1 00:00:26,000 --> 00:00:32,000 This is a brief, so, the equation, 2 00:00:29,000 --> 00:00:35,000 and we got the characteristic equation from the last time. 3 00:00:35,000 --> 00:00:41,000 The general topic for today is going to be oscillations, 4 00:00:41,000 --> 00:00:47,000 which are extremely important in the applications and in 5 00:00:47,000 --> 00:00:53,000 everyday life. But, the oscillations, 6 00:00:50,000 --> 00:00:56,000 we know, are associated with a complex root. 7 00:00:55,000 --> 00:01:01,000 So, they correspond to complex roots of the characteristic 8 00:01:01,000 --> 00:01:07,000 equation. r squared plus br plus k equals 9 00:01:06,000 --> 00:01:12,000 zero. I'd like to begin. 10 00:01:09,000 --> 00:01:15,000 Most of the lecture will be about discussing the relations 11 00:01:13,000 --> 00:01:19,000 between these numbers, these constants, 12 00:01:16,000 --> 00:01:22,000 and the various properties that the solutions, 13 00:01:19,000 --> 00:01:25,000 oscillatory solutions, have. 14 00:01:21,000 --> 00:01:27,000 But, before that, I'd like to begin by clearing 15 00:01:24,000 --> 00:01:30,000 up a couple of questions almost everybody has at some point or 16 00:01:29,000 --> 00:01:35,000 other when they study the case of complex roots. 17 00:01:34,000 --> 00:01:40,000 Complex roots are the case which produce oscillations in 18 00:01:38,000 --> 00:01:44,000 the solutions. That's the relation, 19 00:01:40,000 --> 00:01:46,000 and that's why I'm talking about this for the first few 20 00:01:44,000 --> 00:01:50,000 minutes. Now, what is the problem? 21 00:01:47,000 --> 00:01:53,000 The complex roots, of course, there will be two 22 00:01:50,000 --> 00:01:56,000 roots, and they occur at the complex conjugates of each 23 00:01:54,000 --> 00:02:00,000 other. So, they will be of the form a 24 00:01:57,000 --> 00:02:03,000 plus or minus bi. Last time, I showed you, 25 00:02:02,000 --> 00:02:08,000 I took the root r equals a plus bi, 26 00:02:08,000 --> 00:02:14,000 which leads to the solution. The corresponding solution is a 27 00:02:14,000 --> 00:02:20,000 complex solution which is e to the at, (a plus i b)t. 28 00:02:21,000 --> 00:02:27,000 And, what we did was the 29 00:02:24,000 --> 00:02:30,000 problem was to get real solutions out of that. 30 00:02:29,000 --> 00:02:35,000 We needed two real solutions, and the way I got them was by 31 00:02:36,000 --> 00:02:42,000 separating this into its real part and its imaginary part. 32 00:02:44,000 --> 00:02:50,000 And, I proved a little theorem for you that said both of those 33 00:02:47,000 --> 00:02:53,000 give solutions. So, the real part was e to the 34 00:02:49,000 --> 00:02:55,000 a t times cosine b t, and the imaginary 35 00:02:52,000 --> 00:02:58,000 part was e to the at sine b t. 36 00:02:55,000 --> 00:03:01,000 And, those were the two solutions. 37 00:02:57,000 --> 00:03:03,000 So, here was y1. And, the point was those, 38 00:02:59,000 --> 00:03:05,000 out of the complex solutions, we got real solutions. 39 00:03:03,000 --> 00:03:09,000 We have to have real solutions because we live in the real 40 00:03:07,000 --> 00:03:13,000 world. The equation is real. 41 00:03:09,000 --> 00:03:15,000 Its coefficients are real. They represent real quantities. 42 00:03:13,000 --> 00:03:19,000 That's the way the solutions, therefore, have to be. 43 00:03:17,000 --> 00:03:23,000 So, these, the point is, these are now real solutions, 44 00:03:21,000 --> 00:03:27,000 these two guys, y1 and y2. 45 00:03:23,000 --> 00:03:29,000 Now, the first question almost everybody has, 46 00:03:26,000 --> 00:03:32,000 and I was pleased to see at the end of the lecture, 47 00:03:29,000 --> 00:03:35,000 a few people came up and asked me, yeah, well, 48 00:03:33,000 --> 00:03:39,000 you took a plus bi, but there was another root, 49 00:03:36,000 --> 00:03:42,000 a minus bi. You didn't use that one. 50 00:03:40,000 --> 00:03:46,000 That would give two more solutions, right? 51 00:03:43,000 --> 00:03:49,000 Of course, they didn't say that. 52 00:03:45,000 --> 00:03:51,000 They were too smart. They just said, 53 00:03:47,000 --> 00:03:53,000 what about that other root? Well, what about it? 54 00:03:50,000 --> 00:03:56,000 The reason I don't have to talk about the other root is because 55 00:03:54,000 --> 00:04:00,000 although it does give to solutions, it doesn't give two 56 00:03:58,000 --> 00:04:04,000 new ones. Maybe I can indicate that most 57 00:04:02,000 --> 00:04:08,000 clearly here even though you won't be able to take notes by 58 00:04:07,000 --> 00:04:13,000 just using colored chalk. Suppose, instead of plus bi, 59 00:04:12,000 --> 00:04:18,000 I used a minus bi. 60 00:04:16,000 --> 00:04:22,000 What would have changed? Well, this would now become 61 00:04:20,000 --> 00:04:26,000 minus here. Would this change? 62 00:04:23,000 --> 00:04:29,000 No, because e to the minus ibt is the cosine of 63 00:04:28,000 --> 00:04:34,000 minus b, but that's the same as the cosine of b. 64 00:04:34,000 --> 00:04:40,000 How about here? This would become the sine of 65 00:04:37,000 --> 00:04:43,000 minus bt. But that's simply the negative 66 00:04:42,000 --> 00:04:48,000 of the sine of bt. So, the only change would have 67 00:04:47,000 --> 00:04:53,000 been to put a minus sign there. Now, I don't care if I get y2 68 00:04:52,000 --> 00:04:58,000 or negative y2 because what am I going to do with it? 69 00:04:57,000 --> 00:05:03,000 When I get it, I'm going to write y, 70 00:05:00,000 --> 00:05:06,000 the general solution, as c1 y1 plus c2 y2. 71 00:05:05,000 --> 00:05:11,000 So, if I get negative y2, that just changes that 72 00:05:09,000 --> 00:05:15,000 arbitrary constant from c2 to minus c2, which is just as 73 00:05:13,000 --> 00:05:19,000 arbitrary a constant. So, in other words, 74 00:05:17,000 --> 00:05:23,000 there's no reason to use the other root because it doesn't 75 00:05:22,000 --> 00:05:28,000 give anything new. Now, there the story could 76 00:05:25,000 --> 00:05:31,000 stop. And, I would like it to stop, 77 00:05:28,000 --> 00:05:34,000 frankly, but I don't dare because there's a second 78 00:05:33,000 --> 00:05:39,000 question. And, I'm visiting recitations 79 00:05:37,000 --> 00:05:43,000 not this semester, but in previous semesters. 