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These are the user uploaded subtitles that are being translated: 1 00:00:01,500 --> 00:00:04,333 ♪ ♪ 2 00:00:06,266 --> 00:00:11,266 TALITHIA WILLIAMS: We live our lives surrounded by numbers. 3 00:00:11,266 --> 00:00:14,133 REPORTER: Tipping the scales at a whopping 14 pounds... 4 00:00:14,133 --> 00:00:15,800 The price? $400. 5 00:00:15,800 --> 00:00:17,666 ... at 145,000 new infections... 6 00:00:17,666 --> 00:00:20,633 WILLIAMS: But they didn't all arrive at once. 7 00:00:20,633 --> 00:00:22,400 Why did it take so long... 8 00:00:22,400 --> 00:00:25,466 PATRICK KIMANI: Its utility in mathematics is undisputed. 9 00:00:25,466 --> 00:00:27,833 WILLIAMS: ...for one number in particular... 10 00:00:27,833 --> 00:00:29,300 It's more like a concept than a number. 11 00:00:29,300 --> 00:00:32,066 WILLIAMS: ...to gain full "numberhood"? 12 00:00:32,066 --> 00:00:34,233 I'd call it a very significant number. 13 00:00:34,233 --> 00:00:35,566 WILLIAMS: What's so scary... 14 00:00:35,566 --> 00:00:36,700 VINODH CHELLAMUTHU: You divide a number by it, 15 00:00:36,700 --> 00:00:37,933 you blow up. 16 00:00:37,933 --> 00:00:41,133 WILLIAMS: ...about zero? 17 00:00:41,133 --> 00:00:42,433 In science and mathematics, 18 00:00:42,433 --> 00:00:44,133 the simplest ideas end up 19 00:00:44,133 --> 00:00:47,333 the most influential, the most profound. 20 00:00:47,333 --> 00:00:51,066 WILLIAMS: From zero, where do numbers lead? 21 00:00:51,066 --> 00:00:52,266 Can we follow them 22 00:00:52,266 --> 00:00:53,966 all the way to infinity? 23 00:00:53,966 --> 00:00:55,400 AISHA ARROYO: Infinity and zero 24 00:00:55,400 --> 00:00:56,866 are two sides to the same coin. 25 00:00:56,866 --> 00:01:01,033 WILLIAMS: Can one infinity be bigger than another? 26 00:01:01,033 --> 00:01:02,100 EUGENIA CHENG: How much there is 27 00:01:02,100 --> 00:01:04,400 to understand, that's where 28 00:01:04,400 --> 00:01:06,400 all the amazingness of infinity is! 29 00:01:06,400 --> 00:01:10,033 WILLIAMS: What happens when mathematicians mix 30 00:01:10,033 --> 00:01:13,300 the clout of zero with the power of infinity? 31 00:01:13,300 --> 00:01:15,733 STEVE STROGATZ: It's all one big principle. 32 00:01:15,733 --> 00:01:20,600 WILLIAMS: Nothing less than our modern world. 33 00:01:20,600 --> 00:01:23,900 Come join me, Talithia Williams, 34 00:01:23,900 --> 00:01:27,000 as we dance with two of the strangest beasts 35 00:01:27,000 --> 00:01:29,933 in all of mathematics. 36 00:01:29,933 --> 00:01:33,800 It's nothing... and everything. 37 00:01:33,800 --> 00:01:35,400 "Zero to Infinity," 38 00:01:35,400 --> 00:01:38,800 right now, on "NOVA." 39 00:01:38,800 --> 00:01:43,066 ♪ ♪ 40 00:01:43,066 --> 00:01:58,833 ANNOUNCER: Major funding for "NOVA" is provided by the following: 41 00:02:08,533 --> 00:02:14,700 ♪ ♪ 42 00:02:14,700 --> 00:02:19,433 WILLIAMS: Imagine if you had to explain how we keep track of time 43 00:02:19,433 --> 00:02:22,833 to an alien. 44 00:02:22,833 --> 00:02:26,333 ♪ ♪ 45 00:02:27,933 --> 00:02:29,100 Since they are an alien, 46 00:02:29,100 --> 00:02:32,933 you start with how long it takes for Earth 47 00:02:32,933 --> 00:02:35,200 to travel around the sun. 48 00:02:35,200 --> 00:02:37,666 One year. 49 00:02:37,666 --> 00:02:38,733 So far, so good. 50 00:02:38,733 --> 00:02:42,033 Then you explain we break a year 51 00:02:42,033 --> 00:02:44,600 down into 12 months, 52 00:02:44,600 --> 00:02:47,966 though they don't fit exactly. 53 00:02:47,966 --> 00:02:52,600 And we break months into four weeks. 54 00:02:52,600 --> 00:02:54,933 Though that's not an exact fit, either. 55 00:02:54,933 --> 00:03:00,633 At this point, the alien might think, "One, 12, four. 56 00:03:00,633 --> 00:03:02,500 Is there a pattern forming?" 57 00:03:02,500 --> 00:03:05,100 But then you go on and explain 58 00:03:05,100 --> 00:03:07,533 a week is made up of seven days. 59 00:03:07,533 --> 00:03:12,700 And that a day is made of 24 hours. 60 00:03:12,700 --> 00:03:16,966 And an hour is made up of 60 minutes. 61 00:03:16,966 --> 00:03:20,966 So that's groups of one, 12, four, seven, 24, and 60. 62 00:03:20,966 --> 00:03:23,133 That's the "system." 63 00:03:23,133 --> 00:03:27,600 Even the alien's buddies can't figure it out. 64 00:03:27,600 --> 00:03:32,466 Maybe they can wrap their heads around another number-- 65 00:03:32,466 --> 00:03:34,333 a dance number! 66 00:03:34,333 --> 00:03:38,900 ♪ ♪ 67 00:03:38,900 --> 00:03:40,333 It's easy to imagine 68 00:03:40,333 --> 00:03:43,200 that the real universal language 69 00:03:43,200 --> 00:03:45,200 should be mathematics. 70 00:03:45,200 --> 00:03:48,000 And maybe it is. 71 00:03:48,000 --> 00:03:50,000 Though on Earth, 72 00:03:50,000 --> 00:03:52,800 over the course of our history, 73 00:03:52,800 --> 00:03:57,000 how we represent numbers has been anything but universal. 74 00:03:57,000 --> 00:03:58,300 Over thousands of years, 75 00:03:58,300 --> 00:04:01,533 we humans have tried out a lot of systems, 76 00:04:01,533 --> 00:04:04,866 but there is one that many of us use today. 77 00:04:04,866 --> 00:04:07,700 With just ten numerals-- 78 00:04:07,700 --> 00:04:09,466 zero through nine-- 79 00:04:09,466 --> 00:04:14,200 we can, in principle, write out any number we want, 80 00:04:14,200 --> 00:04:15,933 however large or small. 81 00:04:15,933 --> 00:04:17,266 Though writing out some 82 00:04:17,266 --> 00:04:22,300 may require an eternity-- I'm looking at you, pi! 83 00:04:22,300 --> 00:04:24,200 ♪ ♪ 84 00:04:24,200 --> 00:04:27,566 So where did all these numbers come from? 85 00:04:27,566 --> 00:04:30,633 And do they really go on forever? 86 00:04:30,633 --> 00:04:33,166 My name is Talithia Williams. 87 00:04:33,166 --> 00:04:36,133 And when I'm not on an alien planet, 88 00:04:36,133 --> 00:04:37,800 you can find me... 89 00:04:37,800 --> 00:04:40,433 ♪ ♪ 90 00:04:40,433 --> 00:04:45,366 ...here, at Harvey Mudd College in Claremont, California, 91 00:04:45,366 --> 00:04:50,166 where I'm a professor of mathematics and a statistician. 92 00:04:50,166 --> 00:04:51,966 (speaking indistinctly) 93 00:04:51,966 --> 00:04:54,766 WILLIAMS: Statistics is a mathematical science 94 00:04:54,766 --> 00:04:57,300 that looks for patterns in data... 95 00:04:57,300 --> 00:04:59,133 So it is really key here that our data... 96 00:04:59,133 --> 00:05:01,800 WILLIAMS: ...information that researchers can gather from anywhere, 97 00:05:01,800 --> 00:05:06,500 but all of which is ultimately translated into numbers 98 00:05:06,500 --> 00:05:10,200 using the very digits we learn by counting, 99 00:05:10,200 --> 00:05:12,600 well, our digits. 