1 00:00:01,590 --> 00:00:06,270 PROFESSOR: Let us consider the anharmonic oscillator, which 2 00:00:06,270 --> 00:00:11,940 means that you're taking the unperturbed Hamiltonian to be 3 00:00:11,940 --> 00:00:13,710 the harmonic oscillator. 4 00:00:18,910 --> 00:00:22,600 And now, you want to add an extra term that 5 00:00:22,600 --> 00:00:25,900 will make this anharmonic. 6 00:00:25,900 --> 00:00:31,300 Anharmonic reflects the fact that the perturbations are 7 00:00:31,300 --> 00:00:35,200 oscillations of the system are not exactly harmonic. 8 00:00:35,200 --> 00:00:39,190 And in the harmonic oscillator, the energy difference 9 00:00:39,190 --> 00:00:42,374 between levels is always the same. 10 00:00:42,374 --> 00:00:45,240 That's a beautiful property of the harmonic oscillator. 11 00:00:45,240 --> 00:00:49,140 That stops happening in an anharmonic oscillator. 12 00:00:49,140 --> 00:00:51,150 The energy differences can vary. 13 00:00:51,150 --> 00:00:56,490 So the things, if you have a transition from one level, 14 00:00:56,490 --> 00:01:00,090 first level to the ground state, or second level to the ground 15 00:01:00,090 --> 00:01:03,450 state, one is not the harmonic of the other 16 00:01:03,450 --> 00:01:09,740 because they're not exactly twice as big as each other. 17 00:01:09,740 --> 00:01:19,280 So let's try to add an x to the 4th perturbation, which 18 00:01:19,280 --> 00:01:21,320 is intuitively very clear. 19 00:01:21,320 --> 00:01:24,840 You have a potential. 20 00:01:24,840 --> 00:01:27,870 And you're adding now an extra piece 21 00:01:27,870 --> 00:01:30,960 that behaves like x to the 4th. 22 00:01:30,960 --> 00:01:35,310 And it's going to make this potential blow up faster. 23 00:01:38,380 --> 00:01:40,600 Now, in order to get the units right, 24 00:01:40,600 --> 00:01:43,280 we need the length scale. 25 00:01:43,280 --> 00:01:53,080 There's a length scale d in the harmonic oscillator. 26 00:01:53,080 --> 00:01:56,050 We're going to use it. 27 00:01:56,050 --> 00:01:58,360 One way to derive that length scale is 28 00:01:58,360 --> 00:02:04,210 to recall from units that p, a momentum, has units of h 29 00:02:04,210 --> 00:02:05,530 divided by length. 30 00:02:05,530 --> 00:02:09,789 So b squared has units of h squared over d squared. 31 00:02:09,789 --> 00:02:10,870 There's an m. 32 00:02:10,870 --> 00:02:13,640 So that's an energy. 33 00:02:13,640 --> 00:02:15,610 And this is an energy too. 34 00:02:15,610 --> 00:02:22,100 So we can set it equal to m omega squared d squared. 35 00:02:22,100 --> 00:02:28,850 From where we get, for example, as 1 over d to the 4th 36 00:02:28,850 --> 00:02:36,890 is equal to m squared omega squared over h squared. 37 00:02:36,890 --> 00:02:43,630 And d squared is equal to h over m omega. 38 00:02:43,630 --> 00:02:46,060 So that's a length scale, something 39 00:02:46,060 --> 00:02:50,960 with units of length in the harmonic oscillator. 40 00:02:50,960 --> 00:02:53,700 So if we want to add the perturbation that 41 00:02:53,700 --> 00:02:57,640 is x to the 4th, we'll add a lambda delta 42 00:02:57,640 --> 00:03:01,030 H that is going to be a lambda, which 43 00:03:01,030 --> 00:03:04,070 is unit freedom, something that has units of energy. 44 00:03:04,070 --> 00:03:08,710 So you can put h bar mega has units of energy. 