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Would you like to inspect the original subtitles? These are the user uploaded subtitles that are being translated: 1 00:00:00,003 --> 00:00:04,090 Welcome to Calculus. I'm Professor Ghrist. 2 00:00:04,090 --> 00:00:10,360 We're about to begin lecture 28 on trigonometric integrals. 3 00:00:10,360 --> 00:00:14,336 We're nearly done with chapter three. At this point we've amassed a large 4 00:00:14,336 --> 00:00:20,630 collection of techniques for computing definite and indefinite integrals. 5 00:00:20,630 --> 00:00:25,789 In this lesson what we're going to do is collect all of those methods together and 6 00:00:25,789 --> 00:00:30,409 apply them to a particular class of integrals involving trigonometric 7 00:00:30,409 --> 00:00:35,500 integrands. In this lesson we'll consider three 8 00:00:35,500 --> 00:00:40,245 families of integrals involving trigonometric functions The first, powers 9 00:00:40,245 --> 00:00:46,284 of sine and powers of cosine. The second, powers of tangent and powers 10 00:00:46,284 --> 00:00:51,090 of secant. The third, multiples of sines and 11 00:00:51,090 --> 00:00:55,306 cosines. Throughout, m and n are going to denote 12 00:00:55,306 --> 00:01:02,054 positive integers. For our first class of integrals, 13 00:01:02,054 --> 00:01:08,600 consider, as an integrand, sine to the m, cosine to the n. 14 00:01:08,600 --> 00:01:14,120 Solving such a problem is going to break up into several different cases depending 15 00:01:14,120 --> 00:01:20,302 on whether m and n are even or odd. This will give us a good chance to 16 00:01:20,302 --> 00:01:24,070 practice our various integration techniques. 17 00:01:24,070 --> 00:01:28,920 First of all if you're in the setting where m, the power of sine, is odd. 18 00:01:28,920 --> 00:01:33,605 The the following substitution will be effective. 19 00:01:33,605 --> 00:01:39,288 Expand sine squared as 1 minus cosine squared. 20 00:01:39,288 --> 00:01:45,730 And then substitute n u equals cosign. This will reduce the integral to 21 00:01:45,730 --> 00:01:52,678 something that is easily computed. Likewise if n, the power of cosine, is 22 00:01:52,678 --> 00:02:00,576 odd you perform a similar simplification. Expand out cosine squared as 1 minus sine 23 00:02:00,576 --> 00:02:05,910 squared, and then substitute u equals sine. 24 00:02:05,910 --> 00:02:11,720 The one remaining case is when m and n are both even. 25 00:02:11,720 --> 00:02:14,375 In this case, a substitution will not work. 26 00:02:14,375 --> 00:02:21,494 A reduction formula is required. This tends to be a bit more involved and 27 00:02:21,494 --> 00:02:25,271 difficult. This is the case that is going to cause 28 00:02:25,271 --> 00:02:31,294 us a little bit of trouble. Let's consider a specific example of the 29 00:02:31,294 --> 00:02:39,850 form sine to the m, cosine to the n. Where m is 5 and n is 4. 30 00:02:39,850 --> 00:02:45,930 This puts us in a case where the power of sine is odd, therefore we can split off 31 00:02:45,930 --> 00:02:52,010 an even number of powers of sine, and substitute in 1 minus cosine squared for 32 00:02:52,010 --> 00:03:01,577 every sine squared that we have. Now, you see that there is one power of 33 00:03:01,577 --> 00:03:06,668 sine left over. So that if we perform the substitution, 34 00:03:06,668 --> 00:03:13,212 where u equals cosine theta. We have a copy of du minus sine theta, d 35 00:03:13,212 --> 00:03:21,444 theta, sitting in the integrand. And we wind up getting minus the integral 36 00:03:21,444 --> 00:03:28,240 of quantity 1 minus u squared, squared times u to the 4th, du. 37 00:03:28,240 --> 00:03:34,540 This polynomial can be expanded out, and then easily integrated substituting back 38 00:03:34,540 --> 00:03:40,150 in u equals cosine theta. Gives us a solution. 