100 00:05:14,266 --> 00:05:18,666 One, two, three, four, five, and so on. 101 00:05:18,666 --> 00:05:20,700 They can be arranged as whole steps 102 00:05:20,700 --> 00:05:25,066 on a number line that extends off into the distance, 103 00:05:25,066 --> 00:05:28,833 heading toward something we learned to call "infinity," 104 00:05:28,833 --> 00:05:33,333 which we shall see can be a very strange place, indeed. 105 00:05:33,333 --> 00:05:37,900 Though there is one number that tends to be overlooked-- 106 00:05:37,900 --> 00:05:39,233 at least at first. 107 00:05:39,233 --> 00:05:43,566 Most of us learn to count starting with one. 108 00:05:43,566 --> 00:05:46,466 But is that really the beginning? 109 00:05:46,466 --> 00:05:53,333 Or is the start a number that isn't there at all-- zero? 110 00:05:53,333 --> 00:05:56,933 ♪ ♪ 111 00:05:56,933 --> 00:06:00,500 When we talk about zero, 112 00:06:00,500 --> 00:06:02,333 we're talking about nothing. 113 00:06:04,733 --> 00:06:07,400 So we start, you know, teaching children, here's one apple, 114 00:06:07,400 --> 00:06:09,533 two apples, three apples, and we don't think about, 115 00:06:09,533 --> 00:06:12,533 well, what about everywhere else where there are no apples? 116 00:06:12,533 --> 00:06:14,633 ♪ ♪ 117 00:06:14,633 --> 00:06:16,466 Zero is a special number, 118 00:06:16,466 --> 00:06:20,700 which makes every other number meaningful. 119 00:06:21,466 --> 00:06:25,600 WILLIAMS: These days, most of us take zero for granted. 120 00:06:25,600 --> 00:06:29,866 But as it turns out, unlike the counting numbers-- 121 00:06:29,866 --> 00:06:32,233 one, two, three, and so on-- 122 00:06:32,233 --> 00:06:35,100 zero was late to the party. 123 00:06:35,100 --> 00:06:38,266 Maybe that's understandable. 124 00:06:38,266 --> 00:06:40,966 Numbers help us keep track of things, 125 00:06:40,966 --> 00:06:43,500 like the number of sheep you have, 126 00:06:43,500 --> 00:06:46,733 or chickens, or cows. 127 00:06:46,733 --> 00:06:51,200 So why keep track of zero goats? 128 00:06:51,200 --> 00:06:52,866 LAURIE KEATTS: Then there would be an infinite number 129 00:06:52,866 --> 00:06:55,933 of things that we're not counting. 130 00:06:55,933 --> 00:07:00,733 The number zero may seem like it's been with us forever, 131 00:07:00,733 --> 00:07:04,533 but ancient civilizations had numbers and mathematics 132 00:07:04,533 --> 00:07:07,933 for thousands of years without it. 133 00:07:07,933 --> 00:07:10,833 For example, those of Mesopotamia. 134 00:07:10,833 --> 00:07:15,033 That's the historical name for an area that includes 135 00:07:15,033 --> 00:07:20,266 parts of modern Iraq, Iran, Syria, and Turkey. 136 00:07:20,266 --> 00:07:23,133 It was home to some of the earliest cities 137 00:07:23,133 --> 00:07:25,766 and the earliest civilizations in the world, 138 00:07:25,766 --> 00:07:28,233 as well as an influential numeral system 139 00:07:28,233 --> 00:07:30,866 based on the number 60. 140 00:07:30,866 --> 00:07:33,300 First invented by the Sumerians, 141 00:07:33,300 --> 00:07:36,100 and later developed by the Babylonians, 142 00:07:36,100 --> 00:07:40,233 it survived for thousands of years, 143 00:07:40,233 --> 00:07:42,433 and its legacy is with us today 144 00:07:42,433 --> 00:07:45,633 in the 60 minutes in an hour. 145 00:07:46,766 --> 00:07:49,633 Nearby, and at about the same time, 146 00:07:49,633 --> 00:07:51,466 were the Ancient Egyptians. 147 00:07:51,466 --> 00:07:55,600 They developed sophisticated mathematics, 148 00:07:55,600 --> 00:07:58,766 geometry, and astronomy. 149 00:07:58,766 --> 00:08:02,866 They also had their own hieroglyphic numeral system 150 00:08:02,866 --> 00:08:04,533 that evolved over time. 151 00:08:04,533 --> 00:08:07,133 And just like the Mesopotamians, 152 00:08:07,133 --> 00:08:11,600 the Ancient Egyptians didn't use the number zero. 153 00:08:11,600 --> 00:08:14,466 Neither did the Greeks 154 00:08:14,466 --> 00:08:17,066 nor the Romans. 155 00:08:17,066 --> 00:08:21,933 Now remember, we're talking about zero as a number. 156 00:08:21,933 --> 00:08:25,666 For us, zero also acts as a placeholder, 157 00:08:25,666 --> 00:08:32,033 a way to distinguish 44 from 404. 158 00:08:32,033 --> 00:08:36,566 Some ancient numeral systems had placeholders, as well, 159 00:08:36,566 --> 00:08:38,300 filling in blank spots. 160 00:08:38,300 --> 00:08:41,433 But they weren't seen as a number. 161 00:08:41,433 --> 00:08:44,066 They were just a way to keep things organized. 162 00:08:44,066 --> 00:08:49,333 In fact, as far as historians can tell, 163 00:08:49,333 --> 00:08:54,133 using zero as a number has only turned up twice. 164 00:08:54,133 --> 00:08:55,900 The Mayans had the idea. 165 00:08:55,900 --> 00:09:00,600 They represented the number zero with a shell. 166 00:09:00,600 --> 00:09:03,233 But the zero that we commonly use today 167 00:09:03,233 --> 00:09:06,000 came from another part of the world. 168 00:09:06,000 --> 00:09:11,033 ♪ ♪ 169 00:09:11,033 --> 00:09:12,433 The Indian subcontinent 170 00:09:12,433 --> 00:09:17,933 has been home to many societies, cultures, and traditions, 171 00:09:17,933 --> 00:09:21,466 some dating back hundreds, if not thousands, of years. 172 00:09:21,466 --> 00:09:26,666 For example, the colorful festival of Holi, 173 00:09:26,666 --> 00:09:31,066 which celebrates the divine love of Radha and Krishna. 174 00:09:31,066 --> 00:09:36,633 And it was here in India about 1,700 years ago 175 00:09:36,633 --> 00:09:40,400 that one of the most powerful ideas in all of mathematics 176 00:09:40,400 --> 00:09:46,033 is thought by some to have taken hold-- zero. 177 00:09:46,033 --> 00:09:51,300 ♪ ♪ 178 00:09:51,300 --> 00:09:54,066 To learn more about India's critical role 179 00:09:54,066 --> 00:09:56,966 in zero's history, I've traveled 180 00:09:56,966 --> 00:10:00,400 to Princeton University to speak with one of the most 181 00:10:00,400 --> 00:10:04,233 highly regarded mathematicians in the world, 182 00:10:04,233 --> 00:10:08,333 Manjul Bhargava, also an accomplished player 183 00:10:08,333 --> 00:10:11,100 of the primary percussion instrument 184 00:10:11,100 --> 00:10:14,533 in Indian classical music, the tabla. 185 00:10:14,533 --> 00:10:17,300 (playing rapid rhythm) 186 00:10:25,866 --> 00:10:28,200 Manjul, we've had number systems for thousands of years, 187 00:10:28,200 --> 00:10:30,733 from the Egyptians to the Babylonians, 188 00:10:30,733 --> 00:10:33,100 uh, but they didn't seem to have a need for zero. 189 00:10:33,100 --> 00:10:36,766 Why do you think it started in India at this time? 190 00:10:36,766 --> 00:10:41,266 The concept of zero started off in philosophical works. 