80 00:05:40,000 --> 00:05:46,000 In 18.03, so many recitations do this. 81 00:05:42,000 --> 00:05:48,000 I have to partly inoculate you against it, and partly tell you 82 00:05:46,000 --> 00:05:52,000 that some of the engineering courses do do it, 83 00:05:50,000 --> 00:05:56,000 and therefore you probably should learn it also. 84 00:05:53,000 --> 00:05:59,000 So, there is another way of proceeding, which is what you 85 00:05:57,000 --> 00:06:03,000 might have thought. Hey, look, we got two complex 86 00:06:00,000 --> 00:06:06,000 roots. That gives us two solutions, 87 00:06:04,000 --> 00:06:10,000 which are different. Neither one is a constant 88 00:06:08,000 --> 00:06:14,000 multiple of the other. So, the other approach is, 89 00:06:12,000 --> 00:06:18,000 use, as a general solution, y equals, now, 90 00:06:16,000 --> 00:06:22,000 I'm going to put a capital C here. 91 00:06:19,000 --> 00:06:25,000 You will see why in just a second, times e to the (a plus b 92 00:06:24,000 --> 00:06:30,000 i) times t. 93 00:06:27,000 --> 00:06:33,000 And then, I will use the other solution: C2 times e to the (a 94 00:06:32,000 --> 00:06:38,000 minus b i) t. 95 00:06:37,000 --> 00:06:43,000 These are two independent solutions. 96 00:06:39,000 --> 00:06:45,000 And therefore, can't I get the general 97 00:06:42,000 --> 00:06:48,000 solution in that form? Now, in a sense, 98 00:06:45,000 --> 00:06:51,000 you can. The whole problem is the 99 00:06:47,000 --> 00:06:53,000 following, of course, that I'm only interested in 100 00:06:51,000 --> 00:06:57,000 real solutions. This is a complex function. 101 00:06:54,000 --> 00:07:00,000 This is another complex function. 102 00:06:56,000 --> 00:07:02,000 It's got an i in it, in other words, 103 00:06:59,000 --> 00:07:05,000 when I write it out as u plus iv. 104 00:07:04,000 --> 00:07:10,000 If I expect to be able to get a real solution out of that, 105 00:07:08,000 --> 00:07:14,000 that means I have to make, allow these coefficients to be 106 00:07:13,000 --> 00:07:19,000 complex numbers, and not real numbers. 107 00:07:16,000 --> 00:07:22,000 So, in other words, what I'm saying is that an 108 00:07:20,000 --> 00:07:26,000 expression like this, where the a plus bi and a minus 109 00:07:24,000 --> 00:07:30,000 bi are complex roots of that characteristic equation, 110 00:07:28,000 --> 00:07:34,000 is formally a very general, complex solution to the 111 00:07:33,000 --> 00:07:39,000 equation. And therefore, 112 00:07:36,000 --> 00:07:42,000 the problem becomes, how, from this expression, 113 00:07:41,000 --> 00:07:47,000 do I get the real solutions? So, the problem is, 114 00:07:47,000 --> 00:07:53,000 I accept these as the complex solutions. 115 00:07:51,000 --> 00:07:57,000 My problem is, to find among all these guys 116 00:07:56,000 --> 00:08:02,000 where C1 and C2 are allowed to be complex, the problem is, 117 00:08:03,000 --> 00:08:09,000 which of the green solutions are real? 118 00:08:09,000 --> 00:08:15,000 Now, there are many ways of getting the answer. 119 00:08:12,000 --> 00:08:18,000 There is a super hack way. The super hack way is to say, 120 00:08:17,000 --> 00:08:23,000 well, this one is C1 plus i d1. 121 00:08:20,000 --> 00:08:26,000 This is C2 plus i d2. 122 00:08:23,000 --> 00:08:29,000 And, I'll write all this out in terms of what it is, 123 00:08:27,000 --> 00:08:33,000 you know, cosine plus i sine, and don't forget the e to the 124 00:08:31,000 --> 00:08:37,000 at. And, I will write it all out, 125 00:08:34,000 --> 00:08:40,000 and it will take an entire board. 126 00:08:36,000 --> 00:08:42,000 And then, I will just see what the condition is. 127 00:08:39,000 --> 00:08:45,000 I'll write its real part, and its imaginary part. 128 00:08:42,000 --> 00:08:48,000 And then, I will say the imaginary part has got to be 129 00:08:46,000 --> 00:08:52,000 zero. And, then I will see what it's 130 00:08:48,000 --> 00:08:54,000 like. That works fine. 131 00:08:49,000 --> 00:08:55,000 It just takes too much space. And also, it doesn't teach you 132 00:08:53,000 --> 00:08:59,000 a few things that I think you should know. 133 00:08:56,000 --> 00:09:02,000 So, I'm going to give another. So, let's say we can answer 134 00:08:59,000 --> 00:09:05,000 this two ways: by hack, in other words, 135 00:09:02,000 --> 00:09:08,000 multiply everything out. Multiply all out, 136 00:09:07,000 --> 00:09:13,000 make the imaginary part equal zero. 137 00:09:11,000 --> 00:09:17,000 Now, here's a better way, in my opinion. 138 00:09:16,000 --> 00:09:22,000 What I'm trying to do is, this is some complex function, 139 00:09:23,000 --> 00:09:29,000 u plus iv. How do I know when a complex 140 00:09:27,000 --> 00:09:33,000 function is real? I want this to be real. 141 00:09:34,000 --> 00:09:40,000 Well, the hack method corresponds to, 142 00:09:38,000 --> 00:09:44,000 say, v must be equal to zero. It's real if v is zero. 143 00:09:44,000 --> 00:09:50,000 So, expand it out, and see why v is zero. 144 00:09:49,000 --> 00:09:55,000 There's a slightly more subtle method, which is to change i to 145 00:09:56,000 --> 00:10:02,000 minus i. And, what? 146 00:10:00,000 --> 00:10:06,000 And, see if it stays the same because if I change i to minus i 147 00:10:10,000 --> 00:10:16,000 and it turns out, the expression doesn't change, 148 00:10:17,000 --> 00:10:23,000 then it must have been real, if the expression doesn't 149 00:10:26,000 --> 00:10:32,000 change when I change I to minus I. 150 00:10:33,000 --> 00:10:39,000 Well, sure. But you will see it works. 151 00:10:36,000 --> 00:10:42,000 Now, that's what I'm going to apply to this. 152 00:10:41,000 --> 00:10:47,000 If I want this to be real, I phrase the question, 153 00:10:46,000 --> 00:10:52,000 I rephrase the question for the green solution as change, 154 00:10:52,000 --> 00:10:58,000 so I'm going to change i to minus i in the green thing, 155 00:10:58,000 --> 00:11:04,000 and that's going to give me what conditions, 156 00:11:03,000 --> 00:11:09,000 and that will give conditions on the C's. 157 00:11:09,000 --> 00:11:15,000 Well, let's do it. In fact, it's easier done than 158 00:11:12,000 --> 00:11:18,000 talked about. Let's change, 159 00:11:14,000 --> 00:11:20,000 take the green solution, and change. 160 00:11:16,000 --> 00:11:22,000 Well, I better recopy it, C1. 161 00:11:18,000 --> 00:11:24,000 So, these are complex numbers. That's why I wrote them as 162 00:11:22,000 --> 00:11:28,000 capital letters because little letters you tend to interpret as 163 00:11:27,000 --> 00:11:33,000 real numbers. So, C1 e to the (a plus b i)t, 164 00:11:30,000 --> 00:11:36,000 I'll recopy it quickly, plus C2 e to the (a minus b i). 