1 00:00:00,680 --> 00:00:02,935 Even nonsense can be meaningful. 2 00:00:02,935 --> 00:00:09,400 [SOUND] 3 00:00:09,400 --> 00:00:13,210 Mathematics is more than just things free of inconsistency. 4 00:00:13,210 --> 00:00:16,410 It's more than just that which is the case. 5 00:00:16,410 --> 00:00:19,030 Sometime we're confronted with things, that are really not 6 00:00:19,030 --> 00:00:21,800 nonsensical or things that are just flat out wrong. 7 00:00:21,800 --> 00:00:24,560 And when we're confronted with things like that, we should 8 00:00:24,560 --> 00:00:29,180 really have a feeling or a need to salvage the situation. 9 00:00:29,180 --> 00:00:33,660 We should take the nonsensical or wrong thing and try to salvage it. 10 00:00:33,660 --> 00:00:34,480 Try to think 11 00:00:34,480 --> 00:00:38,550 of some sense in which it might make sense. 12 00:00:38,550 --> 00:00:45,740 So what's the sum n goes from 0 to infinity of 9 times 10 to the nth power? 13 00:00:45,740 --> 00:00:49,088 The party-pooper simply says, the series diverges. 14 00:00:49,088 --> 00:00:51,640 And the party-pooper is right. 15 00:00:51,640 --> 00:00:56,890 This series diverges. And why does it diverge? 16 00:00:56,890 --> 00:01:00,490 Well, it's a geometric series with 17 00:01:00,490 --> 00:01:04,730 R equals 10 and that counter ratio is 18 00:01:04,730 --> 00:01:09,920 bigger than 1. But let's try to salvage the nonsense. 19 00:01:09,920 --> 00:01:15,314 Well, remember back how we looked at the sum N goes from 1 to infinity 20 00:01:15,314 --> 00:01:20,615 of 9 times 10 to the negative nth power and this was, well, it's 21 00:01:20,615 --> 00:01:25,637 equal to 1, but we could also write it as 0.9999 where the 22 00:01:25,637 --> 00:01:27,911 9s keep on going that way. 23 00:01:27,911 --> 00:01:32,990 Well, in this situation, contemplating is really the opposite. 24 00:01:32,990 --> 00:01:39,020 I'm thinking of the sum N goes from 0 to infinity, of 9 times 10 to the N. 25 00:01:39,020 --> 00:01:39,940 What is that? 26 00:01:39,940 --> 00:01:43,890 When I plug it in N equals 0, I get nine time one which is 9. 27 00:01:43,890 --> 00:01:47,150 When I plug it in n equals 1, I get 9 times 10 which is 9. 28 00:01:47,150 --> 00:01:50,970 When I plug in N equals 2, I get 9 times 100 which is 900. 29 00:01:50,970 --> 00:01:56,832 And I'd keep on going. So one way to write this might be, well at 30 00:01:56,832 --> 00:02:03,407 first 9, 9 plus 90, that's 99, 99 plus 900 that's 999. 31 00:02:03,407 --> 00:02:08,866 It's as if I could write it with 9's going this way. 32 00:02:08,866 --> 00:02:12,380 And what if we add 1 to that. 33 00:02:12,380 --> 00:02:14,840 Well, I mean, it's not really a number, right? 34 00:02:14,840 --> 00:02:16,380 But I can still write it down. 35 00:02:16,380 --> 00:02:17,755 So I'll write down 36 00:02:17,755 --> 00:02:19,370 [LAUGH] 37 00:02:19,370 --> 00:02:25,665 a number that's just 9s going this way. And then I'm going to add 1 to that number 38 00:02:25,665 --> 00:02:26,150 [LAUGH]. 39 00:02:26,150 --> 00:02:30,400 What do I get? Well, 9 plus 1 is 10, carry the 1. 40 00:02:30,400 --> 00:02:33,200 9 plus 1 is 10, carry the 1. 9 plus 1 is 10, carry the 1. 41 00:02:36,960 --> 00:02:41,780 9 plus 1 is 10, carry the 1. 9 plus 1 is 10, carry the 1. 42 00:02:41,780 --> 00:02:44,000 And I'm going to keep on doing that, right? 