191 00:10:41,266 --> 00:10:44,000 The state of zero-ness. Mm-hmm. 192 00:10:44,000 --> 00:10:47,566 The state that we all try to achieve when we meditate. 193 00:10:47,566 --> 00:10:50,200 ♪ ♪ 194 00:10:50,200 --> 00:10:52,800 WILLIAMS: In the Hindu and Buddhist traditions, 195 00:10:52,800 --> 00:10:56,533 both with deep roots on the Indian subcontinent, 196 00:10:56,533 --> 00:11:03,100 the concept of emptiness plays a key role. 197 00:11:03,100 --> 00:11:04,900 BHARGAVA: Emptying the mind 198 00:11:04,900 --> 00:11:06,966 of all sensations, of all temptations, 199 00:11:06,966 --> 00:11:09,233 of ego, of thoughts, of emotions. 200 00:11:09,233 --> 00:11:11,200 And so that really 201 00:11:11,200 --> 00:11:13,966 put zero in the air as, as an important concept. 202 00:11:13,966 --> 00:11:16,866 But the first symbolic representation of a zero 203 00:11:16,866 --> 00:11:18,833 actually happened in the field of linguistics. 204 00:11:18,833 --> 00:11:25,533 WILLIAMS: In about the fifth century BCE, an Indian scholar, Panini, 205 00:11:25,533 --> 00:11:28,700 laid out the linguistic rules of what came to be called 206 00:11:28,700 --> 00:11:31,600 Classical Sanskrit. 207 00:11:31,600 --> 00:11:33,833 BHARGAVA: Sometimes, when you're pronouncing things, 208 00:11:33,833 --> 00:11:35,200 you like to leave out 209 00:11:35,200 --> 00:11:37,433 a sound when you're, when you're pronouncing quickly. 210 00:11:39,233 --> 00:11:42,033 So Panini, who is one of the great grammarians of India, 211 00:11:42,033 --> 00:11:46,466 had a special symbol when a sound gets deleted. 212 00:11:46,466 --> 00:11:48,333 That was called a lopa. 213 00:11:48,333 --> 00:11:49,566 And that's like a linguistic zero. 214 00:11:49,566 --> 00:11:50,966 Very parallel to the modern 215 00:11:50,966 --> 00:11:52,766 apostrophe in the English language. Yeah. 216 00:11:52,766 --> 00:11:57,633 (tabla playing) 217 00:11:57,633 --> 00:12:01,633 WILLIAMS: Traditional Indian music of the type Manjul plays 218 00:12:01,633 --> 00:12:06,266 is greatly influenced by the poetic traditions of Sanskrit. 219 00:12:06,266 --> 00:12:12,133 It too will sometimes omit sounds. 220 00:12:12,133 --> 00:12:13,700 BHARGAVA: So, when the lopa came to music, 221 00:12:13,700 --> 00:12:18,866 that void is considered just as important as an actual sound 222 00:12:18,866 --> 00:12:21,066 and can be just as powerful. 223 00:12:21,066 --> 00:12:24,100 So, occasionally, to emphasize the downbeat, you won't play it. 224 00:12:24,100 --> 00:12:25,100 So it'll go... 225 00:12:25,100 --> 00:12:28,066 (vocalizing beats) 226 00:12:38,366 --> 00:12:41,433 And so that's how a musical zero came about. 227 00:12:41,433 --> 00:12:42,433 And a musical zero can be very powerful. 228 00:12:42,433 --> 00:12:45,633 A zero is like any other note, 229 00:12:45,633 --> 00:12:47,033 that you can use it in very important moments 230 00:12:47,033 --> 00:12:48,700 and just put the void there. 231 00:12:48,700 --> 00:12:51,366 ♪ ♪ 232 00:12:51,366 --> 00:12:53,400 WILLIAMS: The centrality of emptiness 233 00:12:53,400 --> 00:12:56,000 in Indian philosophical traditions, 234 00:12:56,000 --> 00:12:58,700 and the symbolic linguistic zero, 235 00:12:58,700 --> 00:13:02,900 may have set the stage for the number zero. 236 00:13:02,900 --> 00:13:06,300 Many scholars date its development to sometime 237 00:13:06,300 --> 00:13:09,033 in the first half of the first millennium, 238 00:13:09,033 --> 00:13:11,400 between the third and fifth centuries. 239 00:13:11,400 --> 00:13:15,900 But that opinion was originally based on indirect evidence 240 00:13:15,900 --> 00:13:19,100 because no hard physical proof had ever been found. 241 00:13:19,100 --> 00:13:21,600 ♪ ♪ 242 00:13:21,600 --> 00:13:24,733 Some believe that changed in 2017, 243 00:13:24,733 --> 00:13:27,866 when Oxford University's Bodleian Libraries 244 00:13:27,866 --> 00:13:33,400 made a surprising announcement about one of their treasures. 245 00:13:33,400 --> 00:13:35,300 Now scientists from the University of Oxford 246 00:13:35,300 --> 00:13:38,100 have found a manuscript that originated in India 247 00:13:38,100 --> 00:13:40,766 and pushes back the discovery of the concept of zero 248 00:13:40,766 --> 00:13:42,633 by at least 500 years. 249 00:13:42,633 --> 00:13:47,800 WILLIAMS: The Bakhshali manuscript, about 70 birch bark pages 250 00:13:47,800 --> 00:13:50,566 of mathematical writings in Sanskrit, 251 00:13:50,566 --> 00:13:54,133 had been dated to around 800 C.E. 252 00:13:54,133 --> 00:13:57,566 But new carbon dating of one of its pages 253 00:13:57,566 --> 00:14:01,300 pushed that back about 500 years. 254 00:14:01,300 --> 00:14:03,433 The page shows a dot, which has been interpreted 255 00:14:03,433 --> 00:14:05,666 to represent zero. 256 00:14:05,666 --> 00:14:06,666 BHARGAVA: There we see the zero 257 00:14:06,666 --> 00:14:09,200 used in the Indian number system 258 00:14:09,200 --> 00:14:11,800 just the way that we write them today. 259 00:14:11,800 --> 00:14:15,666 With one difference, is that the zero is written as a dot. 260 00:14:15,666 --> 00:14:19,966 WILLIAMS: If the dating is correct, the manuscript is now 261 00:14:19,966 --> 00:14:24,700 the earliest evidence of zero's use as a number. 262 00:14:24,700 --> 00:14:27,566 Not all scholars agree, however, 263 00:14:27,566 --> 00:14:30,600 and the assertion that the writing is that old 264 00:14:30,600 --> 00:14:33,533 is hotly contested. 265 00:14:33,533 --> 00:14:36,833 However, there's little question 266 00:14:36,833 --> 00:14:39,833 that zero was in use in mathematics in India 267 00:14:39,833 --> 00:14:41,633 by the seventh century, 268 00:14:41,633 --> 00:14:46,300 in the time of the great astronomer and mathematician 269 00:14:46,300 --> 00:14:48,333 Brahmagupta. 270 00:14:48,333 --> 00:14:50,100 BHARGAVA: Brahmagupta came around, 271 00:14:50,100 --> 00:14:52,700 and he said, "Well, zero is a number just like any other." 272 00:14:52,700 --> 00:14:54,100 So, he actually goes 273 00:14:54,100 --> 00:14:57,300 and writes down rules for multiplication 274 00:14:57,300 --> 00:14:58,666 and addition and subtraction of zero. 275 00:14:58,666 --> 00:15:00,300 WILLIAMS: So he's the first person to have, like, 276 00:15:00,300 --> 00:15:03,033 thought of how we work with zero today. 277 00:15:03,033 --> 00:15:04,033 Thought of zero's... Right, right. Yeah. 278 00:15:04,033 --> 00:15:07,433 WILLIAMS: Along with zero, 279 00:15:07,433 --> 00:15:11,466 Brahmagupta also investigated negative numbers. 