45 00:03:08,710 --> 00:03:11,410 And then you can put the operator x 46 00:03:11,410 --> 00:03:14,860 to the 4th divided by d to the 4th. 47 00:03:20,810 --> 00:03:23,310 It's a perturbation with units of energy. 48 00:03:23,310 --> 00:03:23,900 This is good. 49 00:03:27,370 --> 00:03:34,570 So there's a couple of ways of thinking of it. 50 00:03:34,570 --> 00:03:38,560 You may remember that in the harmonic oscillator 51 00:03:38,560 --> 00:03:45,070 x, the operator x, was given by the square root of h 52 00:03:45,070 --> 00:03:49,855 over 2m omega, a plus a dagger. 53 00:03:52,360 --> 00:04:06,450 So this is d times a plus a dagger over square root of 2. 54 00:04:11,480 --> 00:04:19,790 So this perturbation lambda delta H is equal to lambda. 55 00:04:19,790 --> 00:04:21,769 H bar omega would be here. 56 00:04:21,769 --> 00:04:24,050 H bar omega. 57 00:04:24,050 --> 00:04:32,210 Now x/d is this a plus a dagger divided by square root of 2. 58 00:04:32,210 --> 00:04:39,750 So you have a 4a plus a dagger to the 4th. 59 00:04:39,750 --> 00:04:47,060 So that's lambda delta H. That's your perturbation. 60 00:04:54,730 --> 00:04:57,830 So what do we want to do with this perturbation? 61 00:04:57,830 --> 00:04:59,710 It's a nice perturbation. 62 00:04:59,710 --> 00:05:01,840 We want to compute the corrections 63 00:05:01,840 --> 00:05:05,290 to the energy, corrections to the states, 64 00:05:05,290 --> 00:05:07,075 and see how they go. 65 00:05:09,990 --> 00:05:11,115 We can do that easily. 66 00:05:18,410 --> 00:05:21,340 Let's compute first that corrections to the ground state 67 00:05:21,340 --> 00:05:24,080 energy. 68 00:05:24,080 --> 00:05:27,340 These are calculations that are not difficult, 69 00:05:27,340 --> 00:05:31,440 but they take some care. 70 00:05:31,440 --> 00:05:34,900 As any calculation, it's based on just 71 00:05:34,900 --> 00:05:39,010 getting a lot of numbers right. 72 00:05:39,010 --> 00:05:42,790 So what is the ground state energy correction? 73 00:05:42,790 --> 00:05:48,250 So we had a series of formulas that I just erased. 74 00:05:48,250 --> 00:05:54,730 But this index k0 for our state, we 75 00:05:54,730 --> 00:05:59,080 can think of k as being the eigenvalue of the number 76 00:05:59,080 --> 00:05:59,960 operator. 77 00:05:59,960 --> 00:06:01,760 So we'll get n. 78 00:06:01,760 --> 00:06:04,540 And remember in the harmonic oscillator, 79 00:06:04,540 --> 00:06:11,440 we label states by 0, 1, 2, 3. 80 00:06:11,440 --> 00:06:16,150 And that's the eigenvalue of the number operator 81 00:06:16,150 --> 00:06:17,810 in the harmonic oscillator. 82 00:06:17,810 --> 00:06:22,720 So the ground state energy would correspond to 0, 83 00:06:22,720 --> 00:06:25,000 has a first order correction that 84 00:06:25,000 --> 00:06:30,030 would be given by the unperturbed ground state 85 00:06:30,030 --> 00:06:36,660 and delta H 0. 86 00:06:36,660 --> 00:06:39,240 So what is that? 87 00:06:39,240 --> 00:06:45,790 Delta H is h omega over 4. 88 00:06:45,790 --> 00:06:54,330 And we have 0 a plus a dagger to the 4th 0. 89 00:06:54,330 --> 00:06:55,350 Easy enough. 90 00:06:55,350 --> 00:06:57,750 That's what we have to do. 91 00:06:57,750 --> 00:07:01,410 Now, the evaluation of that matrix element 92 00:07:01,410 --> 00:07:04,770 is a simple exercise, the kind of things 93 00:07:04,770 --> 00:07:06,840 you've been doing before. 