1 00:00:00,136 --> 00:00:01,010 PROFESSOR: All right. 2 00:00:01,010 --> 00:00:01,880 Good morning. 3 00:00:01,880 --> 00:00:05,540 And welcome to 8.06. 4 00:00:05,540 --> 00:00:07,360 Let's begin. 5 00:00:07,360 --> 00:00:13,500 Our subject in 8.06 has to do with applications of quantum 6 00:00:13,500 --> 00:00:16,020 mechanics and using quantum mechanics 7 00:00:16,020 --> 00:00:21,210 to understand complex systems, in fact systems 8 00:00:21,210 --> 00:00:25,650 more complex than the ones you've understood before. 9 00:00:25,650 --> 00:00:28,680 For example, in previous courses, 10 00:00:28,680 --> 00:00:33,630 you've understood very well the simple harmonic oscillator. 11 00:00:33,630 --> 00:00:36,180 You've solved for the Hamiltonian. 12 00:00:36,180 --> 00:00:38,490 You've found all the eigenstates. 13 00:00:38,490 --> 00:00:40,200 You've found all the energies. 14 00:00:40,200 --> 00:00:41,730 You know about the spectrum. 15 00:00:41,730 --> 00:00:45,840 You can do time evolution in the harmonic oscillator. 16 00:00:45,840 --> 00:00:49,270 You've discussed even peculiar states 17 00:00:49,270 --> 00:00:52,755 like coherence states, squeeze states. 18 00:00:52,755 --> 00:00:58,230 You know a lot about this very simple Hamiltonian. 19 00:00:58,230 --> 00:01:01,530 You've also studied the hydrogen atom Hamiltonian. 20 00:01:01,530 --> 00:01:04,830 And you've found the spectrum of the hydrogen atom 21 00:01:04,830 --> 00:01:06,900 with all the degeneracies that it 22 00:01:06,900 --> 00:01:10,290 has and understood some of those wave 23 00:01:10,290 --> 00:01:12,510 functions and the properties. 24 00:01:12,510 --> 00:01:15,990 And those are exact systems. 25 00:01:15,990 --> 00:01:19,520 But it turns out that in practice, 26 00:01:19,520 --> 00:01:24,500 while those exact systems form the foundation of what you 27 00:01:24,500 --> 00:01:28,640 learn, many systems, and most of the systems 28 00:01:28,640 --> 00:01:33,230 you face in real life and in research, are systems 29 00:01:33,230 --> 00:01:36,360 that are more complicated. 30 00:01:36,360 --> 00:01:42,470 But at least a large fraction of them have a saving grace. 31 00:01:42,470 --> 00:01:47,720 They can be thought as that simple Hamiltonian 32 00:01:47,720 --> 00:01:53,600 that you understand very well plus an extra term 33 00:01:53,600 --> 00:01:59,600 or an extra effect, some sort of your total Hamiltonian 34 00:01:59,600 --> 00:02:04,430 being essentially the simple Hamiltonian 35 00:02:04,430 --> 00:02:10,400 but differs from it by some amount that 36 00:02:10,400 --> 00:02:12,410 makes it a little different. 37 00:02:12,410 --> 00:02:16,100 So your simple Hamiltonian therefore 38 00:02:16,100 --> 00:02:19,790 can be the harmonic oscillator. 39 00:02:19,790 --> 00:02:23,090 And in that case, for example, in general, 40 00:02:23,090 --> 00:02:26,060 you may have a potential for a particle. 41 00:02:26,060 --> 00:02:29,250 And you know, near the minimum of the potential, 42 00:02:29,250 --> 00:02:34,420 the potential is roughly quadratic in general. 43 00:02:34,420 --> 00:02:38,680 But then, as a Taylor expansion around the minimum, 44 00:02:38,680 --> 00:02:41,710 you find a quadratic term, no linear term, 45 00:02:41,710 --> 00:02:44,230 because it's a minimum, a quadratic term. 46 00:02:44,230 --> 00:02:49,360 And then you will find maybe a cubic or a quartic term. 47 00:02:49,360 --> 00:02:53,590 And the oscillations are a little unharmonic. 