165 00:11:38,000 --> 00:11:44,000 Okay, we're going to change i to negative i. 166 00:11:41,000 --> 00:11:47,000 Now, here's a complex number. What happens to it when you 167 00:11:46,000 --> 00:11:52,000 change i to negative i? You change it into its-- Class? 168 00:11:51,000 --> 00:11:57,000 What do we change it to? Its complex conjugate. 169 00:11:55,000 --> 00:12:01,000 And, the notation for complex conjugate is you put a bar over 170 00:12:00,000 --> 00:12:06,000 it. So, in other words, 171 00:12:03,000 --> 00:12:09,000 when I do that, the C1 changes to C1 bar, 172 00:12:07,000 --> 00:12:13,000 complex conjugate, the complex conjugate of C1. 173 00:12:11,000 --> 00:12:17,000 What happens to this guy? This guy changes to e to the (a 174 00:12:17,000 --> 00:12:23,000 minus b i) t. This changes to the complex 175 00:12:22,000 --> 00:12:28,000 conjugate of C2 now, times e to the (a plus b i) t. 176 00:12:27,000 --> 00:12:33,000 Well, I want these two to be 177 00:12:32,000 --> 00:12:38,000 the same. I want the two expressions the 178 00:12:36,000 --> 00:12:42,000 same. Why do I want them the same? 179 00:12:40,000 --> 00:12:46,000 Because, if there's no change, that will mean that it's real. 180 00:12:46,000 --> 00:12:52,000 Now, when is that going to happen? 181 00:12:49,000 --> 00:12:55,000 That happens if, well, here is this, 182 00:12:53,000 --> 00:12:59,000 that. If C2 should be equal to C1 183 00:12:56,000 --> 00:13:02,000 bar, that's only one condition. There's another condition. 184 00:13:02,000 --> 00:13:08,000 C2 bar should equal C1. So, I get two conditions, 185 00:13:06,000 --> 00:13:12,000 but there's really only one condition there because if this 186 00:13:10,000 --> 00:13:16,000 is true, that's true too. I simply put bars over both 187 00:13:14,000 --> 00:13:20,000 things, and two bars cancel each other out. 188 00:13:18,000 --> 00:13:24,000 If you take the complex conjugate and do it again, 189 00:13:21,000 --> 00:13:27,000 you get back where you started. Change i to minus i, 190 00:13:25,000 --> 00:13:31,000 and then i to minus i again. Well, never mind. 191 00:13:30,000 --> 00:13:36,000 Anyway, these are the same. This equation doesn't say 192 00:13:36,000 --> 00:13:42,000 anything that the first one didn't say already. 193 00:13:41,000 --> 00:13:47,000 So, this one is redundant. And, our conclusion is that the 194 00:13:48,000 --> 00:13:54,000 real solutions to the equation are, in their entirety, 195 00:13:55,000 --> 00:14:01,000 I now don't need both C2 and C1. 196 00:14:00,000 --> 00:14:06,000 One of them will do, and since I'm going to write it 197 00:14:03,000 --> 00:14:09,000 out as a complex number, I will write it out in terms of 198 00:14:07,000 --> 00:14:13,000 its coefficient. So, it's C1. 199 00:14:09,000 --> 00:14:15,000 Let's just simply write it. C plus i times d, 200 00:14:14,000 --> 00:14:20,000 that's the coefficient. That's what I called C1 before. 201 00:14:18,000 --> 00:14:24,000 And, that's times e to the (a plus b i) t. 202 00:14:22,000 --> 00:14:28,000 There's no reason why I put bi here and id there, 203 00:14:25,000 --> 00:14:31,000 in case you're wondering, sheer caprice. 204 00:14:30,000 --> 00:14:36,000 And what's the other term? Now, the other term is 205 00:14:34,000 --> 00:14:40,000 completely determined. Its coefficient must be C minus 206 00:14:38,000 --> 00:14:44,000 i d times e to the (a minus b i) t. 207 00:14:43,000 --> 00:14:49,000 In other words, this thing is perfectly 208 00:14:46,000 --> 00:14:52,000 general. Any complex number times that 209 00:14:49,000 --> 00:14:55,000 first root you use, exponentiated, 210 00:14:52,000 --> 00:14:58,000 and the second term can be described as the complex 211 00:14:56,000 --> 00:15:02,000 conjugate of the first. The coefficient is the complex 212 00:15:03,000 --> 00:15:09,000 conjugate, and this part is the complex conjugate of that. 213 00:15:10,000 --> 00:15:16,000 Now, it's in this form, many engineers write the 214 00:15:15,000 --> 00:15:21,000 solution this way, and physicists, 215 00:15:19,000 --> 00:15:25,000 too, so, scientists and engineers we will include. 216 00:15:25,000 --> 00:15:31,000 Write the solution this way. Write the real solutions this 217 00:15:32,000 --> 00:15:38,000 way in that complex form. Well, why do they do something 218 00:15:35,000 --> 00:15:41,000 so perverse? You will have to ask them. 219 00:15:38,000 --> 00:15:44,000 But, in fact, when we studied Fourier series, 220 00:15:41,000 --> 00:15:47,000 we will probably have to do something, have to do that at 221 00:15:45,000 --> 00:15:51,000 one point. If you work a lot with complex 222 00:15:48,000 --> 00:15:54,000 numbers, it turns out to be, in some ways, 223 00:15:51,000 --> 00:15:57,000 a more convenient representation than the one I've 224 00:15:55,000 --> 00:16:01,000 given you in terms of sines and cosines. 225 00:15:59,000 --> 00:16:05,000 Well, from this, how would I get, 226 00:16:01,000 --> 00:16:07,000 suppose I insisted, well, if someone gave it to me 227 00:16:05,000 --> 00:16:11,000 in that form, I don't see how I would convert 228 00:16:08,000 --> 00:16:14,000 it back into sines and cosines. And, I'd like to show you how 229 00:16:13,000 --> 00:16:19,000 to do that efficiently, too, because, 230 00:16:16,000 --> 00:16:22,000 again, it's one of the fundamental techniques that I 231 00:16:20,000 --> 00:16:26,000 think you should know. And, I didn't get a chance to 232 00:16:24,000 --> 00:16:30,000 say it when we studied complex numbers that first lecture. 233 00:16:28,000 --> 00:16:34,000 It's in the notes, but it doesn't prove anything 234 00:16:32,000 --> 00:16:38,000 since I don't think it made you use it in an example. 235 00:16:38,000 --> 00:16:44,000 So, the problem is, now, by way of finishing this 236 00:16:43,000 --> 00:16:49,000 up, too, to change this to the old form, I mean the form 237 00:16:50,000 --> 00:16:56,000 involving sines and cosines. Now, again, there are two ways 238 00:16:56,000 --> 00:17:02,000 of doing it. The hack way is you write it 239 00:17:01,000 --> 00:17:07,000 all out. Well, e to the (a plus b i)t 240 00:17:03,000 --> 00:17:09,000 turns into e to the a t times 241 00:17:08,000 --> 00:17:14,000 cosine this plus i sine that. And, the other term does, 242 00:17:12,000 --> 00:17:18,000 too. And then you've got stuff out 243 00:17:14,000 --> 00:17:20,000 front. And, the thing stretches over 244 00:17:17,000 --> 00:17:23,000 two boards. But you group all the terms 245 00:17:20,000 --> 00:17:26,000 together. You finally get it. 246 00:17:22,000 --> 00:17:28,000 By the way, when you do it, you'll find that the imaginary 247 00:17:26,000 --> 00:17:32,000 part disappears completely. It has to because that's the 248 00:17:31,000 --> 00:17:37,000 way we chose the coefficients. So, here's the hack method. 