43 00:02:44,000 --> 00:02:48,865 So it looks like this thing, which is 9's all the way that way, plus 44 00:02:48,865 --> 00:02:53,510 1, is 0. So whatever this thing is, its a thing 45 00:02:53,510 --> 00:03:01,320 that if i add 1 to it, I get 0. So what is 999 with dots all that way, 46 00:03:02,500 --> 00:03:04,154 its sort of equal and negative 1. 47 00:03:04,154 --> 00:03:07,410 because negative 1 is a thing I can add 1 to to 48 00:03:07,410 --> 00:03:11,480 get 0 and when I added 1 to this thing, I got 0. 49 00:03:11,480 --> 00:03:13,370 Sort of, makes sense. 50 00:03:13,370 --> 00:03:19,110 So if I just ignore convergence altogether, what would it tell me to do? 51 00:03:19,110 --> 00:03:24,850 I'm trying to evaluate the sum and goes from 0 to infinity of 9 times 10 to the N. 52 00:03:24,850 --> 00:03:27,690 Well that would be 9 times the sum N 53 00:03:27,690 --> 00:03:30,600 goes from 0 to infinity of 10 to the N. 54 00:03:30,600 --> 00:03:32,820 This is a, is a divergent geometric series. 55 00:03:32,820 --> 00:03:34,820 Let's just pretend the formula still worked. 56 00:03:34,820 --> 00:03:37,000 How I calculated the value of that series. 57 00:03:37,000 --> 00:03:39,390 That'd be 9 times and the formula for this is 58 00:03:39,390 --> 00:03:43,730 1 over 1 minus the common ratio, which is 10. 59 00:03:43,730 --> 00:03:45,960 Of course, that formula's only valid if it, if it 60 00:03:45,960 --> 00:03:48,880 were convergent series and it's not, but let's just pretend. 61 00:03:48,880 --> 00:03:52,350 What is this? Is this 9 times 1 over 1 minus 10? 62 00:03:52,350 --> 00:03:59,540 That's 9 times 1 over minus 9. Well, 9 times 1 over minus 9 is minus 1. 63 00:04:01,380 --> 00:04:03,900 Which is sort of what we're seeing here, right? 64 00:04:03,900 --> 00:04:07,530 I mean, if we're just ignoring convergence, it looks 65 00:04:07,530 --> 00:04:10,260 like it's telling us that the value of this series. 66 00:04:10,260 --> 00:04:12,260 I mean, it doesn't have a value because it diverges, but 67 00:04:12,260 --> 00:04:17,350 if the value of the series, maybe should be minus 1. 68 00:04:17,350 --> 00:04:20,400 And that, that's wrong because the series diverges. 69 00:04:20,400 --> 00:04:23,490 But, that's maybe the best of the wrong answers. 70 00:04:24,580 --> 00:04:26,470 But what we can keep going with this. 71 00:04:26,470 --> 00:04:28,920 For example, let's do some more calculations. 72 00:04:28,920 --> 00:04:33,350 So let's start with this werid number, which is 9's all that way. 73 00:04:33,350 --> 00:04:38,230 Not really a number, but there we go and let's multiply this by 5. 74 00:04:38,230 --> 00:04:39,300 What do I get? 75 00:04:39,300 --> 00:04:43,120 5 times 9 is 45. So put the 5 down there and carry the 4. 76 00:04:43,120 --> 00:04:48,290 5 times 9 is 45 plus 4 is 49. We have 4 to carry. 77 00:04:48,290 --> 00:04:52,490 5 times 9 is 45 plus 4 is 49. 78 00:04:52,490 --> 00:04:56,680 Got a 9 there and I gotta carry the 4. 5 times nine is 45 plus 4 is 49. 79 00:04:56,680 --> 00:04:57,560 You get the idea. 80 00:04:57,560 --> 00:04:59,960 I'm going to keep on getting 9's that anyway. 81 00:04:59,960 --> 00:05:03,470 So 9, 9, 9, 9 times 5 is 5, 9, 9, 9, 9. 82 00:05:04,560 --> 00:05:08,170 What is this? What happens if I add 5 to it? 83 00:05:08,170 --> 00:05:12,760 5 plus 5 is 0, well it's 10 but I gotta carry the 1. 