48 00:02:53,590 --> 00:02:57,190 But it's dominated by the simple harmonic oscillator 49 00:02:57,190 --> 00:02:59,890 but some unharmonicity. 50 00:02:59,890 --> 00:03:05,170 This is studied by people that look at diatomic molecules. 51 00:03:05,170 --> 00:03:08,350 The vibrations have this effect. 52 00:03:08,350 --> 00:03:11,800 It's experimentally detectable. 53 00:03:11,800 --> 00:03:14,930 You can have the hydrogen atom. 54 00:03:14,930 --> 00:03:17,170 And if you want to study the hydrogen atom, 55 00:03:17,170 --> 00:03:20,470 how does an experimentalist look at the hydrogen atom? 56 00:03:20,470 --> 00:03:25,420 He puts the hydrogen atom and inserts a magnetic field 57 00:03:25,420 --> 00:03:30,510 and sees what happens to the energy levels and then inserts 58 00:03:30,510 --> 00:03:34,620 an electric field and sees what happens to the energy levels. 59 00:03:34,620 --> 00:03:39,120 And those can be thought as slight variations 60 00:03:39,120 --> 00:03:42,960 of the original Hamiltonian. 61 00:03:42,960 --> 00:03:48,790 Van der Waals forces are, you have two neutral atoms, 62 00:03:48,790 --> 00:03:52,170 and they induce on each other dipole moments 63 00:03:52,170 --> 00:03:56,100 and generate the force, a very tiny effect 64 00:03:56,100 --> 00:03:59,790 on otherwise simple hydrogen atom 65 00:03:59,790 --> 00:04:05,550 structure but a very important force, the Van der Waals force. 66 00:04:05,550 --> 00:04:08,370 So what we're going to be doing is 67 00:04:08,370 --> 00:04:16,079 trying to understand these situations in which we have 68 00:04:16,079 --> 00:04:25,650 a Hamiltonian that is equal to a well known Hamiltonian, this H 69 00:04:25,650 --> 00:04:27,780 0. 70 00:04:27,780 --> 00:04:31,720 0 meaning no perturbation, no variation. 71 00:04:31,720 --> 00:04:36,895 This is our well known system. 72 00:04:40,190 --> 00:04:46,160 But then there's going to be an extra piece 73 00:04:46,160 --> 00:04:47,870 to that Hamiltonian. 74 00:04:47,870 --> 00:04:52,670 And we're going to call it delta H. Delta H is yet 75 00:04:52,670 --> 00:04:55,970 another Hamiltonian. 76 00:04:55,970 --> 00:05:00,270 It may be complicated, may be simple. 77 00:05:00,270 --> 00:05:04,150 But it's different from H 0. 78 00:05:04,150 --> 00:05:07,810 Now, this will be the Hamiltonian of the system 79 00:05:07,810 --> 00:05:11,750 that you're really trying to describe. 80 00:05:11,750 --> 00:05:15,440 And therefore, you should demand, of course, 81 00:05:15,440 --> 00:05:22,080 that H 0, delta H, and H are all Hermitian. 82 00:05:22,080 --> 00:05:25,160 All Hamiltonians are supposed to be Hermitian. 83 00:05:27,690 --> 00:05:31,660 And this is the situation we want to understand in general. 84 00:05:31,660 --> 00:05:36,770 This is the concrete mathematical description 85 00:05:36,770 --> 00:05:38,680 of the problem. 86 00:05:38,680 --> 00:05:41,040 But we do a little more here. 87 00:05:41,040 --> 00:05:44,490 We need a tool to help us deal with this. 88 00:05:44,490 --> 00:05:51,070 And there's a wonderful nice tool provided by a parameter. 89 00:05:51,070 --> 00:05:54,660 A parameter here makes all the difference. 90 00:05:54,660 --> 00:05:56,610 What is this parameter? 91 00:05:56,610 --> 00:05:58,749 It's a parameter we like to put here. 92 00:05:58,749 --> 00:05:59,790 And we'll call it lambda. 93 00:06:02,480 --> 00:06:03,650 You might have said, no. 94 00:06:03,650 --> 00:06:05,900 I don't have such a thing. 