249 00:17:37,000 --> 00:17:43,000 Write it all out: blah, blah, blah, 250 00:17:40,000 --> 00:17:46,000 blah, blah, blah, blah, and nicer. 251 00:17:42,000 --> 00:17:48,000 Nicer, and teach you something you're supposed to know. 252 00:17:47,000 --> 00:17:53,000 Write it this way. First of all, 253 00:17:50,000 --> 00:17:56,000 you notice that both terms have an e to the a t 254 00:17:55,000 --> 00:18:01,000 factor. Let's get rid of that right 255 00:17:58,000 --> 00:18:04,000 away. I'm pulling it out front 256 00:18:02,000 --> 00:18:08,000 because that's automatically real, and therefore, 257 00:18:06,000 --> 00:18:12,000 isn't going to affect the rest of the answer at all. 258 00:18:10,000 --> 00:18:16,000 So, let's pull out that, and what's left? 259 00:18:14,000 --> 00:18:20,000 Well, what's left, you see, involves just the two 260 00:18:18,000 --> 00:18:24,000 parameters, C and d, so I'm going to have a C term. 261 00:18:22,000 --> 00:18:28,000 And, I'm going to have a d term. 262 00:18:25,000 --> 00:18:31,000 What multiplies the arbitrary constant, C? 263 00:18:30,000 --> 00:18:36,000 Answer: after I remove the e to the a t, 264 00:18:34,000 --> 00:18:40,000 what multiplies it is, e to the b i t plus e to the -- 265 00:18:39,000 --> 00:18:45,000 e to the b i t. Let's write it i b t. 266 00:18:43,000 --> 00:18:49,000 And, the other term is plus e to the negative i b t. 267 00:18:48,000 --> 00:18:54,000 See how I got that, 268 00:18:51,000 --> 00:18:57,000 pulled it out? And, how about the d? 269 00:18:54,000 --> 00:19:00,000 What goes with d? d goes with, 270 00:18:57,000 --> 00:19:03,000 well, first of all, there's an I in front that i 271 00:19:01,000 --> 00:19:07,000 better not forget. And then, the rest of it is i. 272 00:19:07,000 --> 00:19:13,000 So, it's i d times, it's e to the b i t, 273 00:19:11,000 --> 00:19:17,000 e to the i b t minus, now, e to the minus i b t. 274 00:19:16,000 --> 00:19:22,000 So, that's the way the solution 275 00:19:22,000 --> 00:19:28,000 looks. It doesn't look a lot better, 276 00:19:25,000 --> 00:19:31,000 but now you must use the magic formulas, which, 277 00:19:30,000 --> 00:19:36,000 I want you to know as well as you know Euler's formula, 278 00:19:35,000 --> 00:19:41,000 even better than you know Euler's formula. 279 00:19:41,000 --> 00:19:47,000 They're a consequence of Euler's formula. 280 00:19:43,000 --> 00:19:49,000 They're Euler's formula read backwards. 281 00:19:45,000 --> 00:19:51,000 Euler's formula says you've got a complex exponential here. 282 00:19:49,000 --> 00:19:55,000 Here's how to write it in terms of sines and cosines. 283 00:19:52,000 --> 00:19:58,000 The backwards thing says you've got a sine or a cosine. 284 00:19:55,000 --> 00:20:01,000 Here is the way to write it in terms of complex exponentials. 285 00:20:00,000 --> 00:20:06,000 And, remember, the way to do it is, 286 00:20:04,000 --> 00:20:10,000 cosine a is equal to e to the i a t, i a, plus e to the negative 287 00:20:11,000 --> 00:20:17,000 i a divided by two. 288 00:20:17,000 --> 00:20:23,000 And, sine of a is almost the same thing, except you use a 289 00:20:24,000 --> 00:20:30,000 minus sign. And, what everybody forgets, 290 00:20:28,000 --> 00:20:34,000 you have to divide by i. So, this is a backwards version 291 00:20:35,000 --> 00:20:41,000 of Euler's formula. The two of them taken together 292 00:20:38,000 --> 00:20:44,000 are equivalent to Euler's formula. 293 00:20:40,000 --> 00:20:46,000 If I took cosine a, multiply this through by i, 294 00:20:44,000 --> 00:20:50,000 and added them up, on the right-hand side I'd get 295 00:20:47,000 --> 00:20:53,000 exactly e to the ia. I'd get Euler's formula, 296 00:20:51,000 --> 00:20:57,000 in other words. All right, so, 297 00:20:53,000 --> 00:20:59,000 what does this come out to be, finally? 298 00:20:55,000 --> 00:21:01,000 This particular sum of exponentials, 299 00:20:58,000 --> 00:21:04,000 you should always recognize as real. 300 00:21:02,000 --> 00:21:08,000 You know it's real because when you change i to minus i, 301 00:21:07,000 --> 00:21:13,000 the two terms switch. And therefore, 302 00:21:10,000 --> 00:21:16,000 the expression doesn't change. What is it? 303 00:21:14,000 --> 00:21:20,000 This part is twice the cosine of bt. 304 00:21:18,000 --> 00:21:24,000 What's this part? This part is 2 i times the sine 305 00:21:22,000 --> 00:21:28,000 of bt. And so, what does the whole 306 00:21:27,000 --> 00:21:33,000 thing come to be? It is e to the a t times 2C 307 00:21:33,000 --> 00:21:39,000 cosine bt plus i times, did I lose possibly a, 308 00:21:38,000 --> 00:21:44,000 no it's okay, minus i times i is minus, 309 00:21:43,000 --> 00:21:49,000 so, minus 2d times the sine of bt. 310 00:21:50,000 --> 00:21:56,000 Shall I write that out? 311 00:21:55,000 --> 00:22:01,000 So, in other words, it's e to the a t times 2C 312 00:21:58,000 --> 00:22:04,000 cosine b t minus 2d times the sine of b t, 313 00:22:03,000 --> 00:22:09,000 which is, since 2C and negative 314 00:22:07,000 --> 00:22:13,000 2d are just arbitrary constants, just as arbitrary as the 315 00:22:12,000 --> 00:22:18,000 constants of C and d themselves are. 316 00:22:15,000 --> 00:22:21,000 This is our old form of writing the real solution. 317 00:22:19,000 --> 00:22:25,000 Here's the way using science and cosines, and there's the way 318 00:22:24,000 --> 00:22:30,000 that uses complex numbers and complex functions throughout. 319 00:22:30,000 --> 00:22:36,000 Notice they both have two arbitrary constants in them, 320 00:22:33,000 --> 00:22:39,000 C and d, two arbitrary constants. 321 00:22:36,000 --> 00:22:42,000 That, you expect. But that has two arbitrary 322 00:22:39,000 --> 00:22:45,000 constants in it, too, just the real and 323 00:22:42,000 --> 00:22:48,000 imaginary parts of that complex coefficient, C plus i d. 324 00:22:46,000 --> 00:22:52,000 Well, that took half the 325 00:22:48,000 --> 00:22:54,000 period, and it was a long, I don't consider it a 326 00:22:52,000 --> 00:22:58,000 digression because learning those ways of dealing with 327 00:22:56,000 --> 00:23:02,000 complex numbers of complex functions is a fairly important 328 00:23:00,000 --> 00:23:06,000 goal in this course, actually. 