145 00:07:00,680 --> 00:07:03,160 And in fact, this series diverges at this endpoint. 146 00:07:03,160 --> 00:07:05,030 That's pretty easy to check. 147 00:07:05,030 --> 00:07:06,700 So there we go. 148 00:07:06,700 --> 00:07:09,300 So this is the functional form for this power series. 149 00:07:09,300 --> 00:07:11,850 It's valid whenever x is between negative 1 and 1. 150 00:07:11,850 --> 00:07:16,220 That's its range of convergence. 151 00:07:16,220 --> 00:07:19,270 And so here we have a cute little trick for figuring out 152 00:07:19,270 --> 00:07:20,642 some forms of power series. 153 00:07:20,642 --> 00:07:22,850 And of course if you were interested, so like I said, 154 00:07:22,850 --> 00:07:25,410 now you had a-- you could look at the derivative of this, 155 00:07:25,410 --> 00:07:27,990 which I mentioned had some coefficients that were given 156 00:07:27,990 --> 00:07:29,510 by some quadratic polynomial. 157 00:07:29,510 --> 00:07:32,519 Now that you have a functional form, you could figure out, 158 00:07:32,519 --> 00:07:33,935 you know, "Oh what, you know, what 159 00:07:33,935 --> 00:07:37,640 is the function whose power series 160 00:07:37,640 --> 00:07:40,090 has that quadratic polynomial as coefficients?" 161 00:07:40,090 --> 00:07:42,240 And you can do a whole bunch of other stuff 162 00:07:42,240 --> 00:07:45,150 by similarly taking derivatives of other power series 163 00:07:45,150 --> 00:07:47,430 that you're familiar with, or integrals. 164 00:07:47,430 --> 00:07:49,236 So I'll stop there.