39 00:03:40,150 --> 00:03:46,614 Negative cosine to the 5th over 5 plus 2 cosine to the 7th over 7 minus cosine to 40 00:03:46,614 --> 00:03:56,135 the 9th over 9 plus a constant. Likewise if we had an odd power of 41 00:03:56,135 --> 00:04:00,815 cosine. Then we could apply the same method where 42 00:04:00,815 --> 00:04:06,015 we substitute in 1 minus sine squared for cosine squared and we have left over a 43 00:04:06,015 --> 00:04:12,822 single power of cosine. Another u substitution will easily solve 44 00:04:12,822 --> 00:04:17,943 this integral. Integrals involving powers of tangent and 45 00:04:17,943 --> 00:04:25,105 secant follow a similar pattern depending on the parity of the powers. 46 00:04:25,105 --> 00:04:30,534 If one is in the setting where the power of tangent is odd, then perform the 47 00:04:30,534 --> 00:04:36,319 simplification expanding out every tangent squared as secant squared minus 48 00:04:36,319 --> 00:04:45,294 1, then substitute in u equals secant. Likewise if n, the power of secant is 49 00:04:45,294 --> 00:04:54,153 even then one can simplify every secant squared is 1 plus tangent squared. 50 00:04:54,153 --> 00:04:59,990 The substitution u equals tangent will then work. 51 00:04:59,990 --> 00:05:06,154 The one remaining case where a reduction formula is required, is when n the power 52 00:05:06,154 --> 00:05:12,240 secant is odd, and m, the power of tangent is even. 53 00:05:12,240 --> 00:05:18,064 Let's consider a example, in this case where the power of tangent is 5, and the 54 00:05:18,064 --> 00:05:25,150 power of secant is 6. Then, because the power of secant is 55 00:05:25,150 --> 00:05:28,910 even. One way to solve this integral is to 56 00:05:28,910 --> 00:05:34,940 split off a secant squared, and replace the remaining even powers of secant with 57 00:05:34,940 --> 00:05:42,453 quantity 1 plus tangent squared. This means that when we do the 58 00:05:42,453 --> 00:05:48,777 substitution u equals tangent we have a copy of du sitting right there to be 59 00:05:48,777 --> 00:05:55,478 absorbed. This yields a polynomial integral of the 60 00:05:55,478 --> 00:06:01,320 form u to the 5th times quantity 1 plus u squared, squared. 61 00:06:01,320 --> 00:06:06,376 By expanding that out integrating that polynomial and substituting back in 62 00:06:06,376 --> 00:06:11,274 tangent for u, we easily obtain the answer, tangent to the 6th, over 6, plus 63 00:06:11,274 --> 00:06:19,485 tangent to the 8th over 4, plus tangent to the 10th over 10, plus a constant. 64 00:06:19,485 --> 00:06:23,678 However, there's another way to solve this integral as well. 65 00:06:23,678 --> 00:06:30,040 Exploiting the fact that m, the power of tangent, is odd. 66 00:06:30,040 --> 00:06:36,058 In this case, what we'll want to do is split off an even power of tangent, 67 00:06:36,058 --> 00:06:43,879 substitute n secant squared minus 1 for tangent squared. 68 00:06:43,879 --> 00:06:49,780 And then use the fact that there is a secant tangent left over. 69 00:06:49,780 --> 00:06:54,240 To perform a substitution where u equals secant theta. 70 00:06:55,520 --> 00:07:00,875 There remains, in each class that we've considered, one case where a simple 71 00:07:00,875 --> 00:07:07,990 substitution does not work. This requires a reduction formula. 72 00:07:07,990 --> 00:07:16,590 The first step is to simplify to sums of powers of cosine or secant. 73 00:07:16,590 --> 00:07:21,830 For example if we look at the integral of sine to the 4th, cosine to the 4th. 74 00:07:21,830 --> 00:07:25,930 This is in that one case where both powers are even. 75 00:07:25,930 --> 00:07:32,152 We can replace sine squared with 1 minus cosine squared and obtain a sum of 76 00:07:32,152 --> 00:07:39,080 integrals, each of which is an even power of cosine. 