329 00:23:04,000 --> 00:23:10,000 But let's get back now to studying what the oscillations 330 00:23:07,000 --> 00:23:13,000 actually look like. 331 00:23:27,000 --> 00:23:33,000 Okay, well, I'd like to save a little time, but very quickly, 332 00:23:34,000 --> 00:23:40,000 you don't have to reproduce this sketch. 333 00:23:39,000 --> 00:23:45,000 I remember very well from Friday to Monday, 334 00:23:45,000 --> 00:23:51,000 but I can't expect you to for a variety of reasons. 335 00:23:51,000 --> 00:23:57,000 I mean, I have to think about this stuff all weekend. 336 00:23:58,000 --> 00:24:04,000 And you, God forbid. So, here's the picture, 337 00:24:03,000 --> 00:24:09,000 and I won't explain anymore what's in it, 338 00:24:06,000 --> 00:24:12,000 except there's the mass. Here is the spring constant, 339 00:24:09,000 --> 00:24:15,000 the spring with its constant here. 340 00:24:11,000 --> 00:24:17,000 Here's the dashpot with its constant. 341 00:24:13,000 --> 00:24:19,000 The equation is from Newton's law: m x double, 342 00:24:16,000 --> 00:24:22,000 so this will be x, and here's, let's say, 343 00:24:19,000 --> 00:24:25,000 the equilibrium point is over here. 344 00:24:21,000 --> 00:24:27,000 It looks like m x double prime; we derived this last time, 345 00:24:25,000 --> 00:24:31,000 plus c x prime plus k x equals zero. 346 00:24:30,000 --> 00:24:36,000 And now, if I put that in standard form, 347 00:24:33,000 --> 00:24:39,000 it's going to look like x double prime plus c over m x 348 00:24:39,000 --> 00:24:45,000 prime plus k over m times x equals zero. 349 00:24:45,000 --> 00:24:51,000 And, finally, 350 00:24:47,000 --> 00:24:53,000 the standard form in which your book writes it, 351 00:24:52,000 --> 00:24:58,000 which is good, it's a standard form in general 352 00:24:56,000 --> 00:25:02,000 that is used in the science and engineering courses. 353 00:25:02,000 --> 00:25:08,000 One writes this as, just to be perverse, 354 00:25:05,000 --> 00:25:11,000 I'm going to change x back to y, okay, mostly just to be 355 00:25:11,000 --> 00:25:17,000 eclectic, to get you used to every conceivable notation. 356 00:25:19,000 --> 00:25:25,000 So, I'm going to write this to change x to y. 357 00:25:22,000 --> 00:25:28,000 So, that's going to become y double prime. 358 00:25:26,000 --> 00:25:32,000 And now, this is given a new name, p, except to get rid of 359 00:25:30,000 --> 00:25:36,000 lots of twos, which would really screw up the 360 00:25:33,000 --> 00:25:39,000 formulas, make it 2p. You will see why in a minute. 361 00:25:38,000 --> 00:25:44,000 So, there's 2p times y prime, and this thing we 362 00:25:42,000 --> 00:25:48,000 are going to call omega nought squared. 363 00:25:46,000 --> 00:25:52,000 Now, that's okay. It's a positive number. 364 00:25:49,000 --> 00:25:55,000 Any positive number is the square of some other positive 365 00:25:53,000 --> 00:25:59,000 number. Take a square root. 366 00:25:55,000 --> 00:26:01,000 You will see why, it makes the formulas much 367 00:25:59,000 --> 00:26:05,000 pretty to call it that. And, it makes also a lot of 368 00:26:04,000 --> 00:26:10,000 things much easier to remember. So, all I'm doing is changing 369 00:26:08,000 --> 00:26:14,000 the names of the constants that way in order to get better 370 00:26:13,000 --> 00:26:19,000 formulas, easier to remember formulas at the end. 371 00:26:16,000 --> 00:26:22,000 Now, we are interested in the case where there is 372 00:26:20,000 --> 00:26:26,000 oscillations. In other words, 373 00:26:22,000 --> 00:26:28,000 I only care about the case in which this has complex roots, 374 00:26:27,000 --> 00:26:33,000 because if it has just real roots, that's the over-damped 375 00:26:31,000 --> 00:26:37,000 case. I don't get any oscillations. 376 00:26:35,000 --> 00:26:41,000 By far, oscillations are by far the more important of the cases, 377 00:26:40,000 --> 00:26:46,000 I mean, just because, I don't know, 378 00:26:43,000 --> 00:26:49,000 I could go on for five minutes listing things that oscillate, 379 00:26:48,000 --> 00:26:54,000 oscillations, you know, like this. 380 00:26:51,000 --> 00:26:57,000 So they can oscillate by going to sleep, and waking up, 381 00:26:56,000 --> 00:27:02,000 and going to sleep, and waking up. 382 00:26:59,000 --> 00:27:05,000 They could oscillate. So, that means we're going to 383 00:27:03,000 --> 00:27:09,000 get complex roots. The characteristic equation is 384 00:27:07,000 --> 00:27:13,000 going to be r squared plus 2p. So, p is a constant, 385 00:27:10,000 --> 00:27:16,000 now, right? Often, p I use in this position 386 00:27:13,000 --> 00:27:19,000 to indicate a function of t. But here, p is a constant. 387 00:27:16,000 --> 00:27:22,000 So, r squared plus 2p times r plus omega nought squared is 388 00:27:20,000 --> 00:27:26,000 equal to zero. 389 00:27:23,000 --> 00:27:29,000 Now, what are its roots? Well, you see right away the 390 00:27:27,000 --> 00:27:33,000 first advantage in putting in the two there. 391 00:27:31,000 --> 00:27:37,000 When I use the quadratic formula, it's negative 2p over 392 00:27:34,000 --> 00:27:40,000 two. Remember that two in the 393 00:27:37,000 --> 00:27:43,000 denominator. So, that's simply negative p. 394 00:27:40,000 --> 00:27:46,000 And, how about the rest? Plus or minus the square root 395 00:27:44,000 --> 00:27:50,000 of, now do it in your head. 4p squared minus 4 omega nought 396 00:27:48,000 --> 00:27:54,000 squared. So, there's a four in both of 397 00:27:53,000 --> 00:27:59,000 those terms. When I pull it outside becomes 398 00:27:56,000 --> 00:28:02,000 two. And, the two in the denominator 399 00:27:59,000 --> 00:28:05,000 is lurking, waiting to annihilate it. 400 00:28:03,000 --> 00:28:09,000 So, that two disappears entirely, and it will we are 401 00:28:06,000 --> 00:28:12,000 left with is, simply, p squared minus omega 402 00:28:09,000 --> 00:28:15,000 nought squared. 403 00:28:11,000 --> 00:28:17,000 Now, whenever people write quadratic equations, 404 00:28:14,000 --> 00:28:20,000 and arbitrarily put a two in there, it's because they were 405 00:28:18,000 --> 00:28:24,000 going to want to solve the quadratic equation using the 406 00:28:21,000 --> 00:28:27,000 quadratic formula, and they don't want all those 407 00:28:24,000 --> 00:28:30,000 twos and fours to be cluttering up the formula. 