1 00:00:00,500 --> 00:00:03,900 PROFESSOR: Here is your potential. 2 00:00:03,900 --> 00:00:10,910 It's going to be a smooth, nice potential like that. 3 00:00:10,910 --> 00:00:11,890 V of x. 4 00:00:15,810 --> 00:00:18,750 x, x. 5 00:00:18,750 --> 00:00:22,770 And now, suppose you don't know anything 6 00:00:22,770 --> 00:00:24,120 about the energy eigenstates. 7 00:00:24,120 --> 00:00:29,260 Now, this potential will be assumed to be symmetric. 8 00:00:29,260 --> 00:00:36,430 So here is one thing you can do. 9 00:00:36,430 --> 00:00:41,980 You can exploit some things that you know about this potential. 10 00:00:41,980 --> 00:00:43,810 And here's the wave function that we're 11 00:00:43,810 --> 00:00:46,160 going to try to plot. 12 00:00:46,160 --> 00:00:47,900 And we could say the following. 13 00:00:47,900 --> 00:00:49,970 Let's see. 14 00:00:49,970 --> 00:00:54,840 Whatever energy are here, for bound states, 15 00:00:54,840 --> 00:00:59,200 I'm going to eventually be in the forbidden region. 16 00:00:59,200 --> 00:01:04,670 So far on the right here, I will be in the forbidden region. 17 00:01:04,670 --> 00:01:06,630 And I must meet the wave function 18 00:01:06,630 --> 00:01:09,970 that looks like the forbidden region wave function. 19 00:01:09,970 --> 00:01:12,020 And the only possibility is something like that. 20 00:01:14,960 --> 00:01:17,300 You could say it's the [INAUDIBLE] of 1, 21 00:01:17,300 --> 00:01:20,890 but actually, if it's a [INAUDIBLE] then 22 00:01:20,890 --> 00:01:26,560 I could multiply by minus 1 and use this one conventionally. 23 00:01:26,560 --> 00:01:28,660 That wave function is always going 24 00:01:28,660 --> 00:01:32,210 to be like that over there. 25 00:01:32,210 --> 00:01:37,600 On the other hand, very important-- the 26 00:01:37,600 --> 00:01:43,720 on the very left, how will the wave function look? 27 00:01:43,720 --> 00:01:50,740 Well it also has to decay, so it can decay like that, 28 00:01:50,740 --> 00:01:54,770 or it might be decaying like this. 29 00:01:54,770 --> 00:01:58,180 And in fact, you don't know until you figure out 30 00:01:58,180 --> 00:02:00,850 what's happening in the middle. 31 00:02:00,850 --> 00:02:03,110 It may be decaying like this or like that. 32 00:02:03,110 --> 00:02:06,240 I fix the sign here, so whatever this 33 00:02:06,240 --> 00:02:11,690 does it should either end up like that or end up like that. 34 00:02:11,690 --> 00:02:15,880 So these are the guidelines that you have to solve this. 35 00:02:15,880 --> 00:02:20,030 Should begin like that, and we'll see. 36 00:02:20,030 --> 00:02:23,020 And it should be either symmetric or anti-symmetric. 37 00:02:23,020 --> 00:02:25,600 This would be the case anti-symmetric, 38 00:02:25,600 --> 00:02:28,200 this would be the case symmetric. 39 00:02:28,200 --> 00:02:29,500 OK. 40 00:02:29,500 --> 00:02:36,460 So let's draw one, two, three, four lines there. 41 00:02:36,460 --> 00:02:45,270 One, two, three, and four. 42 00:02:50,150 --> 00:02:52,820 And I don't know where the energies lie. 43 00:02:52,820 --> 00:02:56,040 I don't know what is the ground state energy. 44 00:02:56,040 --> 00:03:00,470 And I want to give you an insight into how 45 00:03:00,470 --> 00:03:04,710 you can figure out why you get this energy one decision 46 00:03:04,710 --> 00:03:06,650 when this happens. 47 00:03:06,650 --> 00:03:14,955 So let's plot the wave function for the first case. 48 00:03:14,955 --> 00:03:19,520 I don't know if I have a label, but let's assume 49 00:03:19,520 --> 00:03:25,890 this is E0, E1, E2, E3. 