77 00:07:39,080 --> 00:07:44,776 Then we can apply integration by parts twice to obtain the following general 78 00:07:44,776 --> 00:07:51,127 reduction formula. The integral of cosine to the n is cosine 79 00:07:51,127 --> 00:07:57,761 to the n minus 1, times sine, over n, plus n minus 1 over n, times the integral 80 00:07:57,761 --> 00:08:06,617 of cosine to the n minus 2. This simplifies or reduces the level of 81 00:08:06,617 --> 00:08:13,820 complexity of the integral involved. Likewise, for powers of secant, one can 82 00:08:13,820 --> 00:08:20,220 express the integral of secant to the n as tangent secant to the n minus 2 over n 83 00:08:20,220 --> 00:08:26,020 minus 1 plus n minus 2 over n minus 1 times the integral of secant to the n 84 00:08:26,020 --> 00:08:33,740 minus 2. Now you do not have to memorize these 85 00:08:33,740 --> 00:08:38,948 formulae, they're the type of thing that one looks up when you're stuck on a 86 00:08:38,948 --> 00:08:46,405 difficult integral. Let's apply this reduction formula in the 87 00:08:46,405 --> 00:08:51,220 specific case of the integral of cosine to the n. 88 00:08:51,220 --> 00:08:55,440 Recalling the reduction formula for powers of cosine. 89 00:08:55,440 --> 00:09:00,503 We're going to have to apply this iteratively many times until we get down 90 00:09:00,503 --> 00:09:06,107 to a low enough power of cosine that we can proceed. 91 00:09:06,107 --> 00:09:11,567 To make things a bit more concrete, let's do a definite integral, as theta goes 92 00:09:11,567 --> 00:09:18,560 from negative pi over 2 to pi over 2. When we do so one of the things that's 93 00:09:18,560 --> 00:09:23,693 nice is that the term cosine to the n minus 1 sine over n, in the reduction 94 00:09:23,693 --> 00:09:30,980 formula, vanishes. When we perform evaluation. 95 00:09:30,980 --> 00:09:36,541 So, for n greater than 1, we get that the definite integral from negative pi over 2 96 00:09:36,541 --> 00:09:41,272 to pi over 2 of cosine to the n is n minus 1 over n times the same integral 97 00:09:41,272 --> 00:09:50,020 with the power being n minus 2. This will allow us to come up with a 98 00:09:50,020 --> 00:09:55,326 recursive solution. So let's look at all the different 99 00:09:55,326 --> 00:09:59,098 powers. In the simplest case, where n equals 0, 100 00:09:59,098 --> 00:10:04,192 well we can do that integral. The integral of d theta is theta 101 00:10:04,192 --> 00:10:10,311 evaluated from negative pi over 2 to pi over 2 gives pi. 102 00:10:10,311 --> 00:10:16,327 Likewise we can do n equals 1 explicitly, integrating cosine, getting sine, 103 00:10:16,327 --> 00:10:22,180 evaluating at the limits gives us the value of 2. 104 00:10:22,180 --> 00:10:28,130 Now, for higher powers we can use the reduction formula. 105 00:10:28,130 --> 00:10:32,960 All we have to do is multiply by n minus 1 over n. 106 00:10:32,960 --> 00:10:38,784 So, to get n equals 2, we multiply 2 minus 1 over 2. 107 00:10:38,784 --> 00:10:44,430 That is 1 half times the integral in the case where n equals 0. 108 00:10:44,430 --> 00:10:50,016 To get the value for n equals 3, we multiply the value for n equals 1 by 3 109 00:10:50,016 --> 00:10:57,851 minus 1, over 3. We can continue for increasing values of 110 00:10:57,851 --> 00:11:08,180 n, always looking back to n minus 2 and multiplying by n minus 1 over n. 111 00:11:09,260 --> 00:11:11,450 Now let's look at this, what do you notice? 112 00:11:11,450 --> 00:11:17,040 Well, first of all, it seems as though there's a real dependence on whether n is 113 00:11:17,040 --> 00:11:23,570 even or odd. When n is even, there's a factor of pi 114 00:11:23,570 --> 00:11:32,404 involved, and when n is odd, there's not. That's maybe not so surprising seeing 115 00:11:32,404 --> 00:11:38,120 that even and odd powers have been different all throughout this lesson. 