94 00:07:06,840 --> 00:07:11,490 You have to expand and just use the aa dagger computation 95 00:07:11,490 --> 00:07:15,435 relation that this aa dagger is equal to 1. 96 00:07:18,270 --> 00:07:21,360 You said repeatedly a kills the vacuum. 97 00:07:21,360 --> 00:07:24,000 a dagger kills the other vacuum on the left. 98 00:07:26,570 --> 00:07:27,620 Please do it. 99 00:07:27,620 --> 00:07:29,840 If you feel you're out of practice, 100 00:07:29,840 --> 00:07:33,110 the answer is the number 3 here. 101 00:07:33,110 --> 00:07:42,875 So e01 is equal to 3/4 h bar omega. 102 00:07:46,960 --> 00:07:50,170 So how does that tell you anything? 103 00:07:50,170 --> 00:07:52,750 Well, better use the full formula. 104 00:07:52,750 --> 00:08:01,480 So e0 of lambda is supposed to be equal to the ground state 105 00:08:01,480 --> 00:08:06,670 energy unperturbed, which was h omega over 2 106 00:08:06,670 --> 00:08:10,360 plus lambda times the first order correction, which 107 00:08:10,360 --> 00:08:19,200 is 3/4 h bar omega plus order lambda squared. 108 00:08:19,200 --> 00:08:23,530 So e0 of lambda is h omega over 2, 109 00:08:23,530 --> 00:08:31,210 1 plus 3/2 lambda plus order lambda squared. 110 00:08:31,210 --> 00:08:32,370 That's what we got. 111 00:08:32,370 --> 00:08:34,890 And that makes nice sense. 112 00:08:34,890 --> 00:08:40,049 Your ground state energy you knew used to be h omega over 2. 113 00:08:40,049 --> 00:08:42,730 If you introduce this perturbation, 114 00:08:42,730 --> 00:08:45,960 you don't expect it to jump abruptly. 115 00:08:45,960 --> 00:08:50,790 It's going to grow up with the lambda 116 00:08:50,790 --> 00:08:56,790 to the 4th term with the x to the 4th term into 3/2 117 00:08:56,790 --> 00:09:00,330 lambda here, a small correction. 118 00:09:00,330 --> 00:09:04,730 So far, so good. 119 00:09:04,730 --> 00:09:08,540 What takes a bit more work is doing a higher order 120 00:09:08,540 --> 00:09:09,380 correction. 121 00:09:09,380 --> 00:09:11,430 So let's do the next one as well. 122 00:09:15,210 --> 00:09:20,810 So for this second order correction, we have a formula. 123 00:09:20,810 --> 00:09:24,090 And let's see what it tells us. 124 00:09:27,370 --> 00:09:30,885 It tells us that the second order correction to the energy 125 00:09:30,885 --> 00:09:36,880 is minus the sum over all states that are not the ground states. 126 00:09:36,880 --> 00:09:39,360 So it's k different from 0. 127 00:09:39,360 --> 00:09:41,250 That's good enough. 128 00:09:41,250 --> 00:09:49,860 Delta H 0k squared over Ek0 minus e00. 129 00:09:52,990 --> 00:09:55,900 So potentially, it's an infinite sum. 130 00:09:55,900 --> 00:09:58,750 And that's the kind of thing that is sometimes difficult. 131 00:09:58,750 --> 00:10:02,420 In many examples, you have infinite sums. 132 00:10:02,420 --> 00:10:05,350 Sometimes you can do an approximation, 133 00:10:05,350 --> 00:10:08,180 say a few terms is all you need to do. 134 00:10:08,180 --> 00:10:11,350 But in this case, happily, it's not 135 00:10:11,350 --> 00:10:12,700 going to be an infinite sum. 136 00:10:16,250 --> 00:10:21,310 So what do we have? 137 00:10:21,310 --> 00:10:26,680 Delta H0k is what we need to calculate. 138 00:10:26,680 --> 00:10:29,040 The energy differences, we know. 139 00:10:29,040 --> 00:10:32,740 These are the unperturbed harmonic oscillator energy 140 00:10:32,740 --> 00:10:33,730 differences. 