280 00:15:11,466 --> 00:15:15,466 Today, when we place zero at the center of the number line, 281 00:15:15,466 --> 00:15:18,566 between positive and negative numbers, 282 00:15:18,566 --> 00:15:21,733 that is a legacy of his work. 283 00:15:21,733 --> 00:15:23,100 BHARGAVA: So, when we talk about the history of the zero, 284 00:15:23,100 --> 00:15:25,166 from a mathematician's point of view, 285 00:15:25,166 --> 00:15:26,400 this was the grand moment 286 00:15:26,400 --> 00:15:29,066 where zero became a full-fledged number 287 00:15:29,066 --> 00:15:31,700 as part of our mathematics, and that really, 288 00:15:31,700 --> 00:15:33,366 that really changed mathematics. 289 00:15:33,366 --> 00:15:37,966 Do you think it's the, it's the best idea ever in mathematics? 290 00:15:37,966 --> 00:15:39,500 In science and mathematics, it's often 291 00:15:39,500 --> 00:15:45,633 the simplest and the most basic ideas that end up becoming 292 00:15:45,633 --> 00:15:46,833 the most influent... Revolutionizing the... 293 00:15:46,833 --> 00:15:47,966 Yeah, the most influential, 294 00:15:47,966 --> 00:15:49,000 the most profound. 295 00:15:49,000 --> 00:15:50,866 Like the wheel. 296 00:15:50,866 --> 00:15:52,700 And it really did 297 00:15:52,700 --> 00:15:55,366 change mathematics and science. Yeah. 298 00:15:55,366 --> 00:16:01,166 ♪ ♪ 299 00:16:01,166 --> 00:16:04,766 Before the Indian system became widely adopted, 300 00:16:04,766 --> 00:16:06,866 the main purpose of written numerals 301 00:16:06,866 --> 00:16:10,566 was for recording numbers, not calculating with them. 302 00:16:10,566 --> 00:16:13,766 Instead, calculations were done with a variety 303 00:16:13,766 --> 00:16:15,166 of techniques and devices-- 304 00:16:15,166 --> 00:16:21,733 such as abacuses or counting boards that used pebbles. 305 00:16:21,733 --> 00:16:25,466 Numerals were only for storing the results. 306 00:16:25,466 --> 00:16:29,000 But the Indian system uses the same numerals 307 00:16:29,000 --> 00:16:32,333 for calculation and storage. 308 00:16:32,333 --> 00:16:35,533 Like the number zero, that's a fundamental breakthrough 309 00:16:35,533 --> 00:16:37,933 we all just take for granted. 310 00:16:37,933 --> 00:16:42,000 The innovative Indian system would eventually become 311 00:16:42,000 --> 00:16:45,166 the most popular in the world, 312 00:16:45,166 --> 00:16:47,133 but not immediately. 313 00:16:47,133 --> 00:16:50,533 A crucial step in that journey 314 00:16:50,533 --> 00:16:55,000 came out of the remarkable rise of the Islamic Empire. 315 00:16:55,000 --> 00:16:57,166 Originating in the Arabian Peninsula 316 00:16:57,166 --> 00:16:59,133 in the seventh century, 317 00:16:59,133 --> 00:17:01,600 after only about a hundred years, 318 00:17:01,600 --> 00:17:05,900 it had reached India in the east and Spain in the west. 319 00:17:05,900 --> 00:17:09,733 To learn more about the key role of Islam 320 00:17:09,733 --> 00:17:12,100 in the spread of Indian numerals and zero, 321 00:17:12,100 --> 00:17:14,800 I'm visiting the Hispanic Society of America 322 00:17:14,800 --> 00:17:16,600 in New York City, 323 00:17:16,600 --> 00:17:20,266 which houses perhaps the most influential work 324 00:17:20,266 --> 00:17:23,633 in that journey. 325 00:17:23,633 --> 00:17:26,933 I'm joined by Waleed el-Ansary. 326 00:17:26,933 --> 00:17:29,800 He's an expert in Islamic studies 327 00:17:29,800 --> 00:17:33,100 and the intersection of religion, science, 328 00:17:33,100 --> 00:17:36,166 and economics, and like me, eager to see 329 00:17:36,166 --> 00:17:39,033 the rare manuscript. 330 00:17:39,033 --> 00:17:40,633 Its roots go back to what was then 331 00:17:40,633 --> 00:17:42,766 a recently constructed city 332 00:17:42,766 --> 00:17:46,766 and a new political and cultural center of Islam: 333 00:17:46,766 --> 00:17:49,600 Baghdad. 334 00:17:49,600 --> 00:17:52,466 EL-ANSARY: So, Baghdad was designed in a circular shape, 335 00:17:52,466 --> 00:17:55,333 after Euclid's writings. 336 00:17:55,333 --> 00:17:59,200 And the circle is viewed as the perfect shape, 337 00:17:59,200 --> 00:18:03,233 and therefore it's a symbol, in a sense, of God. 338 00:18:03,233 --> 00:18:06,833 WILLIAMS: Strategically located at the crossroads 339 00:18:06,833 --> 00:18:11,333 of several trade routes, the city quickly grew. 340 00:18:11,333 --> 00:18:13,000 And it became the largest city in the world. 341 00:18:13,000 --> 00:18:15,400 It's really quite amazing. 342 00:18:15,400 --> 00:18:20,366 This center for trade on one hand, 343 00:18:20,366 --> 00:18:22,100 as well as intellectual trade. Hm. 344 00:18:22,100 --> 00:18:26,366 The transfer and transmission of ideas. 345 00:18:26,366 --> 00:18:29,233 WILLIAMS: Scholars translated texts that had been gathered 346 00:18:29,233 --> 00:18:34,300 from across the Islamic world and beyond, 347 00:18:34,300 --> 00:18:37,500 including those about Indian mathematics. 348 00:18:37,500 --> 00:18:40,500 EL-ANSARY: They viewed all knowledge coming from these 349 00:18:40,500 --> 00:18:43,433 other civilizations that was consistent with 350 00:18:43,433 --> 00:18:45,000 the unity of God 351 00:18:45,000 --> 00:18:47,633 as being Islamic in the deepest sense of the word. Mm. 352 00:18:47,633 --> 00:18:51,166 And so it was very easy for the Muslims to integrate that 353 00:18:51,166 --> 00:18:52,833 into their worldview. 354 00:18:52,833 --> 00:18:57,033 Sounds like they were also the curators of this knowledge. 355 00:18:57,033 --> 00:18:59,066 And, and once they sort of brought it together, 356 00:18:59,066 --> 00:19:00,733 they then built on it, as well. 357 00:19:00,733 --> 00:19:04,866 That's right, it wasn't just Aristotle in Arabic. That's right. 358 00:19:04,866 --> 00:19:06,933 Yeah. It was more than that. 359 00:19:06,933 --> 00:19:13,300 ♪ ♪ 360 00:19:13,300 --> 00:19:15,800 WILLIAMS: In the early part of the ninth century, 361 00:19:15,800 --> 00:19:19,300 Muhammad ibn Musa al-Khwarizmi, 362 00:19:19,300 --> 00:19:22,466 a Persian scholar in a variety of subjects, 363 00:19:22,466 --> 00:19:26,766 wrote several hugely influential books. 364 00:19:26,766 --> 00:19:32,333 Two had a powerful impact on mathematics. 365 00:19:32,333 --> 00:19:36,966 In one, he laid out the foundations of algebra. 