408 00:28:29,000 --> 00:28:35,000 That's what we are doing here. Okay, now, the first case is 409 00:28:33,000 --> 00:28:39,000 where p is equal to zero. This is going to explain 410 00:28:37,000 --> 00:28:43,000 immediately why I wrote that omega nought squared, 411 00:28:41,000 --> 00:28:47,000 as you probably already know from physics. 412 00:28:44,000 --> 00:28:50,000 If p is equal to zero, the mass isn't zero. 413 00:28:48,000 --> 00:28:54,000 Otherwise, nothing good would be happening here. 414 00:28:52,000 --> 00:28:58,000 It must be that the damping is zero. 415 00:28:55,000 --> 00:29:01,000 So, p is equal to zero corresponds to undamped. 416 00:29:00,000 --> 00:29:06,000 There is no dashpot. The oscillations are undamped. 417 00:29:03,000 --> 00:29:09,000 And, the equation, then, becomes the solutions, 418 00:29:06,000 --> 00:29:12,000 then, are, well, the equation becomes the 419 00:29:09,000 --> 00:29:15,000 equation of simple harmonic motion, which, 420 00:29:12,000 --> 00:29:18,000 I think you already are used to writing in this form. 421 00:29:15,000 --> 00:29:21,000 And, the reason you're writing in this form because you know 422 00:29:19,000 --> 00:29:25,000 when you do that, this becomes the circular 423 00:29:22,000 --> 00:29:28,000 frequency of the oscillations. The solutions are pure 424 00:29:26,000 --> 00:29:32,000 oscillations, and omega nought is 425 00:29:29,000 --> 00:29:35,000 the circular frequency. So, right away from the 426 00:29:33,000 --> 00:29:39,000 equation itself, if you write it in this form, 427 00:29:37,000 --> 00:29:43,000 you can read off what the frequency of the solutions is 428 00:29:41,000 --> 00:29:47,000 going to be, the circular frequency of the solutions. 429 00:29:45,000 --> 00:29:51,000 Now, the solutions themselves, of course, look like, 430 00:29:49,000 --> 00:29:55,000 the general solutions look like y equal, in this particular 431 00:29:54,000 --> 00:30:00,000 case, the p part is zero. This is zero. 432 00:29:57,000 --> 00:30:03,000 It's simply, so, in this case, 433 00:29:59,000 --> 00:30:05,000 r is equal to omega nought i times omega naught plus or 434 00:30:03,000 --> 00:30:09,000 minus, but as before we don't bother with the minus sign since 435 00:30:08,000 --> 00:30:14,000 one of those roots is good enough. 436 00:30:13,000 --> 00:30:19,000 And then, the solutions are simply c1 cosine omega nought t 437 00:30:16,000 --> 00:30:22,000 plus c2 sine omega nought t. 438 00:30:20,000 --> 00:30:26,000 That's if you write it out in 439 00:30:23,000 --> 00:30:29,000 the sign, and if you write it using the trigonometric 440 00:30:26,000 --> 00:30:32,000 identity, then the other way of writing it is a times the cosine 441 00:30:30,000 --> 00:30:36,000 of omega nought t. 442 00:30:34,000 --> 00:30:40,000 But now you will have to put it a phase lag. 443 00:30:37,000 --> 00:30:43,000 So, you have those two forms of writing it. 444 00:30:41,000 --> 00:30:47,000 And, I assume you remember writing the little triangle, 445 00:30:45,000 --> 00:30:51,000 which converts one into the other. 446 00:30:48,000 --> 00:30:54,000 Okay, so this justifies calling this omega nought squared 447 00:30:53,000 --> 00:30:59,000 rather than k over m. 448 00:30:56,000 --> 00:31:02,000 And now, the question is what does the damp case look like? 449 00:31:01,000 --> 00:31:07,000 It requires a somewhat closer analysis, and it requires a 450 00:31:06,000 --> 00:31:12,000 certain amount of thinking. So, let's begin with an epsilon 451 00:31:13,000 --> 00:31:19,000 bit of thinking. So, here's my question. 452 00:31:18,000 --> 00:31:24,000 So, in the damped case, I want to be sure that I'm 453 00:31:24,000 --> 00:31:30,000 getting oscillations. When do I get oscillations if, 454 00:31:30,000 --> 00:31:36,000 well, we get oscillations if those roots are really complex, 455 00:31:37,000 --> 00:31:43,000 and not masquerading. Now, when are the roots going 456 00:31:43,000 --> 00:31:49,000 to be really complex? This has to be, 457 00:31:46,000 --> 00:31:52,000 the inside has to be negative. p squared minus omega squared 458 00:31:52,000 --> 00:31:58,000 must be negative. 459 00:31:56,000 --> 00:32:02,000 p squared minus omega nought squared must be less than zero 460 00:32:01,000 --> 00:32:07,000 so that we are taking a square root of negative number, 461 00:32:06,000 --> 00:32:12,000 and we are getting a real complex roots, 462 00:32:09,000 --> 00:32:15,000 really complex roots. In other words, 463 00:32:14,000 --> 00:32:20,000 now, this says, remember these numbers are all 464 00:32:17,000 --> 00:32:23,000 positive, p and omega nought are positive. 465 00:32:21,000 --> 00:32:27,000 So, the condition is that p should be 466 00:32:25,000 --> 00:32:31,000 less than omega nought. In other words, 467 00:32:28,000 --> 00:32:34,000 the damping should be less than the circular frequency, 468 00:32:32,000 --> 00:32:38,000 except p is not the damping. It's half the damping, 469 00:32:38,000 --> 00:32:44,000 and it's not really the damping either because it involved the 470 00:32:43,000 --> 00:32:49,000 m, too. You'd better just call it p. 471 00:32:47,000 --> 00:32:53,000 Naturally, I could write the condition out in terms of c, 472 00:32:52,000 --> 00:32:58,000 m, and k. So, your book does that, 473 00:32:55,000 --> 00:33:01,000 but I'm not going to. It gives it in terms of c, 474 00:32:59,000 --> 00:33:05,000 m, and k, which somebody might want to know. 475 00:33:03,000 --> 00:33:09,000 But, you know, we don't have to do everything 476 00:33:08,000 --> 00:33:14,000 here. Okay, so let's assume that this 477 00:33:12,000 --> 00:33:18,000 is true. What is the solution look like? 478 00:33:15,000 --> 00:33:21,000 Well, we already experimented with that last time. 479 00:33:19,000 --> 00:33:25,000 Remember, there was some guiding thing which was an 480 00:33:23,000 --> 00:33:29,000 exponential. And then, down here, 481 00:33:26,000 --> 00:33:32,000 we wrote the negative. So, this was an exponential. 482 00:33:31,000 --> 00:33:37,000 In fact, it was the exponential, e to the negative 483 00:33:35,000 --> 00:33:41,000 pt. And, in between that, 484 00:33:38,000 --> 00:33:44,000 the curve tried to do its thing. 