50 00:03:25,890 --> 00:03:31,010 Three energies [INAUDIBLE], and here's the one for e0. 51 00:03:31,010 --> 00:03:32,270 OK. 52 00:03:32,270 --> 00:03:38,300 So I begin here, that's how it goes. 53 00:03:38,300 --> 00:03:41,290 And then I go through my Schrodinger equation, 54 00:03:41,290 --> 00:03:42,120 integrate it. 55 00:03:42,120 --> 00:03:42,620 You see? 56 00:03:42,620 --> 00:03:45,330 Numerical, you can always integrate the Schrodinger 57 00:03:45,330 --> 00:03:46,650 equation. 58 00:03:46,650 --> 00:03:54,005 And this should be always in this region, let me-- 59 00:03:54,005 --> 00:03:54,505 like this. 60 00:03:54,505 --> 00:03:56,740 And it's growing. 61 00:03:56,740 --> 00:04:01,520 And, oops, there should be turning points here. 62 00:04:01,520 --> 00:04:02,870 There should be turning points-- 63 00:04:05,850 --> 00:04:06,770 suppose this is-- 64 00:04:06,770 --> 00:04:12,260 I'm not going to get this so well, but it goes like this. 65 00:04:12,260 --> 00:04:15,900 And now this should be a turning point. 66 00:04:15,900 --> 00:04:19,130 So I should change to the other type of curvature, 67 00:04:19,130 --> 00:04:20,320 curvature down. 68 00:04:20,320 --> 00:04:26,890 But what probably will happen with E0 is that it will switch 69 00:04:26,890 --> 00:04:32,340 and it will go like and start to curve, maybe. 70 00:04:32,340 --> 00:04:37,580 Well, if it looks like that, it must 71 00:04:37,580 --> 00:04:41,760 match to the development of the odd piece or the even piece. 72 00:04:41,760 --> 00:04:44,630 Now, it's never going to match with the odd one, 73 00:04:44,630 --> 00:04:46,870 so it might be with the even. 74 00:04:46,870 --> 00:04:54,980 And yes, it would match turning point here, 75 00:04:54,980 --> 00:04:56,830 but look what has happened here. 76 00:04:56,830 --> 00:04:59,640 You got the corner there. 77 00:04:59,640 --> 00:05:04,190 You know, this was turning slowly, 78 00:05:04,190 --> 00:05:06,320 and this is starting to turn slowly, 79 00:05:06,320 --> 00:05:09,170 but here there is a discontinuity 80 00:05:09,170 --> 00:05:11,330 in the derivative. 81 00:05:11,330 --> 00:05:14,510 So this is not the solution. 82 00:05:14,510 --> 00:05:16,300 You try, but you fail. 83 00:05:16,300 --> 00:05:18,590 But that's-- right. 84 00:05:18,590 --> 00:05:21,590 Not every energy gives a solution. 85 00:05:21,590 --> 00:05:26,340 So they should have matched continuously 86 00:05:26,340 --> 00:05:29,730 and derivative continuously at that point, 87 00:05:29,730 --> 00:05:33,860 but it didn't have enough time to do that. 88 00:05:33,860 --> 00:05:39,740 On the other hand, if we try the next one, maybe. 89 00:05:39,740 --> 00:05:41,870 The turning points will be here. 90 00:05:44,790 --> 00:05:47,130 Let's see what happens. 91 00:05:47,130 --> 00:05:56,280 Well, now the forbidden energies are over here, 92 00:05:56,280 --> 00:06:00,510 and now you have a turning point here that-- 93 00:06:00,510 --> 00:06:04,685 in here, the curvature is negative, 94 00:06:04,685 --> 00:06:06,800 the second derivative's curvature. 95 00:06:06,800 --> 00:06:10,290 And it's larger than it was here. 96 00:06:10,290 --> 00:06:12,660 Here it was small, here it's larger. 97 00:06:12,660 --> 00:06:14,390 So it's going to curve faster. 98 00:06:14,390 --> 00:06:17,360 Maybe if you get the E1 right, it 99 00:06:17,360 --> 00:06:22,550 will curve enough so this flat here, in which case 100 00:06:22,550 --> 00:06:30,860 the other side will match nicely and you've got the solution. 