116 00:11:38,120 --> 00:11:43,776 In general using a little bit of induction one can show that when n is 117 00:11:43,776 --> 00:11:52,897 even the result of this integral is pi. Times 1 over 2 times 3 over 4 times 5 118 00:11:52,897 --> 00:12:00,643 over 6 et cetera, all the way down to n minus 1 over n. 119 00:12:00,643 --> 00:12:07,081 When n is odd, one obtains a similar looking result but starting with 2 120 00:12:07,081 --> 00:12:14,370 instead of pi. And flipping things, the result is 2 3rds 121 00:12:14,370 --> 00:12:22,140 times 4 5ths times 6 7ths all the way up to n minus 1 over n. 122 00:12:22,140 --> 00:12:28,472 All of that times 2. By putting a 1 down in the denominator, 123 00:12:28,472 --> 00:12:36,082 we can see a familiar pattern between these two definite Integrals. 124 00:12:36,082 --> 00:12:41,362 Now, there's one last class of integrals that we're going to look at, and that is 125 00:12:41,362 --> 00:12:49,180 something in the form the integral of sine of m theta times cosine of n theta. 126 00:12:49,180 --> 00:12:54,898 The sine wave and the cosine wave have potentially different periods. 127 00:12:54,898 --> 00:13:00,990 Now this integral requires an algebraic simplification. 128 00:13:00,990 --> 00:13:06,442 The following formula is something that you do not have to know or have 129 00:13:06,442 --> 00:13:14,716 memorized, but which is extremely useful. That is, sine of m theta times cosine of 130 00:13:14,716 --> 00:13:22,740 n theta equals 1 half sine of m plus n theta, plus sine of m minus n theta. 131 00:13:22,740 --> 00:13:27,578 At least in the case where m and n are not the same. 132 00:13:27,578 --> 00:13:34,923 If we integrate both sides, with respect to theta, then we obtain the formula, 133 00:13:34,923 --> 00:13:42,155 negative cosine m plus n, theta over 2 times quantity m plus n minus cosine of m 134 00:13:42,155 --> 00:13:51,170 minus n theta over twice quantity m minus n. 135 00:13:51,170 --> 00:13:56,540 And you can see here why m and n have to be different. 136 00:13:56,540 --> 00:14:05,540 Likewise, one can do the same thing for sine of m theta times sine of n theta. 137 00:14:05,540 --> 00:14:11,035 A similar reduction gives an integral that is computable. 138 00:14:11,035 --> 00:14:16,750 Likewise, with a pair of cosines of different periods. 139 00:14:16,750 --> 00:14:21,020 The result works out. Once again, these are not the kind of 140 00:14:21,020 --> 00:14:26,145 formulae that you memorize, but they are useful to look up. 141 00:14:26,145 --> 00:14:32,950 Now why would any of these integrals be useful to us? 142 00:14:32,950 --> 00:14:39,298 One important reason is that sines and cosines, trigonometric functions pervade 143 00:14:39,298 --> 00:14:45,292 the physical universe. If you go far enough in mathematics you 144 00:14:45,292 --> 00:14:51,116 will learn about Fourier Analysis, which is a mathematics built on sines and 145 00:14:51,116 --> 00:14:56,368 cosines. It's extremely useful in analyzing any 146 00:14:56,368 --> 00:15:01,990 kind of wave. Whether acoustic or electromagnetic. 147 00:15:01,990 --> 00:15:07,149 In fact one could argue that all of radar and signal processing is built on a basis 148 00:15:07,149 --> 00:15:13,448 of integrals of sines and cosines. Now you know a bit about how to compute 149 00:15:13,448 --> 00:15:17,096 them. I think you'll agree, some of those 150 00:15:17,096 --> 00:15:22,305 integrals were kind of tricky. What do you do, when faced with harder 151 00:15:22,305 --> 00:15:27,229 and harder integration problems? Do you have to employ ever more clever 152 00:15:27,229 --> 00:15:28,975 tricks? No. 153 00:15:28,975 --> 00:15:34,147 Mathematics is not about tricks. But rather, about principles. 154 00:15:34,147 --> 00:15:38,907 However, when having to solve a difficult problem, we have to use every available 155 00:15:38,907 --> 00:15:46,337 method. In our next lesson, we'll give a brief 156 00:15:46,337 --> 00:15:57,922 introduction to those methods that are computer assisted. 15528

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