485 00:33:41,000 --> 00:33:47,000 So, the solution looks sort of like this. 486 00:33:45,000 --> 00:33:51,000 It oscillated, but it had to use that 487 00:33:48,000 --> 00:33:54,000 exponential function as its guidelines, as its amplitude, 488 00:33:53,000 --> 00:33:59,000 in other words. Now, this is a truly terrible 489 00:33:57,000 --> 00:34:03,000 picture. It's so terrible, 490 00:34:01,000 --> 00:34:07,000 it's unusable. Okay, this picture never 491 00:34:05,000 --> 00:34:11,000 happened. Unfortunately, 492 00:34:07,000 --> 00:34:13,000 this is not my forte along with a lot of other things. 493 00:34:12,000 --> 00:34:18,000 All right, let's try it better. Here's our better picture. 494 00:34:18,000 --> 00:34:24,000 Okay, there's the exponential. At this point, 495 00:34:22,000 --> 00:34:28,000 I'm supposed to have a lecture demonstration. 496 00:34:26,000 --> 00:34:32,000 It's supposed to go up on the thing, so you can all see it. 497 00:34:34,000 --> 00:34:40,000 But then, you wouldn't be able to copy it. 498 00:34:37,000 --> 00:34:43,000 So, at least we are on even terms now. 499 00:34:40,000 --> 00:34:46,000 Okay, how does the actual curve look? 500 00:34:43,000 --> 00:34:49,000 Well, I'm just trying to be fair. 501 00:34:45,000 --> 00:34:51,000 That's all. Okay, after a while, 502 00:34:48,000 --> 00:34:54,000 the point is, just so we have something to 503 00:34:51,000 --> 00:34:57,000 aim at, let's say, okay, here we are going to go, 504 00:34:55,000 --> 00:35:01,000 we're going to get down through there. 505 00:35:00,000 --> 00:35:06,000 Okay then, this is our better curve. 506 00:35:03,000 --> 00:35:09,000 Okay, so I am a solution, a particular solution 507 00:35:08,000 --> 00:35:14,000 satisfying this initial condition. 508 00:35:12,000 --> 00:35:18,000 I started here, and that was my initial 509 00:35:16,000 --> 00:35:22,000 velocity. The slope of that thing gave me 510 00:35:20,000 --> 00:35:26,000 the initial velocity. Now, the interesting question 511 00:35:26,000 --> 00:35:32,000 is, the first, in some ways, 512 00:35:28,000 --> 00:35:34,000 the most interesting question, though there will be others, 513 00:35:35,000 --> 00:35:41,000 too, is what is this spacing? Well, that's a period. 514 00:35:42,000 --> 00:35:48,000 And now, it's half a period. I clearly ought to think of 515 00:35:47,000 --> 00:35:53,000 this as the whole period. So, let's call that, 516 00:35:51,000 --> 00:35:57,000 I'm going to call this pi over, so this spacing here, 517 00:35:56,000 --> 00:36:02,000 from there to there, I will call that pi divided by 518 00:36:01,000 --> 00:36:07,000 omega one because this, from here to here, 519 00:36:05,000 --> 00:36:11,000 should be, I hope, twice that, two pi over omega 520 00:36:10,000 --> 00:36:16,000 one. Now, my question is, 521 00:36:14,000 --> 00:36:20,000 so this, for a solution, it's, in fact, 522 00:36:18,000 --> 00:36:24,000 is going to cross the axis regularly in that way. 523 00:36:24,000 --> 00:36:30,000 My question is, how does this period, 524 00:36:28,000 --> 00:36:34,000 so this is going to be its half period. 525 00:36:34,000 --> 00:36:40,000 I will put period in quotation marks because this isn't really 526 00:36:39,000 --> 00:36:45,000 a periodic function because it's decreasing all the time in 527 00:36:43,000 --> 00:36:49,000 amplitude. But, it's trying to be 528 00:36:46,000 --> 00:36:52,000 periodic. At lease it's doing something 529 00:36:49,000 --> 00:36:55,000 periodically. It's crossing the axis 530 00:36:52,000 --> 00:36:58,000 periodically. So, this is the half period. 531 00:36:55,000 --> 00:37:01,000 Two pi over omega one would be its full 532 00:37:00,000 --> 00:37:06,000 period. What I want to know is, 533 00:37:02,000 --> 00:37:08,000 how does that half period, or how does-- omega one is 534 00:37:07,000 --> 00:37:13,000 called its pseudo-frequency. This should really be called 535 00:37:13,000 --> 00:37:19,000 its pseudo-period. Everything is pseudo. 536 00:37:16,000 --> 00:37:22,000 Everything is fake here. Like, the amoeba has its fake 537 00:37:21,000 --> 00:37:27,000 foot and stuff like that. Okay, so this is its 538 00:37:24,000 --> 00:37:30,000 pseudo-period, pseudo-frequency, 539 00:37:27,000 --> 00:37:33,000 pseudo-circular frequency, but that's hopeless. 540 00:37:31,000 --> 00:37:37,000 I guess it should be circular pseudo-frequency, 541 00:37:35,000 --> 00:37:41,000 or I don't know how you say that. 542 00:37:39,000 --> 00:37:45,000 I don't think pseudo is a word all by itself, 543 00:37:46,000 --> 00:37:52,000 not even in 18.03, circular. 544 00:37:50,000 --> 00:37:56,000 Okay, here's my question. If the damping goes up, 545 00:37:58,000 --> 00:38:04,000 this is the damping term. If the damping goes up, 546 00:38:06,000 --> 00:38:12,000 what happens to the pseudo-frequency? 547 00:38:11,000 --> 00:38:17,000 The frequency is how often the curve, this is high-frequency, 548 00:38:19,000 --> 00:38:25,000 and this is low-frequency, okay? 549 00:38:23,000 --> 00:38:29,000 So, my question is, which way does the frequency 550 00:38:29,000 --> 00:38:35,000 go? If the damping goes up, 551 00:38:33,000 --> 00:38:39,000 does the frequency go up or down? 552 00:38:38,000 --> 00:38:44,000 Down. I mean, I'm just asking you to 553 00:38:42,000 --> 00:38:48,000 answer intuitively on the basis of your intuition about how this 554 00:38:50,000 --> 00:38:56,000 thing explains, how this thing goes, 555 00:38:55,000 --> 00:39:01,000 and now let's get the formula. What, in fact, 556 00:39:01,000 --> 00:39:07,000 is omega one? What is omega one? 557 00:39:05,000 --> 00:39:11,000 The answer is when I solve the equation, so, 558 00:39:09,000 --> 00:39:15,000 r is now, so in other words, if omega one is, 559 00:39:13,000 --> 00:39:19,000 sorry, if I have p, if p is no longer zero as it 560 00:39:18,000 --> 00:39:24,000 was in the undamped case, what is the root, 561 00:39:22,000 --> 00:39:28,000 now? Okay, well, the root is minus p 562 00:39:25,000 --> 00:39:31,000 plus or minus the square root of p squared, -- 563 00:39:31,000 --> 00:39:37,000 -- now I'm going to write it this way, minus, 564 00:39:34,000 --> 00:39:40,000 to indicate that it's really a negative number, 565 00:39:38,000 --> 00:39:44,000 omega squared minus p squared. 566 00:39:42,000 --> 00:39:48,000 Now, I'm going to call this, because you see when I change 567 00:39:47,000 --> 00:39:53,000 this to sines and cosines, the square root of this number 568 00:39:52,000 --> 00:39:58,000 is what's going to become that new frequency. 