366 00:19:36,966 --> 00:19:39,566 In fact, part of the title of the book would give 367 00:19:39,566 --> 00:19:42,466 the subject its name. 368 00:19:42,466 --> 00:19:45,800 Another of his key works in mathematics, 369 00:19:45,800 --> 00:19:50,400 which only survives today in a 13th-century Latin translation, 370 00:19:50,400 --> 00:19:53,833 is what's brought us to the Hispanic Society of America, 371 00:19:53,833 --> 00:19:59,066 home to one of the oldest and the most complete version. 372 00:19:59,066 --> 00:20:00,733 EL-ANSARY: This is a gem. 373 00:20:00,733 --> 00:20:04,633 And so you can see here the Indian Arabic 374 00:20:04,633 --> 00:20:07,133 numeral system. Yeah. 375 00:20:07,133 --> 00:20:10,600 With zero, one, two, three, four, five, 376 00:20:10,600 --> 00:20:13,566 six, seven, eight, nine. 377 00:20:13,566 --> 00:20:18,333 And some of them are shaped very similar 378 00:20:18,333 --> 00:20:20,933 to what we have today, some of them are not. WILLIAMS: Mm-hmm. 379 00:20:20,933 --> 00:20:22,433 Mathematics today, the foundation 380 00:20:22,433 --> 00:20:24,700 is right here in front of us. 381 00:20:24,700 --> 00:20:25,700 That's right. WILLIAMS: Yeah. 382 00:20:25,700 --> 00:20:28,200 Which is unbelievable. 383 00:20:28,200 --> 00:20:29,633 (laughs) 384 00:20:29,633 --> 00:20:33,700 WILLIAMS: The purpose of the book was to promote 385 00:20:33,700 --> 00:20:38,400 the Indian numeral system and explain its key innovations, 386 00:20:38,400 --> 00:20:42,900 zero and the use of the numerals for arithmetic. 387 00:20:42,900 --> 00:20:45,666 ♪ ♪ 388 00:20:45,666 --> 00:20:49,566 The book also included procedures for computation 389 00:20:49,566 --> 00:20:53,300 that would come to be known as algorithms, 390 00:20:53,300 --> 00:20:56,466 a corruption of al-Khwarizmi's name. 391 00:20:56,466 --> 00:21:01,033 EL-ANSARY: So it's a little manual to show people 392 00:21:01,033 --> 00:21:02,966 how to operate with these. 393 00:21:02,966 --> 00:21:05,733 And we learn this as, as kids, so in some ways, 394 00:21:05,733 --> 00:21:07,433 we take it for granted, but you're right, it's, 395 00:21:07,433 --> 00:21:09,833 someone had to say, "This is the process 396 00:21:09,833 --> 00:21:11,333 "that we're going to use 397 00:21:11,333 --> 00:21:13,633 in order to build this mathematical knowledge." 398 00:21:13,633 --> 00:21:15,100 And here it is. That's right. 399 00:21:15,100 --> 00:21:17,633 Wow, wow. That's right, so this is very foundational. 400 00:21:17,633 --> 00:21:21,400 WILLIAMS: Al-Khwarizmi's work, 401 00:21:21,400 --> 00:21:24,600 along with that of other Islamic mathematicians, 402 00:21:24,600 --> 00:21:26,866 helped spread the Indian numeral system 403 00:21:26,866 --> 00:21:31,100 throughout the Islamic world, and eventually beyond. 404 00:21:31,100 --> 00:21:34,466 The Islamic promotion of the Indian numeral system 405 00:21:34,466 --> 00:21:38,400 was so successful, the numbers would even come to be known 406 00:21:38,400 --> 00:21:43,500 as Arabic numerals, somewhat obscuring their Indian origins. 407 00:21:43,500 --> 00:21:47,266 So what we're looking at here is something that is now 408 00:21:47,266 --> 00:21:48,533 not only used 409 00:21:48,533 --> 00:21:51,033 in the Islamic world and the West, 410 00:21:51,033 --> 00:21:54,066 but really is the most important numeral system 411 00:21:54,066 --> 00:21:55,833 for the entire world. Yeah. 412 00:21:55,833 --> 00:21:58,533 And so I can hardly overemphasize 413 00:21:58,533 --> 00:22:00,966 the significance of this text. 414 00:22:00,966 --> 00:22:05,500 ♪ ♪ 415 00:22:05,500 --> 00:22:08,266 WILLIAMS: In Europe, the Indian-Arabic numeral system, 416 00:22:08,266 --> 00:22:10,933 with its revolutionary zero, 417 00:22:10,933 --> 00:22:14,266 would eventually have a powerful role 418 00:22:14,266 --> 00:22:17,733 in the advancement of science. 419 00:22:17,733 --> 00:22:21,566 But the earliest users were Italian merchants 420 00:22:21,566 --> 00:22:24,033 who saw its immediate advantages 421 00:22:24,033 --> 00:22:27,133 for calculations and business records. 422 00:22:27,133 --> 00:22:32,000 In fact, in 1202, the son of a merchant, 423 00:22:32,000 --> 00:22:36,733 Leonardo of Pisa-- better known today as Fibonacci-- 424 00:22:36,733 --> 00:22:41,566 wrote "Liber abaci," an influential book 425 00:22:41,566 --> 00:22:44,766 about the new numerals advocating for their use. 426 00:22:44,766 --> 00:22:49,066 Ultimately, it would take hundreds of years 427 00:22:49,066 --> 00:22:53,266 for the new numerals to displace both the existing systems 428 00:22:53,266 --> 00:22:55,133 for recording numbers, 429 00:22:55,133 --> 00:23:00,000 such as Roman numerals, and the various devices 430 00:23:00,000 --> 00:23:03,500 and techniques used for calculating. 431 00:23:03,500 --> 00:23:06,333 But by the late 16th century, 432 00:23:06,333 --> 00:23:09,266 in part aided by the advent of the printing press 433 00:23:09,266 --> 00:23:11,466 and growing literacy, 434 00:23:11,466 --> 00:23:14,933 the new system had been widely adopted in Europe. 435 00:23:14,933 --> 00:23:17,966 ♪ ♪ 436 00:23:17,966 --> 00:23:19,366 BHARGAVA: Because of the European Renaissance, 437 00:23:19,366 --> 00:23:22,833 it started becoming impossible to really make those 438 00:23:22,833 --> 00:23:26,233 huge scientific leaps without switching over to zero 439 00:23:26,233 --> 00:23:28,733 and the Indian system of enumeration, 440 00:23:28,733 --> 00:23:30,466 the system that allowed you to really 441 00:23:30,466 --> 00:23:33,000 do computations easily. 442 00:23:33,000 --> 00:23:35,866 And so it started becoming impossible not to use them. 443 00:23:35,866 --> 00:23:39,800 And so by the 17th century, they started becoming in regular use 444 00:23:39,800 --> 00:23:41,433 in Europe and then around the world, 445 00:23:41,433 --> 00:23:44,300 and the rest is history. 446 00:23:44,300 --> 00:23:49,333 ♪ ♪ 447 00:23:54,733 --> 00:23:58,033 Treating zero as a number transformed mathematics, 448 00:23:58,033 --> 00:24:00,766 but it did take some getting used to. 449 00:24:00,766 --> 00:24:05,366 Because, in some ways, zero isn't like any other number. 450 00:24:05,366 --> 00:24:07,400 First of all, it, it has unique properties. 451 00:24:07,400 --> 00:24:10,466 Zero has some properties of number, 452 00:24:10,466 --> 00:24:12,200 but also some properties that make it more 453 00:24:12,200 --> 00:24:13,933 like a concept than a number. 454 00:24:15,433 --> 00:24:18,433 WILLIAMS: In addition, subtraction, and multiplication, 455 00:24:18,433 --> 00:24:20,900 zero behaves differently 456 00:24:20,900 --> 00:24:23,400 than every other number. 457 00:24:23,400 --> 00:24:27,933 But where zero really creates havoc is in division. 