101 00:06:30,860 --> 00:06:33,440 So you probably have to go little by little 102 00:06:33,440 --> 00:06:38,180 until this becomes flattened and, boom, 103 00:06:38,180 --> 00:06:40,230 you've got the solution. 104 00:06:40,230 --> 00:06:43,070 Energy eigenstate. 105 00:06:43,070 --> 00:06:44,770 Let's go a little further. 106 00:06:49,850 --> 00:06:53,070 This graph continues there. 107 00:06:53,070 --> 00:06:55,235 Now I want to go to E2. 108 00:06:55,235 --> 00:06:56,990 How am I going to do that? 109 00:06:56,990 --> 00:06:58,362 I'm going to do it this way. 110 00:07:02,520 --> 00:07:06,670 So this was here, this was there. 111 00:07:06,670 --> 00:07:09,550 There is the vertical line here. 112 00:07:09,550 --> 00:07:13,670 And for E2, the turning points are even further out. 113 00:07:18,120 --> 00:07:21,240 And here is the wave function. 114 00:07:21,240 --> 00:07:24,050 And let's look at this thing that I have. 115 00:07:24,050 --> 00:07:27,730 Now, the turning point in this one corresponds 116 00:07:27,730 --> 00:07:30,410 to the E2 turning point. 117 00:07:30,410 --> 00:07:32,745 This is E1. 118 00:07:32,745 --> 00:07:37,380 And now this will go in here, we'll turn, 119 00:07:37,380 --> 00:07:44,730 and we will go curve and maybe do something like that. 120 00:07:44,730 --> 00:07:48,060 Because it's curving more and more, and faster. 121 00:07:48,060 --> 00:07:50,790 So by the time you reach here, this 122 00:07:50,790 --> 00:07:56,790 is no good, because this one will be symmetric. 123 00:07:56,790 --> 00:07:59,130 You know, you would have an anti-symmetric one 124 00:07:59,130 --> 00:08:02,820 that is no use. 125 00:08:02,820 --> 00:08:05,230 But now you don't have a solution, again. 126 00:08:05,230 --> 00:08:09,570 So as you increase the energy, this is starting to do this, 127 00:08:09,570 --> 00:08:13,222 and that is not quite so good. 128 00:08:13,222 --> 00:08:18,850 And then when you go to E3, you have a turning point over here. 129 00:08:24,000 --> 00:08:28,080 So maybe in this case it will go up here 130 00:08:28,080 --> 00:08:34,450 and it will start turning, and it will turn enough to just-- 131 00:08:34,450 --> 00:08:38,490 this dip go to the origin. 132 00:08:38,490 --> 00:08:38,990 OK. 133 00:08:38,990 --> 00:08:43,480 You're saying no good either, because this is terrible, this 134 00:08:43,480 --> 00:08:44,100 continuous. 135 00:08:44,100 --> 00:08:48,460 But, ah, you were supposed to draw the other one as well. 136 00:08:48,460 --> 00:08:54,290 The old one is actually perfect for it. 137 00:08:54,290 --> 00:08:57,770 So this is dash, it doesn't exist, 138 00:08:57,770 --> 00:09:02,930 and this one matches here. 139 00:09:02,930 --> 00:09:05,900 So by the time the dip-- 140 00:09:05,900 --> 00:09:10,100 this is not a solution, but the dip goes down and down, 141 00:09:10,100 --> 00:09:13,890 and eventually goes to zero, it matches with this one. 142 00:09:13,890 --> 00:09:17,780 That's why I said sometimes you don't know whether this matches 143 00:09:17,780 --> 00:09:19,370 with the one that comes from here 144 00:09:19,370 --> 00:09:21,590 or the one that comes from the bottom. 145 00:09:21,590 --> 00:09:22,700 So there you go. 146 00:09:22,700 --> 00:09:25,830 This is an energy eigenstate again. 147 00:09:25,830 --> 00:09:31,360 It's odd and it has one node. 148 00:09:31,360 --> 00:09:34,300 And that gives you the intuition how, 149 00:09:34,300 --> 00:09:38,870 as you sort of come from the end and you reach the middle, 150 00:09:38,870 --> 00:09:42,710 you sometimes match things or sometimes don't match. 