95 00:06:05,900 --> 00:06:07,370 This is what I want to do. 96 00:06:07,370 --> 00:06:10,940 But still, it's better to put a lambda there, 97 00:06:10,940 --> 00:06:17,450 where lambda is unit-free, no units, and belongs 98 00:06:17,450 --> 00:06:19,445 to the interval 0 to 1. 99 00:06:22,570 --> 00:06:25,420 In that way, you will have defined 100 00:06:25,420 --> 00:06:30,950 a family of Hamiltonians that depend on lambda. 101 00:06:30,950 --> 00:06:35,810 And lambda is this quantity that you can vary from 0 to 1. 102 00:06:35,810 --> 00:06:39,040 So you decide you're going to solve a more general problem. 103 00:06:39,040 --> 00:06:42,520 Perhaps you knew what is the extra term in the Hamiltonian. 104 00:06:42,520 --> 00:06:45,730 And you say, why do I bother with lambda. 105 00:06:45,730 --> 00:06:48,610 The reason you bother with lambda 106 00:06:48,610 --> 00:06:52,290 is that it's going to help us solve the equations clearly. 107 00:06:52,290 --> 00:06:55,930 And second, physically, it's kind of interesting, 108 00:06:55,930 --> 00:06:59,500 because you could think of lambda as an extra parameter 109 00:06:59,500 --> 00:07:04,300 of the physics in which you maybe set it equal to 0, 110 00:07:04,300 --> 00:07:07,810 and you recover the original Hamiltonian. 111 00:07:07,810 --> 00:07:13,590 Or you vary it, and when it reaches 1, 112 00:07:13,590 --> 00:07:15,810 it is the Hamiltonian you're trying to solve. 113 00:07:19,260 --> 00:07:22,110 On the other hand, this parameter 114 00:07:22,110 --> 00:07:26,010 allows you to do something very nice too. 115 00:07:26,010 --> 00:07:27,540 One of the things we're going to try 116 00:07:27,540 --> 00:07:30,030 to clarify by the end of this lecture 117 00:07:30,030 --> 00:07:34,440 is, shouldn't this thing be rather small 118 00:07:34,440 --> 00:07:35,760 compared to this one. 119 00:07:35,760 --> 00:07:40,840 If we want to, say, deform the system slightly, 120 00:07:40,840 --> 00:07:43,800 we won the correction be small compared 121 00:07:43,800 --> 00:07:47,050 to the original Hamiltonian. 122 00:07:47,050 --> 00:07:50,200 So what does it mean for a Hamiltonian 123 00:07:50,200 --> 00:07:52,680 to be small compared to another Hamiltonian? 124 00:07:52,680 --> 00:07:53,960 These are operators. 125 00:07:53,960 --> 00:07:55,180 So what does it mean? 126 00:07:55,180 --> 00:07:57,610 Small. 127 00:07:57,610 --> 00:08:00,430 You could say, well, I don't know 128 00:08:00,430 --> 00:08:02,440 precisely what it means small. 129 00:08:02,440 --> 00:08:09,190 Maybe means that the matrix elements of this delta H 130 00:08:09,190 --> 00:08:13,150 are small compared to the matrix elements of that. 131 00:08:13,150 --> 00:08:15,460 And that is true. 132 00:08:15,460 --> 00:08:19,900 Surprisingly, will not be enough. 133 00:08:19,900 --> 00:08:23,550 On the other hand, whatever is small-- 134 00:08:23,550 --> 00:08:28,170 we could all agree that if this is not small, 135 00:08:28,170 --> 00:08:32,669 we could put lambda equals 0.01. 136 00:08:32,669 --> 00:08:33,840 Maybe that's small. 137 00:08:33,840 --> 00:08:39,539 But if that's not small, lambda equal 10 to the minus 9. 138 00:08:39,539 --> 00:08:42,929 If that's not small, 10 to the minus 30. 139 00:08:42,929 --> 00:08:46,110 At some point, this will be small enough. 140 00:08:46,110 --> 00:08:49,890 And therefore, we could try to make sense. 141 00:08:49,890 --> 00:08:53,880 This allows you to really think of this as a perturbation. 142 00:08:53,880 --> 00:08:58,980 For whatever delta H is, for a sufficiently small lambda, 143 00:08:58,980 --> 00:09:02,400 this is small. 