458 00:24:27,933 --> 00:24:30,400 You get to division, and all of a sudden, it's the first time 459 00:24:30,400 --> 00:24:32,533 that you're sort of told, like, "Well, that's impossible." 460 00:24:32,533 --> 00:24:37,100 WILLIAMS: You can divide any number by every other number 461 00:24:37,100 --> 00:24:39,000 except zero. 462 00:24:39,000 --> 00:24:42,800 When you divide a number by zero, for example, you blow up. 463 00:24:42,800 --> 00:24:45,433 ANNOUNCER: Three, two, one, zero. 464 00:24:45,433 --> 00:24:49,500 I have no apples, and I share that among six students, 465 00:24:49,500 --> 00:24:52,133 wouldn't everybody get zero apples? 466 00:24:52,133 --> 00:24:54,700 There are no apples to share. 467 00:24:54,700 --> 00:24:57,233 But if I have six apples and they are shared 468 00:24:57,233 --> 00:25:02,166 among zero students, I, the, the concept becomes messy now. 469 00:25:02,166 --> 00:25:04,533 How do we make sense of that? 470 00:25:04,533 --> 00:25:07,166 The problem is, you can't. 471 00:25:07,166 --> 00:25:08,933 Think of it this way: 472 00:25:08,933 --> 00:25:14,400 dividing six by zero is the same thing as asking what number 473 00:25:14,400 --> 00:25:19,066 multiplied by zero will give you six? 474 00:25:19,066 --> 00:25:22,800 Since everything multiplied by zero always equals zero, 475 00:25:22,800 --> 00:25:24,966 there's no solution. 476 00:25:24,966 --> 00:25:27,766 So mathematicians officially consider the answer 477 00:25:27,766 --> 00:25:30,700 as undefined. 478 00:25:30,700 --> 00:25:33,900 Now, you might wonder, is that sort of 479 00:25:33,900 --> 00:25:37,100 hole in the bucket of division a problem? 480 00:25:37,100 --> 00:25:39,400 Does it get you into trouble? 481 00:25:39,400 --> 00:25:44,533 Turns out it certainly does, under the right circumstances. 482 00:25:44,533 --> 00:25:47,766 In fact, a Greek philosopher 483 00:25:47,766 --> 00:25:49,533 who lived thousands of years ago, 484 00:25:49,533 --> 00:25:52,066 before zero even came to be, 485 00:25:52,066 --> 00:25:55,866 invented a paradox that captures the problem. 486 00:25:55,866 --> 00:25:58,700 His name was Zeno of Elea. 487 00:25:58,700 --> 00:26:02,900 And the paradox was about an arrow. 488 00:26:02,900 --> 00:26:06,866 ♪ ♪ 489 00:26:06,866 --> 00:26:10,533 To help me demonstrate Zeno's Paradox, 490 00:26:10,533 --> 00:26:13,666 I've turned to Eric Bennett from Surprise, Arizona. 491 00:26:13,666 --> 00:26:17,700 VF is what we're looking for. 492 00:26:17,700 --> 00:26:20,866 WILLIAMS: He's a physics and engineering teacher at a local high school. 493 00:26:20,866 --> 00:26:22,633 And he's a Paralympian in archery, 494 00:26:22,633 --> 00:26:25,600 four times over. 495 00:26:25,600 --> 00:26:27,666 So Eric, what does it feel like 496 00:26:27,666 --> 00:26:29,133 to have participated in the Paralympics 497 00:26:29,133 --> 00:26:30,966 four times? 498 00:26:30,966 --> 00:26:32,866 Um, it makes me feel old a little bit. 499 00:26:32,866 --> 00:26:34,366 (both laugh) 500 00:26:34,366 --> 00:26:35,800 But, um, it's, it's amazing. 501 00:26:35,800 --> 00:26:38,266 I've been competing at a really high level for 15 years. 502 00:26:38,266 --> 00:26:40,166 Wow, wow. 503 00:26:40,166 --> 00:26:42,433 So how far away is the target here? 504 00:26:42,433 --> 00:26:44,133 The target is the standard Olympic 505 00:26:44,133 --> 00:26:47,133 competition distance of 70, meters, 506 00:26:47,133 --> 00:26:49,233 which is about three-quarters of a football field. 507 00:26:49,233 --> 00:26:50,533 No way! Yes, 508 00:26:50,533 --> 00:26:52,800 actually, it's pretty far. (both laugh) 509 00:26:52,800 --> 00:26:54,900 Okay, all right, I want to see you shoot this. 510 00:26:56,600 --> 00:26:58,100 WILLIAMS: At 15 years old, 511 00:26:58,100 --> 00:27:01,800 Eric lost an arm in an automobile accident. 512 00:27:01,800 --> 00:27:05,900 So he draws the bowstring back with his teeth. 513 00:27:07,533 --> 00:27:08,700 (arrow hits target) 514 00:27:08,700 --> 00:27:11,166 The arrow finds its mark. 515 00:27:11,166 --> 00:27:14,466 (laughs): Wow, that's awesome. 516 00:27:14,466 --> 00:27:17,433 All right, so you're going to show me how to use one of these? 517 00:27:17,433 --> 00:27:18,466 Absolutely, yup. 518 00:27:18,466 --> 00:27:20,733 Okay, from, from 70 meters? 519 00:27:20,733 --> 00:27:22,433 No, and that's okay. I can try! 520 00:27:22,433 --> 00:27:23,933 Are you trying to say I can't hit it 521 00:27:23,933 --> 00:27:25,400 from this distance? No, I just want to make sure 522 00:27:25,400 --> 00:27:27,000 that you're super-successful on your first try. 523 00:27:27,000 --> 00:27:28,700 Okay, I appreciate that-- I appreciate it. Yeah. 524 00:27:30,333 --> 00:27:33,866 WILLIAMS: Eric offers me a try with a beginner's bow 525 00:27:33,866 --> 00:27:37,700 and a target about 20 yards away. 526 00:27:37,700 --> 00:27:40,533 Let it go and it will go right into the bullseye. 527 00:27:40,533 --> 00:27:43,000 (both laugh) 528 00:27:44,633 --> 00:27:47,533 So, I channel my inner Katniss Everdeen 529 00:27:47,533 --> 00:27:49,766 from "The Hunger Games." 530 00:27:49,766 --> 00:27:54,866 ♪ ♪ 531 00:27:54,866 --> 00:27:57,533 And as a statistician, 532 00:27:57,533 --> 00:28:01,500 "May the odds be ever in my favor." 533 00:28:04,433 --> 00:28:05,733 (arrow misses) 534 00:28:05,733 --> 00:28:07,466 Whoa! What, I don't know-- where'd it go? 535 00:28:07,466 --> 00:28:09,133 (laughs) 536 00:28:09,133 --> 00:28:11,700 That is, like, a hundred yards down the road we'll find it. 537 00:28:11,700 --> 00:28:13,000 (laughs) 538 00:28:13,000 --> 00:28:15,633 Got a lot of work to do, Eric, come on. Yeah. 539 00:28:15,633 --> 00:28:18,166 WILLIAMS: Well, I think it's going to be a while 540 00:28:18,166 --> 00:28:20,833 before I'm ready to compete. 541 00:28:20,833 --> 00:28:22,600 I had a lot of power you know? 542 00:28:22,600 --> 00:28:23,833 Yeah! And so, um... 543 00:28:23,833 --> 00:28:27,500 WILLIAMS: But back to Zeno and that paradox. 544 00:28:29,766 --> 00:28:34,000 All of Zeno's original writings have been lost, 545 00:28:34,000 --> 00:28:36,266 but according to a later Greek philosopher, 546 00:28:36,266 --> 00:28:38,266 Zeno suggested 547 00:28:38,266 --> 00:28:42,033 that we consider an arrow in flight 548 00:28:42,033 --> 00:28:44,433 at any instant in time. 549 00:28:44,433 --> 00:28:45,633 And at that instant, 550 00:28:45,633 --> 00:28:49,900 that "now" moment, 551 00:28:49,900 --> 00:28:55,066 the arrow is frozen in space, motionless. 552 00:28:55,066 --> 00:28:58,466 It's neither arriving nor leaving. 553 00:28:58,466 --> 00:29:01,400 And if you consider the entire flight... 