84 00:05:12,760 --> 00:05:16,530 9 plus 1 is 10, so I put down a 0 and I carry the 1. 85 00:05:16,530 --> 00:05:19,574 9 plus 1 is 10 so I put down the 0 and carry the 1. 86 00:05:19,574 --> 00:05:25,550 All right, so 5 with a bunch of 9's here plus 5 is 0. 87 00:05:25,550 --> 00:05:30,390 So maybe then this number looks to be a lot like a negative 5. 88 00:05:30,390 --> 00:05:34,290 because negative 5 is a thing I can add to 5 to get 0. 89 00:05:34,290 --> 00:05:39,330 And we already saw that 9 is this way looked a lot like negative 1. 90 00:05:39,330 --> 00:05:41,720 So it seems like I've taken a number 91 00:05:41,720 --> 00:05:44,310 that's playing a role sort of like negative 1 92 00:05:44,310 --> 00:05:46,280 and I've multiplied it by 5 and I've got 93 00:05:46,280 --> 00:05:48,460 a number that's playing the role of negative 5. 94 00:05:48,460 --> 00:05:50,890 Which I could tell because when I added 5 to it, 95 00:05:50,890 --> 00:05:54,610 I got back to 0 and that worked better than it should've. 96 00:05:54,610 --> 00:05:58,880 What if we took 999999 and multiplied it by itself? 97 00:05:58,880 --> 00:05:59,475 So I've got 98 00:05:59,475 --> 00:06:05,470 9's all the way to the left, times itself. 9's all the way to the left. 99 00:06:06,740 --> 00:06:10,110 And what is that product? Well, 9 times 9 is 81. 100 00:06:10,110 --> 00:06:12,510 So put the 1 down there and the 8 up there for the carry. 101 00:06:12,510 --> 00:06:16,190 9 times 9 in 81 plus 8, which is 89, so put a 9 there. 102 00:06:16,190 --> 00:06:19,050 I've gotta carry this 8 now. 103 00:06:19,050 --> 00:06:22,110 9 times 9 is 81, plus 8 is 89, so 104 00:06:22,110 --> 00:06:24,480 I'll write the 9 down there and I've gotta carry 105 00:06:24,480 --> 00:06:24,850 the 8. 106 00:06:24,850 --> 00:06:26,950 Now, I keep on carrying the 8's along the top 107 00:06:26,950 --> 00:06:28,890 and I'm going to keep on writing 9's along the bottom. 108 00:06:28,890 --> 00:06:33,345 So it looks like working on the first digit here 9's all the way to 109 00:06:33,345 --> 00:06:37,639 the left times 9 is just one with 9's all the way to the left. 110 00:06:37,639 --> 00:06:41,587 But that's just working on this first digit, now I've 111 00:06:41,587 --> 00:06:44,658 got to move to the next digit on the bottom. 112 00:06:44,658 --> 00:06:49,496 So I'll put a 0 there, and it'll be 9 times 9 is 81, so I put the 8 113 00:06:49,496 --> 00:06:51,677 up there and the 1 down there. 114 00:06:51,677 --> 00:06:55,441 9 times 9 plus 8 is 89, so I'll put the 9 down there and then the 8 up there. 115 00:06:55,441 --> 00:06:58,301 9 times 9 is 81 plus 8, which is 89, so I'll put the 9 down 116 00:06:58,301 --> 00:07:02,410 there and the 8 up there, and I'll keep on going the same, exact way, all right. 117 00:07:02,410 --> 00:07:05,620 So working on that second digit, I've got a 0, a 1 and then all 9's. 118 00:07:05,620 --> 00:07:08,860 And I gotta work on the third digit on the bottom. 119 00:07:08,860 --> 00:07:11,990 Put down two 0's here and then it's exactly the same pattern. 120 00:07:11,990 --> 00:07:15,080 It's going to be 1 followed by 9's going on forever. 121 00:07:15,080 --> 00:07:18,100 And then to work on the next digit on the bottom, it will be 122 00:07:18,100 --> 00:07:21,610 three 0's and then the same patter of 1 followed by a bunch of 9's. 123 00:07:21,610 --> 00:07:23,080 And it's going to keep on going like that. 124 00:07:24,320 --> 00:07:26,160 Well, after I do all the digits along the bottom 125 00:07:26,160 --> 00:07:28,890 in this algorithm I'm supposed to add' them all up. 126 00:07:28,890 --> 00:07:31,630 So now I've got 1. 