144 00:09:02,400 --> 00:09:05,810 So this is what we're going to try to solve. 145 00:09:05,810 --> 00:09:09,865 And let's try to imagine first what can happen. 146 00:09:13,340 --> 00:09:17,800 So I'm going to try to imagine what's going on. 147 00:09:20,520 --> 00:09:24,280 A plot, that's the best way to imagine things. 148 00:09:24,280 --> 00:09:25,620 So I'll do a plot. 149 00:09:28,520 --> 00:09:30,770 Here I put lambda. 150 00:09:30,770 --> 00:09:34,550 And here, in the vertical axis, I 151 00:09:34,550 --> 00:09:38,420 will indicate the spectrum of H 0. 152 00:09:44,310 --> 00:09:46,965 So this is going to be an energy. 153 00:09:51,390 --> 00:09:54,620 So it may happen that, in our systems, 154 00:09:54,620 --> 00:09:56,370 there's a ground state. 155 00:10:03,530 --> 00:10:08,230 And this ground state is going to be a single state. 156 00:10:08,230 --> 00:10:10,390 I will not put a name to it. 157 00:10:10,390 --> 00:10:13,210 I will just say there is one state here. 158 00:10:16,450 --> 00:10:20,350 That means the ground state is non-degenerate. 159 00:10:20,350 --> 00:10:23,050 Degenerate states are states of the same energy. 160 00:10:23,050 --> 00:10:27,640 And I say there's just one state, so not degeneracy. 161 00:10:27,640 --> 00:10:29,980 Suppose you go here. 162 00:10:29,980 --> 00:10:32,260 And now you find two states. 163 00:10:32,260 --> 00:10:35,410 So I put two dots here to indicate that there 164 00:10:35,410 --> 00:10:39,070 are two states there. 165 00:10:39,070 --> 00:10:42,220 Finally, let's go higher up and assume 166 00:10:42,220 --> 00:10:48,110 that this Hamiltonian maybe has one state here, 167 00:10:48,110 --> 00:10:49,610 but here it has four states. 168 00:10:56,250 --> 00:10:57,690 And these are the energies. 169 00:10:57,690 --> 00:10:58,920 Those are some numbers. 170 00:10:58,920 --> 00:11:02,230 And the spectrum must continue to exist. 171 00:11:02,230 --> 00:11:09,660 So this is a spectrum of your H 0, the Hamiltonian you know. 172 00:11:09,660 --> 00:11:13,200 Certainly, the hydrogen atom Hamiltonian 173 00:11:13,200 --> 00:11:14,790 has degenerate states. 174 00:11:14,790 --> 00:11:19,380 So that's roughly what's happening there. 175 00:11:19,380 --> 00:11:22,830 The simple harmonic oscillator in one dimension 176 00:11:22,830 --> 00:11:24,780 doesn't have degenerate states. 177 00:11:24,780 --> 00:11:28,470 But the isotopic harmonic oscillator 178 00:11:28,470 --> 00:11:32,730 in two or three dimensions does have lots of degeneracies. 179 00:11:32,730 --> 00:11:35,420 You've seen those, probably. 180 00:11:35,420 --> 00:11:37,220 So that's typical. 181 00:11:37,220 --> 00:11:40,010 So what are we aiming to understand? 182 00:11:40,010 --> 00:11:43,190 We're aiming to understand what happens 183 00:11:43,190 --> 00:11:47,000 to the energy of those states or what 184 00:11:47,000 --> 00:11:50,540 happens to the energy eigenstates 185 00:11:50,540 --> 00:11:53,450 as the perturbation is turned on. 186 00:11:53,450 --> 00:11:58,010 So imagining lambda going from 0 to 1, the process 187 00:11:58,010 --> 00:12:00,770 of turning on the perturbation. 188 00:12:00,770 --> 00:12:04,820 And eigenstates are going to change, 189 00:12:04,820 --> 00:12:08,570 because whatever was an eigenstate of H 0 190 00:12:08,570 --> 00:12:11,950 is not going to be an eigenstate of the new Hamiltonian. 191 00:12:11,950 --> 00:12:14,280 And the energies are going to change. 192 00:12:14,280 --> 00:12:16,130 So everything is going to change. 