141 00:10:33,730 --> 00:10:43,560 What we need is this object, which is h bar omega over 4. 142 00:10:43,560 --> 00:10:48,560 Remember, what is delta H there in that box formula there. 143 00:10:48,560 --> 00:11:00,395 And we have 0 a plus a dagger to the 4th K, where 144 00:11:00,395 --> 00:11:03,800 K is a state with number K. 145 00:11:03,800 --> 00:11:08,600 If you wish, you could say K is a dagger 146 00:11:08,600 --> 00:11:15,000 to the K over square root of K factorial acting on the ground 147 00:11:15,000 --> 00:11:15,500 state. 148 00:11:15,500 --> 00:11:18,560 But sometimes you don't need that. 149 00:11:18,560 --> 00:11:25,120 You actually don't need to put the value of K. 150 00:11:25,120 --> 00:11:29,935 So our challenge here is to see which values of K exist. 151 00:11:33,380 --> 00:11:37,820 For that, you can think of this part 152 00:11:37,820 --> 00:11:43,440 of the term, the a plus a dagger to the 4th acting 153 00:11:43,440 --> 00:11:44,760 on the vacuum. 154 00:11:44,760 --> 00:11:48,750 This is like, in a sense, this term 155 00:11:48,750 --> 00:11:52,560 is nothing else but in saying what happens to the wave 156 00:11:52,560 --> 00:11:55,950 function when you multiply it by x to the 4, 157 00:11:55,950 --> 00:11:58,780 to the ground state wave function. 158 00:11:58,780 --> 00:12:01,620 That's physically what you're doing here. 159 00:12:01,620 --> 00:12:04,980 You're multiplying an x to the 4th times the ground 160 00:12:04,980 --> 00:12:06,720 state wave function. 161 00:12:06,720 --> 00:12:11,130 So it should give you an even wave function. 162 00:12:11,130 --> 00:12:15,930 So you would expect that x to the 4th multiplied by 5 0 163 00:12:15,930 --> 00:12:26,400 should be proportional to 5 0, but maybe 5 2 and 5 4th. 164 00:12:26,400 --> 00:12:30,620 Should not have the odd ones because this function is not 165 00:12:30,620 --> 00:12:31,120 odd. 166 00:12:31,120 --> 00:12:32,760 It's even. 167 00:12:32,760 --> 00:12:37,260 So as you express x to the 4th 5 0 in terms of the other ones, 168 00:12:37,260 --> 00:12:38,670 it should be that. 169 00:12:38,670 --> 00:12:43,350 So indeed, again, I ask you to do a little computation. 170 00:12:43,350 --> 00:12:53,535 If you do 0 a plus a dagger to the 4th, this is equal to-- 171 00:12:58,080 --> 00:12:58,860 you can show. 172 00:12:58,860 --> 00:13:05,550 It gives you 4 factorial square root the state 4 173 00:13:05,550 --> 00:13:10,350 plus 6 square root of 2 times the state 2 174 00:13:10,350 --> 00:13:13,230 plus 3 times times the ground state. 175 00:13:23,080 --> 00:13:23,840 OK. 176 00:13:23,840 --> 00:13:30,860 So we have that look let's continue therefore. 177 00:13:40,390 --> 00:13:45,280 Given that [INAUDIBLE] has given us three states-- 178 00:13:45,280 --> 00:13:48,850 one proportional to the vacuum, one proportional 179 00:13:48,850 --> 00:13:53,380 to the state with occupation number 2, and one with a state 180 00:13:53,380 --> 00:13:56,170 of occupation number four-- 181 00:13:56,170 --> 00:13:58,840 the values of k that are relevant, 182 00:13:58,840 --> 00:14:06,600 since k is different from 0, are only 2 and 4. 183 00:14:06,600 --> 00:14:07,890 0 doesn't matter. 184 00:14:07,890 --> 00:14:11,200 And only 2 and 4 can couple here. 185 00:14:11,200 --> 00:14:12,240 So what do we get? 186 00:14:12,240 --> 00:14:20,650 Delta H0 4 would be, from this formula, h omega 187 00:14:20,650 --> 00:14:25,570 over 4 times this inner product when k is equal to 4. 