569 00:39:55,000 --> 00:40:01,000 I'm going to call that minus p plus or minus the square root of 570 00:40:00,000 --> 00:40:06,000 minus omega one squared. That's going to be the new 571 00:40:06,000 --> 00:40:12,000 frequency. And therefore, 572 00:40:08,000 --> 00:40:14,000 the root is going to change so that the corresponding solution 573 00:40:13,000 --> 00:40:19,000 is going to look, how? 574 00:40:15,000 --> 00:40:21,000 Well, it's going to be e to the negative pt times, 575 00:40:20,000 --> 00:40:26,000 let's write it out first in terms of sines and cosines, 576 00:40:25,000 --> 00:40:31,000 times the cosine of, well, the square root of omega 577 00:40:29,000 --> 00:40:35,000 one squared is omega one. 578 00:40:35,000 --> 00:40:41,000 But, there's an i out front because of the negative sign in 579 00:40:39,000 --> 00:40:45,000 front of that. So, it's going to be the cosine 580 00:40:42,000 --> 00:40:48,000 of omega one t plus c2 times the sine of omega 581 00:40:47,000 --> 00:40:53,000 one t. Or, if you prefer to write it 582 00:40:51,000 --> 00:40:57,000 out in the other form, it's e to the minus p t times 583 00:40:54,000 --> 00:41:00,000 some amplitude, which depends on c1 and c2, 584 00:40:57,000 --> 00:41:03,000 times the cosine of omega one t minus the phase lag. 585 00:41:02,000 --> 00:41:08,000 Now, when I do that, 586 00:41:07,000 --> 00:41:13,000 you see omega one is this pseudo-frequency. 587 00:41:13,000 --> 00:41:19,000 In other words, this number omega one is the 588 00:41:17,000 --> 00:41:23,000 same one that I identified here. And, why is that? 589 00:41:23,000 --> 00:41:29,000 Well, because, what are two successive times? 590 00:41:27,000 --> 00:41:33,000 Suppose it crosses, suppose the solution crosses 591 00:41:33,000 --> 00:41:39,000 the x-axis, sorry, y-- the t-axis. 592 00:41:38,000 --> 00:41:44,000 For the first time, at the point t1, 593 00:41:42,000 --> 00:41:48,000 what's the next time it crosses t2? 594 00:41:46,000 --> 00:41:52,000 Let's jump to the two times across it. 595 00:41:51,000 --> 00:41:57,000 So, I want this to be a whole period, not a half period. 596 00:41:57,000 --> 00:42:03,000 What's t2? Well, I say that t2 is nothing 597 00:42:02,000 --> 00:42:08,000 but 2 pi divided by omega one. 598 00:42:07,000 --> 00:42:13,000 And, you can see that because when I plug in, 599 00:42:10,000 --> 00:42:16,000 if it's zero, if I have a point where it's 600 00:42:14,000 --> 00:42:20,000 zero, so, omega one t minus phi, 601 00:42:18,000 --> 00:42:24,000 when will it be zero for the first time? 602 00:42:22,000 --> 00:42:28,000 Well, that will be when the cosine has to be zero. 603 00:42:26,000 --> 00:42:32,000 So, it will be some multiple of, it will be, 604 00:42:30,000 --> 00:42:36,000 say, pi over two. Then, the next time this 605 00:42:35,000 --> 00:42:41,000 happens will be, if that happens at t1, 606 00:42:39,000 --> 00:42:45,000 then the next time it happens will be at t1 plus 2 pi divided 607 00:42:45,000 --> 00:42:51,000 by omega one. 608 00:42:49,000 --> 00:42:55,000 That will also be pi over two plus how much? 609 00:42:54,000 --> 00:43:00,000 Plus 2 pi, which is the next time the cosine gets around and 610 00:43:00,000 --> 00:43:06,000 is doing its thing, becoming zero as it goes down, 611 00:43:05,000 --> 00:43:11,000 not as it's coming up again. In other words, 612 00:43:11,000 --> 00:43:17,000 this is what you should add to the first time to get this 613 00:43:17,000 --> 00:43:23,000 second time that the cosine becomes zero coming in the 614 00:43:23,000 --> 00:43:29,000 direction from top to the bottom. 615 00:43:26,000 --> 00:43:32,000 So, this is, in fact, the frequency with 616 00:43:30,000 --> 00:43:36,000 which it's crossing the axis. Now, notice, 617 00:43:36,000 --> 00:43:42,000 I'm running out of boards. What a disaster! 618 00:43:41,000 --> 00:43:47,000 In that expression, take a look at it. 619 00:43:46,000 --> 00:43:52,000 I want to know what depends on what. 620 00:43:50,000 --> 00:43:56,000 So, p, in that, we got constants. 621 00:43:54,000 --> 00:44:00,000 We got p. We got phi. 622 00:43:57,000 --> 00:44:03,000 We got A. What else we got? 623 00:44:00,000 --> 00:44:06,000 Omega one. What do these things depend 624 00:44:07,000 --> 00:44:13,000 upon? You've got to keep it firmly in 625 00:44:11,000 --> 00:44:17,000 mind. This depends only on the ODE. 626 00:44:14,000 --> 00:44:20,000 It's basically the damping. It depends on c and m. 627 00:44:19,000 --> 00:44:25,000 Essentially, it's c over 2m 628 00:44:23,000 --> 00:44:29,000 actually. How about phi? 629 00:44:25,000 --> 00:44:31,000 Well, phi, what else depends only on the ODE? 630 00:44:30,000 --> 00:44:36,000 Omega one depends only on the ODE. 631 00:44:36,000 --> 00:44:42,000 What's the formula for omega one? 632 00:44:38,000 --> 00:44:44,000 Omega one squared. 633 00:44:40,000 --> 00:44:46,000 Where do we have it? Omega one squared, 634 00:44:43,000 --> 00:44:49,000 I never wrote the formula for you. 635 00:44:46,000 --> 00:44:52,000 So, we have omega nought squared minus p squared equals 636 00:44:50,000 --> 00:44:56,000 omega one squared. 637 00:44:53,000 --> 00:44:59,000 What's the relation between them? 638 00:44:56,000 --> 00:45:02,000 That's the Pythagorean theorem. If this is omega nought, 639 00:45:00,000 --> 00:45:06,000 then this omega one, this is p. 640 00:45:04,000 --> 00:45:10,000 They make a little, right triangle in other words. 641 00:45:09,000 --> 00:45:15,000 The omega one depends on the spring. 642 00:45:13,000 --> 00:45:19,000 So, it's equal to, well, it's equal to that thing. 643 00:45:19,000 --> 00:45:25,000 So, it depends on the damping. It depends upon the damping, 644 00:45:25,000 --> 00:45:31,000 and it depends on the spring constant. 645 00:45:30,000 --> 00:45:36,000 How about the phi and the A? What do they depend on? 646 00:45:36,000 --> 00:45:42,000 They depend upon the initial conditions. 647 00:45:42,000 --> 00:45:48,000 So, the mass of constants, they have different functions. 648 00:45:47,000 --> 00:45:53,000 What's making this complicated is that our answer needs four 649 00:45:53,000 --> 00:45:59,000 parameters to describe it. This tells you how fast it's 650 00:45:59,000 --> 00:46:05,000 coming down. This tells you the phase lag. 651 00:46:03,000 --> 00:46:09,000 This amplitude modifies, it tells you whether the 652 00:46:08,000 --> 00:46:14,000 exponential curve starts going, is like that or goes like this. 653 00:46:15,000 --> 00:46:21,000 And, finally, the omega one is this 654 00:46:18,000 --> 00:46:24,000 pseudo-frequency, which tells you how it's 655 00:46:22,000 --> 00:46:28,000 bobbing up and down.