193 00:12:16,130 --> 00:12:19,970 But presumably, it will happen continuously 194 00:12:19,970 --> 00:12:27,020 as you change lambda continuously from 0 to 1. 195 00:12:27,020 --> 00:12:32,730 So this first state, for example, may do this. 196 00:12:32,730 --> 00:12:35,100 I don't know what it will do. 197 00:12:35,100 --> 00:12:37,830 But it will vary as a function of lambda. 198 00:12:37,830 --> 00:12:40,410 The energy will do something. 199 00:12:40,410 --> 00:12:44,575 Maybe we can cut it here and say that lambda is equal to 1 here. 200 00:12:48,010 --> 00:12:49,465 Now we have two states. 201 00:12:52,610 --> 00:12:55,900 So I can analyze this state with what's 202 00:12:55,900 --> 00:13:00,370 called non-degenerate perturbation theory, which 203 00:13:00,370 --> 00:13:03,490 means you have a non-degenerate state. 204 00:13:03,490 --> 00:13:05,110 And there are techniques that we're 205 00:13:05,110 --> 00:13:08,290 going to do today to understand how this state varies. 206 00:13:08,290 --> 00:13:10,510 But how about this one? 207 00:13:10,510 --> 00:13:13,000 Here you have two states. 208 00:13:13,000 --> 00:13:15,260 What happens to them? 209 00:13:15,260 --> 00:13:18,340 Well, two states should remain two states. 210 00:13:18,340 --> 00:13:20,140 And their energies, what will they do? 211 00:13:20,140 --> 00:13:22,780 Maybe they'll track each other. 212 00:13:22,780 --> 00:13:26,500 But maybe the perturbation splits the degeneracy. 213 00:13:26,500 --> 00:13:28,330 That's a very important phenomenon. 214 00:13:28,330 --> 00:13:30,320 Let's assume it does that. 215 00:13:30,320 --> 00:13:37,140 So it may look like this, like that, for example. 216 00:13:37,140 --> 00:13:40,300 The perturbation makes one state have more energy 217 00:13:40,300 --> 00:13:41,050 than the other. 218 00:13:43,830 --> 00:13:45,650 Here is another state. 219 00:13:48,570 --> 00:13:52,050 Now, a phenomenon that might happen-- 220 00:13:52,050 --> 00:13:53,890 many things can happen. 221 00:13:53,890 --> 00:13:58,260 This is a very rich subject because of all the things 222 00:13:58,260 --> 00:13:59,160 that can happen. 223 00:13:59,160 --> 00:14:09,360 It may happen that this thing, for example, goes like this 224 00:14:09,360 --> 00:14:10,410 and like that. 225 00:14:10,410 --> 00:14:11,730 But there are four states. 226 00:14:11,730 --> 00:14:16,250 It may be that one state goes here. 227 00:14:16,250 --> 00:14:18,110 And three states go here. 228 00:14:18,110 --> 00:14:20,330 But then after a little while, they'll depart. 229 00:14:25,620 --> 00:14:26,760 How many did I want? 230 00:14:26,760 --> 00:14:27,960 No, I got too many. 231 00:14:27,960 --> 00:14:28,500 Well, five. 232 00:14:31,530 --> 00:14:35,250 All right, so it may happen, something like that, 233 00:14:35,250 --> 00:14:38,670 that they split, and then to a higher order, 234 00:14:38,670 --> 00:14:42,270 they kept splitting. 235 00:14:42,270 --> 00:14:46,680 In fact, they're splitting here already, but you don't see it. 236 00:14:46,680 --> 00:14:50,220 It's too close, just the same way as x squared and x 237 00:14:50,220 --> 00:14:53,790 to the fourth and x to the eighth, at the origin, 238 00:14:53,790 --> 00:14:54,990 they all look the same. 239 00:14:54,990 --> 00:14:57,960 And then they eventually split. 240 00:14:57,960 --> 00:15:00,450 So this is what we're going to try to understand. 