554 00:29:03,466 --> 00:29:08,033 ...there's an infinity of those motionless, frozen moments 555 00:29:08,033 --> 00:29:10,200 in time and space. 556 00:29:10,200 --> 00:29:14,100 So, Zeno asked, is the flight of the arrow, 557 00:29:14,100 --> 00:29:18,266 and all motion, really just an illusion? 558 00:29:22,566 --> 00:29:25,366 STEVEN STROGATZ: His radical conclusion is that motion is impossible. 559 00:29:25,366 --> 00:29:29,933 At a given instant, that arrow is someplace. 560 00:29:29,933 --> 00:29:33,600 And then click time forward. 561 00:29:33,600 --> 00:29:37,300 (chuckles): It's at some other place, but at no moment was it moving. 562 00:29:37,300 --> 00:29:40,533 Okay. BENNETT: And when you're ready, let go. 563 00:29:40,533 --> 00:29:42,200 (arrow hits target) 564 00:29:42,200 --> 00:29:44,766 What? Did you hear that? Did you hear that? 565 00:29:46,000 --> 00:29:50,200 WILLIAMS: Well, the motion of an arrow looks real enough for me. 566 00:29:50,200 --> 00:29:52,633 That's right, Katniss-- got nothing on me. 567 00:29:54,100 --> 00:29:55,700 WILLIAMS: But you can see why Zeno's 568 00:29:55,700 --> 00:29:59,700 timeless frozen moments are so problematic. 569 00:29:59,700 --> 00:30:04,700 Our whole notion of speed depends on time. 570 00:30:04,700 --> 00:30:08,000 Here's the formula: 571 00:30:08,000 --> 00:30:10,966 distance traveled divided by length of time 572 00:30:10,966 --> 00:30:13,100 equals speed. 573 00:30:13,100 --> 00:30:19,300 But Zeno's frozen moment has a length of time of zero. 574 00:30:19,300 --> 00:30:22,533 That means trying to divide by zero, 575 00:30:22,533 --> 00:30:24,833 which is against the rules of division. 576 00:30:26,000 --> 00:30:27,433 But at the same time, 577 00:30:27,433 --> 00:30:29,600 we often want to know the speed of something 578 00:30:29,600 --> 00:30:32,033 in motion at a particular instant. 579 00:30:33,333 --> 00:30:37,300 One solution to the problem of instantaneous speed 580 00:30:37,300 --> 00:30:39,133 is a concept called 581 00:30:39,133 --> 00:30:42,166 a limit. 582 00:30:42,166 --> 00:30:44,466 Let's consider a stick figure 583 00:30:44,466 --> 00:30:48,433 who walks half the distance to a wall, 584 00:30:48,433 --> 00:30:53,333 and does that again, and again, and again. 585 00:30:53,333 --> 00:30:56,766 If the stick figure keeps going half the distance to the wall, 586 00:30:56,766 --> 00:31:00,000 they'll get closer and closer, 587 00:31:00,000 --> 00:31:03,333 but the steps will get smaller and smaller, 588 00:31:03,333 --> 00:31:06,000 and they'll never reach the wall. 589 00:31:06,000 --> 00:31:08,766 The wall is an example of a limit. 590 00:31:08,766 --> 00:31:11,600 As the number of steps heads to infinity, 591 00:31:11,600 --> 00:31:15,300 the distance to the wall decreases towards zero, 592 00:31:15,300 --> 00:31:19,433 but the figure will never reach the wall. 593 00:31:19,433 --> 00:31:21,500 You're getting infinitely close to a limit, 594 00:31:21,500 --> 00:31:24,633 as far as you're gonna get, but you never actually get there. 595 00:31:24,633 --> 00:31:26,033 Which, yeah, it's one of those concepts 596 00:31:26,033 --> 00:31:27,433 that bothers a lot of people. 597 00:31:27,433 --> 00:31:29,700 Even mathematicians it bothers, I think. 598 00:31:29,700 --> 00:31:31,400 I can never start with a whole number 599 00:31:31,400 --> 00:31:34,466 and divide it by something to get zero. 600 00:31:34,466 --> 00:31:37,633 There is nothing-- there is no way for me to ever get to zero. 601 00:31:37,633 --> 00:31:39,666 Even if you have an itty-bitty bit 602 00:31:39,666 --> 00:31:43,833 and you divide it in half, you still don't have zero. 603 00:31:45,400 --> 00:31:48,800 WILLIAMS: Harnessing the power of infinity through limits 604 00:31:48,800 --> 00:31:51,300 gives mathematicians a work-around 605 00:31:51,300 --> 00:31:53,633 to the problem of dividing by zero, 606 00:31:53,633 --> 00:31:57,900 and in turn opens the door to a world of solutions 607 00:31:57,900 --> 00:32:01,433 to some extremely difficult problems. 608 00:32:01,433 --> 00:32:06,600 It helped create a new field of mathematics: calculus. 609 00:32:06,600 --> 00:32:09,066 And that's really the big idea at the heart of calculus 610 00:32:09,066 --> 00:32:12,000 as understood in modern terms, this idea of a limit. 611 00:32:12,000 --> 00:32:13,800 That you're supposed to think, 612 00:32:13,800 --> 00:32:18,366 how far did I go over a microsecond? 613 00:32:18,366 --> 00:32:21,100 That gives me an approximation to my instantaneous velocity, 614 00:32:21,100 --> 00:32:23,700 you know, the distance traveled divided by that duration, 615 00:32:23,700 --> 00:32:25,800 but that's not yet an instant. 616 00:32:25,800 --> 00:32:28,333 So rather than a microsecond, I think now a nanosecond-- 617 00:32:28,333 --> 00:32:31,433 a thousand times shorter-- how far did I travel then? 618 00:32:31,433 --> 00:32:33,800 That gives me a better approximation. 619 00:32:33,800 --> 00:32:36,266 And then this limit, as the duration of time goes to zero, 620 00:32:36,266 --> 00:32:38,066 you often find 621 00:32:38,066 --> 00:32:41,633 you'll get a well-defined limiting answer for the, 622 00:32:41,633 --> 00:32:43,700 for the speed, and that limit is what's called 623 00:32:43,700 --> 00:32:45,400 the instantaneous velocity. 624 00:32:47,600 --> 00:32:50,000 WILLIAMS: It sounds like a clever trick, 625 00:32:50,000 --> 00:32:52,433 but does it get the job done? 626 00:32:52,433 --> 00:32:55,533 To find out, I travel to New York City 627 00:32:55,533 --> 00:33:00,466 to the National Museum of Mathematics, MoMath. 628 00:33:00,466 --> 00:33:02,200 STROGATZ: May I? WILLIAMS: Please, thank you. 629 00:33:02,200 --> 00:33:03,833 STROGATZ: Take your pick. 630 00:33:03,833 --> 00:33:06,766 WILLIAMS: Here, Cornell University mathematician 631 00:33:06,766 --> 00:33:09,366 Steve Strogatz is enjoying a year 632 00:33:09,366 --> 00:33:11,700 as a distinguished visiting professor. 633 00:33:11,700 --> 00:33:14,133 13 points, thank you very much! (laughs) 634 00:33:14,133 --> 00:33:15,966 WILLIAMS: He shows me around. 635 00:33:15,966 --> 00:33:17,533 Ooh. 636 00:33:17,533 --> 00:33:19,600 WILLIAMS: But I'm here for a specific reason. 637 00:33:19,600 --> 00:33:21,566 Steve is going to demonstrate 638 00:33:21,566 --> 00:33:25,233 the problem-solving power of limits and infinity, 639 00:33:25,233 --> 00:33:26,933 though, as it turns out... 640 00:33:26,933 --> 00:33:28,233 Whoa! 641 00:33:28,233 --> 00:33:30,233 WILLIAMS: ...we're missing the key component. 