127 00:07:31,630 --> 00:07:35,130 9 plus 1 is 10, so I put the 0 there and I carry the 1. 128 00:07:35,130 --> 00:07:37,660 1 plus 9 plus 9 plus 1 is 20. 129 00:07:37,660 --> 00:07:41,370 So that's 0 here and I gotta carry a 2 there. 130 00:07:41,370 --> 00:07:45,800 2 plus 9 plus nine plus 9 plus 1, well that's 30. 131 00:07:45,800 --> 00:07:49,100 So I put the 0 there and I'll put a 3 here. 132 00:07:49,100 --> 00:07:50,680 And I'm going to keep on going like that. 133 00:07:50,680 --> 00:07:53,200 And I'm going to get 0's all the way across here. 134 00:07:54,240 --> 00:07:55,390 So what just happened? 135 00:07:55,390 --> 00:08:00,280 Well, it looks like we started with a number that's playing the role of minus 1. 136 00:08:00,280 --> 00:08:03,480 And we multiplied by a number that's playing the role of minus 1. 137 00:08:03,480 --> 00:08:06,900 And when I actually did that multiplication, 138 00:08:06,900 --> 00:08:10,250 the answer that I ended up getting looks to be 1. 139 00:08:10,250 --> 00:08:11,549 Which is just what I hope it would be. 140 00:08:13,140 --> 00:08:15,380 So it really is seeming like it's working. 141 00:08:15,380 --> 00:08:16,600 And when we started out with 142 00:08:16,600 --> 00:08:19,670 this nonsensical thing right, this divergent series. 143 00:08:19,670 --> 00:08:22,790 But we're sort of taking the nonsense seriously, we've ended up 144 00:08:22,790 --> 00:08:26,580 getting a system that works sort of like the negative numbers. 145 00:08:26,580 --> 00:08:30,800 And in fact computers do store negative numbers this way. 146 00:08:30,800 --> 00:08:32,140 Of course, computers usually don't 147 00:08:32,140 --> 00:08:34,950 work base 10, they work base 2 and when you work 148 00:08:34,950 --> 00:08:39,770 base 2, you do the same kind of game called two's complement arithmetic. 149 00:08:39,770 --> 00:08:42,760 And this sort of thing comes up in just pure mathematics. 150 00:08:42,760 --> 00:08:45,740 This sort of thing is often called the P-adic numbers 151 00:08:45,740 --> 00:08:50,240 and in particular when we're using powers of ten, 10-adic numbers. 152 00:08:50,240 --> 00:08:55,790 So mathematics is so powerful, that even nonsense can lead to a reasonable fury. 153 00:08:57,400 --> 00:09:00,660 It's one thing to win battles, just by force alone, right? 154 00:09:00,660 --> 00:09:04,850 To be great, by virtue of simply being correct all of the time. 155 00:09:04,850 --> 00:09:09,710 But it's something else entirely, to win those battles, when you're weak. 156 00:09:09,710 --> 00:09:12,729 To be on the right track, even when you're entirely wrong. 157 00:09:13,790 --> 00:09:15,420 And I think the fact that mathematics works 158 00:09:15,420 --> 00:09:17,800 like this really shows that there's something to it. 159 00:09:17,800 --> 00:09:20,570 It's not just symbols that we're pushing around on a page. 160 00:09:20,570 --> 00:09:21,980 We're really out there, 161 00:09:21,980 --> 00:09:25,960 exploring something that's really there, something really beautiful 162 00:09:25,960 --> 00:09:29,162 and we're just fortunate to get to take part. 163 00:09:33,985 --> 00:09:40,492 [SOUND]