241 00:15:00,450 --> 00:15:06,500 For this, we need non-degenerate perturbation theory, 242 00:15:06,500 --> 00:15:10,700 for this, degenerate perturbation theory, for this, 243 00:15:10,700 --> 00:15:14,140 we need sophisticated degenerate perturbation theory. 244 00:15:14,140 --> 00:15:16,070 This is a very intricate phenomenon. 245 00:15:16,070 --> 00:15:20,460 But still, it happens and happens in many applications. 246 00:15:20,460 --> 00:15:22,520 So we're going to start with a simpler 247 00:15:22,520 --> 00:15:26,240 one, which is non-degenerate perturbation theory. 248 00:15:33,860 --> 00:15:40,010 And then we say, well, what does it mean that we understand H 0? 249 00:15:40,010 --> 00:15:47,970 It means that we have found all the eigenstates with k 1, 250 00:15:47,970 --> 00:15:49,610 maybe up to infinity. 251 00:15:49,610 --> 00:15:50,540 I don't know. 252 00:15:50,540 --> 00:15:52,130 k is not momentum. 253 00:15:52,130 --> 00:15:56,180 These are the energy eigenstates of H 0 254 00:15:56,180 --> 00:15:58,370 that we're supposed to know. 255 00:15:58,370 --> 00:16:01,370 And they're all orthonormal. 256 00:16:01,370 --> 00:16:03,540 That can always be done. 257 00:16:03,540 --> 00:16:06,110 When you have a Hermitian Hamiltonian, 258 00:16:06,110 --> 00:16:09,350 you can find an orthonormal basis of states. 259 00:16:09,350 --> 00:16:20,090 And being orthonormal, this orthogonality holds. 260 00:16:20,090 --> 00:16:25,040 The states are eigenstates of the H 0. 261 00:16:25,040 --> 00:16:34,040 So for this, we'll call this E k 0. 262 00:16:34,040 --> 00:16:37,340 The energy of this state, k, for the label 263 00:16:37,340 --> 00:16:41,630 of the state, 0, because we're not doing 264 00:16:41,630 --> 00:16:44,390 anything in perturbation yet. 265 00:16:44,390 --> 00:16:48,860 We're dealing with the unperturbed 0th order system. 266 00:16:54,160 --> 00:16:56,150 That defines the energies. 267 00:16:56,150 --> 00:17:01,900 And this energy satisfies a E 0 0 268 00:17:01,900 --> 00:17:13,150 is less than or equal than E 1 0 less than or equal to E 2 0. 269 00:17:13,150 --> 00:17:15,244 So all the energies are ordered. 270 00:17:17,800 --> 00:17:22,660 I need the equals because of the degeneracy. 271 00:17:22,660 --> 00:17:24,310 They might be degenerate. 272 00:17:24,310 --> 00:17:28,600 So you have this situation. 273 00:17:28,600 --> 00:17:40,000 So let's consider this state that is non-degenerate. 274 00:17:40,000 --> 00:17:45,940 And let's assume this is the state n 0. 275 00:17:45,940 --> 00:17:46,960 It's the nth state. 276 00:17:49,640 --> 00:17:58,870 If n 0 is non-degenerate, it means 277 00:17:58,870 --> 00:18:07,700 that E n 0 it's really smaller than the next one. 278 00:18:12,390 --> 00:18:17,250 And it's really bigger, the energy, than the previous one. 279 00:18:20,150 --> 00:18:22,220 No equal signs there. 280 00:18:22,220 --> 00:18:27,170 It really means those things are separate. 281 00:18:27,170 --> 00:18:30,710 And that's the meaning of non-degeneracy. 282 00:18:34,560 --> 00:18:37,680 And now, what are we trying to solve? 283 00:18:41,430 --> 00:18:46,590 Starting from this n 0, we're trying 284 00:18:46,590 --> 00:18:49,620 to find out how the energy changes 285 00:18:49,620 --> 00:18:51,780 and how the state changes. 286 00:18:51,780 --> 00:18:53,950 Both things are important. 287 00:18:53,950 --> 00:18:58,020 So we're going to try to solve. 288 00:18:58,020 --> 00:19:04,080 Therefore, for H of lambda n lambda. 289 00:19:04,080 --> 00:19:08,980 The state n 0 is going to change when lambda turns on. 290 00:19:08,980 --> 00:19:11,570 And it's going to become n of lambda. 