151 00:09:42,710 --> 00:09:45,750 And explains why you get energy quantization. 152 00:09:48,340 --> 00:09:51,400 The other way in which you're going to gain intuition 153 00:09:51,400 --> 00:09:53,830 is with the so-called shooting method, 154 00:09:53,830 --> 00:09:57,325 which is the last thing I want to discuss for a minute. 155 00:10:00,960 --> 00:10:05,290 So the shooting method in differential equations 156 00:10:05,290 --> 00:10:06,540 is quite nice. 157 00:10:06,540 --> 00:10:09,030 Shooting method. 158 00:10:14,010 --> 00:10:17,840 Suppose you have a potential that this symmetric may 159 00:10:17,840 --> 00:10:21,078 be something like this-- 160 00:10:21,078 --> 00:10:23,296 it doesn't look very symmetric. 161 00:10:26,677 --> 00:10:30,020 It looks a little better now. 162 00:10:30,020 --> 00:10:32,970 And you want to find energy eigenstates. 163 00:10:36,990 --> 00:10:38,770 You do the following. 164 00:10:38,770 --> 00:10:43,620 You say, well, the normalization of the energy eigenstates 165 00:10:43,620 --> 00:10:45,480 is not so important. 166 00:10:45,480 --> 00:10:47,200 Let's look for even states. 167 00:10:52,850 --> 00:10:55,640 Now, you can look for even or odd states 168 00:10:55,640 --> 00:10:58,140 if the potential is symmetric. 169 00:10:58,140 --> 00:11:02,700 Sometimes the potential will have a wall, in which case 170 00:11:02,700 --> 00:11:08,990 you have to require a symmetric potential. 171 00:11:08,990 --> 00:11:11,310 It's easy to solve, as well. 172 00:11:11,310 --> 00:11:14,275 But let's consider the case when the potential is symmetric 173 00:11:14,275 --> 00:11:17,090 and you look for even states. 174 00:11:17,090 --> 00:11:21,410 So what you do is just, say, you pick an energy. 175 00:11:21,410 --> 00:11:28,890 Pick some energy E0. 176 00:11:28,890 --> 00:11:31,400 And then you put some boundary condition. 177 00:11:31,400 --> 00:11:37,730 You say that the wave function at x equals 0 is 1. 178 00:11:37,730 --> 00:11:40,975 And then you say that the derivative of the wave function 179 00:11:40,975 --> 00:11:45,170 at x equals zero is how much? 180 00:11:45,170 --> 00:11:47,510 Any suggestion? 181 00:11:47,510 --> 00:11:50,540 How much should it be? 182 00:11:50,540 --> 00:11:54,440 You see, you have a second order differential equation. 183 00:11:54,440 --> 00:12:01,380 The second psi is equal to E minus V. That's the Schrodinger 184 00:12:01,380 --> 00:12:01,880 equation. 185 00:12:01,880 --> 00:12:06,860 You need-- the boundary conditions are the value of psi 186 00:12:06,860 --> 00:12:09,800 and the derivative at one point, and then the computer 187 00:12:09,800 --> 00:12:11,720 will integrate for you. 188 00:12:11,720 --> 00:12:14,540 Mathematica will do it. 189 00:12:14,540 --> 00:12:16,430 But you have to give me the derivative, so 190 00:12:16,430 --> 00:12:17,270 what should I put? 191 00:12:17,270 --> 00:12:20,380 A number there, 1, 2, 3? 192 00:12:20,380 --> 00:12:22,420 Is that an unknown? 193 00:12:22,420 --> 00:12:24,590 What should I pick? 194 00:12:24,590 --> 00:12:30,340 We must put in the 0, because if you had a wave function whose 195 00:12:30,340 --> 00:12:34,350 derivative is not 0, and it's an even wave function, 196 00:12:34,350 --> 00:12:36,230 it would look like this. 197 00:12:36,230 --> 00:12:40,410 And there would be a discontinuity in psi prime-- 198 00:12:40,410 --> 00:12:41,400 discontinuous. 