188 00:14:25,570 --> 00:14:31,940 So you get here square root of 4 factorial, 189 00:14:31,940 --> 00:14:38,130 which is h omega over 2 times square root of 6. 190 00:14:38,130 --> 00:14:46,290 Delta H02 is equal to h omega over 4. 191 00:14:46,290 --> 00:14:49,230 And the overlap of this state with 2, 192 00:14:49,230 --> 00:14:51,260 which is 6 square root of 2. 193 00:14:54,480 --> 00:15:00,490 So this is h omega 3 square root of 2/2. 194 00:15:00,490 --> 00:15:01,590 OK. 195 00:15:01,590 --> 00:15:04,140 So that's your first step. 196 00:15:04,140 --> 00:15:07,180 When you have to compute a perturbation, 197 00:15:07,180 --> 00:15:10,650 you have to compute all the relevant matrix elements. 198 00:15:10,650 --> 00:15:13,290 And you have to think what you can get. 199 00:15:13,290 --> 00:15:16,680 And only k equal 2 and 4 happen, so this 200 00:15:16,680 --> 00:15:19,780 is the sum of two terms. 201 00:15:19,780 --> 00:15:23,490 So the second order correction to the energy 202 00:15:23,490 --> 00:15:31,110 is minus delta H0 2 squared divided by E2 0 203 00:15:31,110 --> 00:15:44,310 minus E0 0 minus delta H0 4 squared over E4 0 minus E0 0. 204 00:15:50,470 --> 00:15:52,270 So what is this? 205 00:15:52,270 --> 00:16:02,210 It's minus delta H0 2 squared is h bar omega squared. 206 00:16:02,210 --> 00:16:05,470 9 times 2/4. 207 00:16:05,470 --> 00:16:08,380 9 times 2/4. 208 00:16:08,380 --> 00:16:10,540 And you divide by this difference. 209 00:16:10,540 --> 00:16:16,230 And the difference between E2 and E0 is 2 h bar omega. 210 00:16:16,230 --> 00:16:19,010 There's an h bar omega difference every state. 211 00:16:19,010 --> 00:16:23,040 So you go from E0 to E1 to E2, two of them. 212 00:16:23,040 --> 00:16:36,490 Minus delta H0 4 squared, which is H omega squared times 6/4 213 00:16:36,490 --> 00:16:40,880 over 4 h bar omega. 214 00:16:40,880 --> 00:16:46,465 Well, this gives you minus 21/8 h bar omega. 215 00:16:50,560 --> 00:16:56,740 And therefore, the energy, this is the E0 2, 216 00:16:56,740 --> 00:17:05,560 so you can go back here and write E0 lambda is 217 00:17:05,560 --> 00:17:08,619 equal to H omega over 2. 218 00:17:08,619 --> 00:17:12,220 1 plus 3/2 lambda. 219 00:17:12,220 --> 00:17:15,109 And then the next term that we now calculated 220 00:17:15,109 --> 00:17:20,859 is 21/4 lambda squared. 221 00:17:20,859 --> 00:17:21,819 Very good. 222 00:17:21,819 --> 00:17:22,990 We work hard. 223 00:17:22,990 --> 00:17:26,859 We have lambda squared correction to this energy. 224 00:17:26,859 --> 00:17:29,930 Now, this is not really trivial. 225 00:17:29,930 --> 00:17:33,310 There's no analytic way to solve this problem. 226 00:17:33,310 --> 00:17:37,190 Nobody knows an analytic way to solve this problem. 227 00:17:37,190 --> 00:17:43,540 So this is a nice result. It's so famous 228 00:17:43,540 --> 00:17:48,080 the problem that people have written hundreds of papers 229 00:17:48,080 --> 00:17:49,870 on this. 230 00:17:49,870 --> 00:17:53,730 The first people that did a very detailed analysis 231 00:17:53,730 --> 00:17:56,320 was Bender and Wu. 232 00:17:56,320 --> 00:18:04,170 And they computed probably 100 terms in the series or so. 233 00:18:04,170 --> 00:18:12,220 The next term turns out to be 333/8 lambda cube. 234 00:18:12,220 --> 00:18:23,060 Followed by 30,855/64 lambda to the 4th plus ordered lambda 235 00:18:23,060 --> 00:18:23,840 to 5th. 236 00:18:29,470 --> 00:18:36,060 Funnily, these people also proved that this series 237 00:18:36,060 --> 00:18:39,180 has no radius of convergence. 