291 00:19:11,570 --> 00:19:15,880 And this is going to have an energy E n 292 00:19:15,880 --> 00:19:22,920 lambda instead of E n 0. 293 00:19:22,920 --> 00:19:28,530 This has an energy E n 0 with respect 294 00:19:28,530 --> 00:19:30,480 to the original Hamiltonian. 295 00:19:30,480 --> 00:19:36,090 Now it's going to have an energy E n of lambda n of lambda. 296 00:19:36,090 --> 00:19:41,040 So that's the equation we want to solve. 297 00:19:41,040 --> 00:19:48,160 This is what this state n 0 becomes as you turn on lambda. 298 00:19:48,160 --> 00:19:51,630 And this is what the energy E n 0 299 00:19:51,630 --> 00:19:53,770 becomes as you turn on lambda. 300 00:19:53,770 --> 00:20:00,840 So we note that, when n lambda equal to 0, 301 00:20:00,840 --> 00:20:05,010 is what we call the state n zero. 302 00:20:05,010 --> 00:20:16,790 And the energy E n at lambda equal 0 is what we call E n 0. 303 00:20:16,790 --> 00:20:21,410 So with this initial conditions at lambda equals 0, 304 00:20:21,410 --> 00:20:23,600 we're trying to solve this system 305 00:20:23,600 --> 00:20:27,660 to see what the state becomes. 306 00:20:27,660 --> 00:20:32,280 And now, here comes a key assumption, 307 00:20:32,280 --> 00:20:34,470 that the way we're going to solve this 308 00:20:34,470 --> 00:20:39,870 allows us to write a perturbative serious expansion 309 00:20:39,870 --> 00:20:41,890 for this object. 310 00:20:41,890 --> 00:20:49,890 So in particular, we'll write n of lambda is equal to n 0. 311 00:20:49,890 --> 00:20:54,390 That's what n of lambda should be when lambda is equal to 0. 312 00:20:54,390 --> 00:20:58,680 So then there will be a first order correction, lambda, 313 00:20:58,680 --> 00:21:06,990 times the state n 1 plus lambda squared times the state n 2. 314 00:21:06,990 --> 00:21:10,890 And it will go on and on. 315 00:21:10,890 --> 00:21:18,450 Moreover, E n lambda, when lambda is equal to 0, 316 00:21:18,450 --> 00:21:21,870 you're back to the energy E n 0. 317 00:21:25,610 --> 00:21:35,450 But then there will be a lambda correction times E n 1-- 318 00:21:35,450 --> 00:21:39,200 that's a name for the first order correction-- 319 00:21:39,200 --> 00:21:43,940 plus a lambda squared correction E n 2. 320 00:21:49,270 --> 00:21:53,710 So this is our hypothesis that there 321 00:21:53,710 --> 00:22:01,170 is a solution in a perturbative serious expansion of this kind. 322 00:22:01,170 --> 00:22:03,060 And what are our unknowns? 323 00:22:03,060 --> 00:22:06,190 Our unknowns are this object. 324 00:22:06,190 --> 00:22:08,790 This one we know is the original state. 325 00:22:08,790 --> 00:22:11,050 This object is unknown. 326 00:22:11,050 --> 00:22:13,300 This is unknown. 327 00:22:13,300 --> 00:22:15,510 This is unknown. 328 00:22:15,510 --> 00:22:17,310 All these things are unknown. 329 00:22:17,310 --> 00:22:19,560 And they go on like that. 330 00:22:19,560 --> 00:22:25,935 Most important, all these objects don't depend on lambda. 331 00:22:28,590 --> 00:22:33,120 The lambda-dependence is here, lambda, lambda squared, 332 00:22:33,120 --> 00:22:33,990 lambda on. 333 00:22:33,990 --> 00:22:37,320 And these are things that don't depend on lambda. 334 00:22:37,320 --> 00:22:42,530 These are objects that have to be calculated. 335 00:22:42,530 --> 00:22:46,070 They're all lambda-independent. 336 00:22:46,070 --> 00:22:52,190 So we are supposed to solve this equation under this conditions. 337 00:22:52,190 --> 00:22:55,900 And that's what we're going to do next.