199 00:12:41,400 --> 00:12:45,410 And that's not possible unless you have a hard wall 200 00:12:45,410 --> 00:12:47,600 or you have a delta function. 201 00:12:47,600 --> 00:12:50,520 So you must put this. 202 00:12:50,520 --> 00:12:54,830 And then you integrate numerically. 203 00:12:54,830 --> 00:12:55,990 Numerically. 204 00:12:58,990 --> 00:13:01,620 And what will happen? 205 00:13:01,620 --> 00:13:03,920 Well, if you integrate numerically, 206 00:13:03,920 --> 00:13:11,050 the computer is just going to integrate and see no problem. 207 00:13:11,050 --> 00:13:13,110 Basically, it's just going to do the interview. 208 00:13:13,110 --> 00:13:15,860 Ask the computer to calculate the wave function out 209 00:13:15,860 --> 00:13:19,920 to x equal 5, it will calculate it. 210 00:13:19,920 --> 00:13:22,610 So the problem is that-- 211 00:13:22,610 --> 00:13:27,630 you can see visually, if you pick some energy, 212 00:13:27,630 --> 00:13:30,960 the wave function will do like something, 213 00:13:30,960 --> 00:13:34,135 and then will start blowing up. 214 00:13:38,740 --> 00:13:40,810 And then you say, oh, that energy 215 00:13:40,810 --> 00:13:46,820 is no good because the wave function won't be normalizable. 216 00:13:46,820 --> 00:13:48,790 And then you go back to the computer 217 00:13:48,790 --> 00:13:52,030 and change the energy a little bit, 218 00:13:52,030 --> 00:13:56,766 and then you will find, well, maybe this. 219 00:13:56,766 --> 00:14:00,210 Now it blows up in the other direction. 220 00:14:00,210 --> 00:14:01,930 No good either. 221 00:14:01,930 --> 00:14:06,700 But in some energy in between, as you change, 222 00:14:06,700 --> 00:14:09,700 there must be one in which it does 223 00:14:09,700 --> 00:14:14,020 the right thing, which is BK. 224 00:14:14,020 --> 00:14:15,620 Somewhere in between. 225 00:14:15,620 --> 00:14:18,852 And numerically, you change the value of the energy, 226 00:14:18,852 --> 00:14:20,810 you go-- in the shooting method, when you shoot 227 00:14:20,810 --> 00:14:23,110 it either goes up or down. 228 00:14:23,110 --> 00:14:26,980 And you start working within those two numbers 229 00:14:26,980 --> 00:14:29,350 to restrict it until you get here. 230 00:14:29,350 --> 00:14:33,400 If you have a solution with five-digit accuracy, 231 00:14:33,400 --> 00:14:37,180 it will do this, this, this, and then blow up. 232 00:14:37,180 --> 00:14:39,530 If you have a solution with 10 digits after it, 233 00:14:39,530 --> 00:14:43,460 it will do this and go up to here and blow up again. 234 00:14:43,460 --> 00:14:48,100 You need 500-digits accuracy to get that wall. 235 00:14:48,100 --> 00:14:51,460 But it's a fun thing that you can do numerically and play 236 00:14:51,460 --> 00:14:52,450 with it. 237 00:14:52,450 --> 00:14:56,830 You can calculate five digits accuracy, ten digits accuracy 238 00:14:56,830 --> 00:15:00,280 within a matter of minutes. 239 00:15:00,280 --> 00:15:03,430 It's very practical, and it's very nice, 240 00:15:03,430 --> 00:15:07,550 but one thing you have to do is clean up your equation 241 00:15:07,550 --> 00:15:08,830 before you start. 242 00:15:08,830 --> 00:15:13,120 You cannot have an equation in Mathematica with h-bar and m 243 00:15:13,120 --> 00:15:14,380 and all that. 244 00:15:14,380 --> 00:15:17,830 So you have to clean up the units, is the first step, 245 00:15:17,830 --> 00:15:20,060 and write it as an equation question without units. 246 00:15:20,060 --> 00:15:23,840 Your And this plots very nicely in Mathematica, 247 00:15:23,840 --> 00:15:26,430 and you will have lots of practice.