238 00:18:39,180 --> 00:18:41,400 It never converges. 239 00:18:41,400 --> 00:18:44,060 It just doesn't converge at all. 240 00:18:44,060 --> 00:18:47,310 You would say, oh, what a waste of time. 241 00:18:47,310 --> 00:18:52,950 No, it's an asymptotic expansion, this series. 242 00:18:52,950 --> 00:18:56,760 So it can be used. 243 00:18:56,760 --> 00:19:00,140 So it's a very funny thing. 244 00:19:00,140 --> 00:19:02,810 Series sometimes don't converge so well. 245 00:19:02,810 --> 00:19:10,340 And this one is a peculiarly non-convergent series. 246 00:19:10,340 --> 00:19:14,660 So what does it mean only that it's an asymptotic expansion? 247 00:19:14,660 --> 00:19:19,010 Basically, the expansion for the factorial 248 00:19:19,010 --> 00:19:21,890 that you use in statistical mechanics all the time, 249 00:19:21,890 --> 00:19:26,330 Sterling's expansion, is an asymptotic expansion. 250 00:19:26,330 --> 00:19:29,950 Quantum electro dynamics with Feynman rules 251 00:19:29,950 --> 00:19:34,070 is an asymptotic expansion. 252 00:19:34,070 --> 00:19:39,140 Very few things actually converge in physics. 253 00:19:39,140 --> 00:19:41,720 That's the nature of things. 254 00:19:41,720 --> 00:19:44,330 What it means is that when you take lambda, 255 00:19:44,330 --> 00:19:49,730 for example, to be 1 in 1,000, a very small number, then 256 00:19:49,730 --> 00:19:50,870 this is 1. 257 00:19:50,870 --> 00:19:52,290 This will be very small. 258 00:19:52,290 --> 00:19:54,650 This will still be small. 259 00:19:54,650 --> 00:19:55,700 This will be small. 260 00:19:55,700 --> 00:20:00,150 And eventually, the terms go smaller, smaller, smaller, 261 00:20:00,150 --> 00:20:01,970 smaller, smaller, smaller. 262 00:20:01,970 --> 00:20:06,030 And eventually, start going up again. 263 00:20:06,030 --> 00:20:08,420 And if you have an asymptotic expansion, 264 00:20:08,420 --> 00:20:10,940 you're supposed to stop adding terms 265 00:20:10,940 --> 00:20:12,770 until they become the smallest. 266 00:20:12,770 --> 00:20:16,730 And that will be a good approximation to your function. 267 00:20:16,730 --> 00:20:19,350 So this can be used. 268 00:20:19,350 --> 00:20:20,330 You can use it. 269 00:20:20,330 --> 00:20:22,550 You can do numerical work with the states 270 00:20:22,550 --> 00:20:25,220 and compare with asymptotic expansion. 271 00:20:25,220 --> 00:20:28,530 And it's a very nice thing. 272 00:20:28,530 --> 00:20:32,570 Another thing is that you can compute the first correction 273 00:20:32,570 --> 00:20:34,580 to the state. 274 00:20:34,580 --> 00:20:36,470 I will leave that as an exercise. 275 00:20:36,470 --> 00:20:40,520 And in the notes, you will find the expression 276 00:20:40,520 --> 00:20:42,920 of the first correction to this state. 277 00:20:42,920 --> 00:20:46,190 It's not much work because, after all, it 278 00:20:46,190 --> 00:20:49,920 involves just this kind of matrix elements. 279 00:20:49,920 --> 00:20:53,060 So it's basically using the matrix elements 280 00:20:53,060 --> 00:20:55,630 to write something else.