642 00:33:30,233 --> 00:33:31,266 (squeals, laughs) 643 00:33:31,266 --> 00:33:33,666 (crew exclaiming) 644 00:33:33,666 --> 00:33:36,333 If you want to understand what infinity can do, 645 00:33:36,333 --> 00:33:38,900 we're gonna need pizza. 646 00:33:38,900 --> 00:33:40,300 Pizza? 647 00:33:40,300 --> 00:33:41,800 WILLIAMS: Yes! 648 00:33:41,800 --> 00:33:44,033 There's a science to making pizza. 649 00:33:44,033 --> 00:33:45,133 WILLIAMS: We don't typically associate 650 00:33:45,133 --> 00:33:47,800 pizza with infinity. 651 00:33:47,800 --> 00:33:48,900 Ay-yi-yi! 652 00:33:48,900 --> 00:33:51,033 WILLIAMS: So how can New York City's 653 00:33:51,033 --> 00:33:52,300 most famous food... 654 00:33:52,300 --> 00:33:53,433 (Strogatz chortles) 655 00:33:53,433 --> 00:33:54,833 WILLIAMS: ...help solve one of 656 00:33:54,833 --> 00:33:57,500 the most elusive mysteries of early mathematics? 657 00:33:59,300 --> 00:34:00,933 (both laugh) 658 00:34:05,033 --> 00:34:06,833 WILLIAMS: So Steve, 659 00:34:06,833 --> 00:34:10,400 how is this pizza going to help us understand infinity? 660 00:34:10,400 --> 00:34:12,366 Huh, I would say it the other way. 661 00:34:12,366 --> 00:34:15,733 Infinity and the pizza are gonna help us understand 662 00:34:15,733 --> 00:34:18,233 one of the oldest problems in math. 663 00:34:18,233 --> 00:34:20,300 Mm-hmm? What's the area of a circle? 664 00:34:20,300 --> 00:34:22,300 Which is not intuitive. No! 665 00:34:22,300 --> 00:34:23,766 You know, what's hard about it, 666 00:34:23,766 --> 00:34:25,900 you might think a circle is a beautiful, simple shape. 667 00:34:25,900 --> 00:34:28,066 But actually, it's got this nasty property 668 00:34:28,066 --> 00:34:30,566 that it doesn't have any straight lines in it. Right. 669 00:34:30,566 --> 00:34:32,900 Ancient civilizations didn't know how to find 670 00:34:32,900 --> 00:34:36,833 the area of a shape like that. 671 00:34:37,833 --> 00:34:42,900 WILLIAMS: How to find the exact area of a circle isn't obvious. 672 00:34:42,900 --> 00:34:44,900 For a square or rectangle, 673 00:34:44,900 --> 00:34:48,066 you just multiply the sides. 674 00:34:48,066 --> 00:34:50,700 But what do you do with a circle? 675 00:34:50,700 --> 00:34:52,200 So what did they do? 676 00:34:52,200 --> 00:34:55,066 Well, they came up with an argument that you can convert 677 00:34:55,066 --> 00:34:58,300 a round shape into a rectangle if you use infinity. 678 00:34:58,300 --> 00:35:00,666 So we're basically gonna kind of deconstruct this pizza, 679 00:35:00,666 --> 00:35:02,100 make it into a rectangle... Beautiful. 680 00:35:02,100 --> 00:35:03,766 And then we're gonna know the area. That's it. 681 00:35:03,766 --> 00:35:06,400 So I'm gonna start with four pieces. Okay. 682 00:35:06,400 --> 00:35:10,966 STROGATZ: To do that, I'm gonna go one point up and one point down. 683 00:35:10,966 --> 00:35:12,400 WILLIAMS: Mm-hmm. 684 00:35:12,400 --> 00:35:16,066 And then one point up and one point down, and... 685 00:35:16,066 --> 00:35:17,566 Yeah, like that. 686 00:35:17,566 --> 00:35:19,100 Uh, how'd you do in geometry? 687 00:35:19,100 --> 00:35:22,200 STROGATZ (laughs): You don't think that looks like a rectangle? 688 00:35:22,200 --> 00:35:23,700 That is not close to a rectangle. 689 00:35:23,700 --> 00:35:24,900 No, no. No, it's not, it's not. 690 00:35:24,900 --> 00:35:27,033 But come on, I'm only using four pieces. 691 00:35:27,033 --> 00:35:29,466 If I use more, I can get closer. Okay, all right. 692 00:35:29,466 --> 00:35:31,700 So we gotta cut these babies in half. Let's cut 'em. 693 00:35:34,200 --> 00:35:36,333 Let's rearrange them, same trick. 694 00:35:36,333 --> 00:35:38,566 Alternating point up and point down. 695 00:35:40,466 --> 00:35:42,333 One up and one down. 696 00:35:43,633 --> 00:35:45,633 And one up and one down. 697 00:35:45,633 --> 00:35:47,066 Now we are ready! 698 00:35:47,066 --> 00:35:49,633 That is looking a lot better! Aw! 699 00:35:49,633 --> 00:35:51,233 What do you think, is that a rectangle? 700 00:35:51,233 --> 00:35:54,066 Um, it's, it's not quite a rectangle, 701 00:35:54,066 --> 00:35:55,466 but it's getting closer. It is, right? 702 00:35:55,466 --> 00:35:57,100 Yeah! 703 00:35:57,100 --> 00:35:59,833 WILLIAMS: In both the four-piece and eight-piece versions, 704 00:35:59,833 --> 00:36:04,633 half the crust sits at the top and half at the bottom. 705 00:36:04,633 --> 00:36:08,500 But with eight pieces, the edge becomes less scalloped, 706 00:36:08,500 --> 00:36:10,700 closer to a straight line. 707 00:36:10,700 --> 00:36:12,500 So we need to go at least a step further. 708 00:36:12,500 --> 00:36:14,133 STROGATZ: Let's go more-- we gotta do 16. 709 00:36:16,700 --> 00:36:18,866 So we have to just change 710 00:36:18,866 --> 00:36:20,600 every other one-- am I going to mess this up? 711 00:36:20,600 --> 00:36:22,266 I mean, that's... Wow. 712 00:36:22,266 --> 00:36:23,866 That's a parallelogram 713 00:36:23,866 --> 00:36:26,700 that's aspiring to be a rectangle. (laughs) 714 00:36:26,700 --> 00:36:27,700 That's got aspirations! Yeah, it's got high hopes. 715 00:36:27,700 --> 00:36:29,700 It's got high hopes, I tell you. 716 00:36:29,700 --> 00:36:33,333 WILLIAMS: From four slices, 717 00:36:33,333 --> 00:36:37,366 to eight slices, 718 00:36:37,366 --> 00:36:40,300 to 16 slices, 719 00:36:40,300 --> 00:36:42,766 and even 32 slices, 720 00:36:42,766 --> 00:36:46,233 there's a clear progression towards a rectangle. 721 00:36:46,233 --> 00:36:50,566 With one piece out of 32 cut in half to create vertical sides, 722 00:36:50,566 --> 00:36:53,466 the rectangle is almost complete, 723 00:36:53,466 --> 00:36:56,633 except for the wavy top and bottom. 724 00:36:56,633 --> 00:36:59,833 But as the number of slices increases, 725 00:36:59,833 --> 00:37:03,966 the straighter and straighter those edges would become. 726 00:37:03,966 --> 00:37:06,933 And the argument here is that if we could keep doing this 727 00:37:06,933 --> 00:37:08,566 all the way out to infinity... Mm-hmm. 728 00:37:08,566 --> 00:37:10,800 ...so that this would be infinitely many slices, 729 00:37:10,800 --> 00:37:12,400 infinitesimally thin, 730 00:37:12,400 --> 00:37:14,633 this really would become a rectangle. Yeah. 731 00:37:14,633 --> 00:37:17,133 STROGATZ: And we can read off the area. 732 00:37:17,133 --> 00:37:18,600 WILLIAMS: That's right. STROGATZ: It's this radius, 733 00:37:18,600 --> 00:37:21,266 that's the distance from the center out to the crust... 734 00:37:21,266 --> 00:37:24,100 WILLIAMS: Mm-hmm... STROGATZ: ...times half the circumference, 735 00:37:24,100 --> 00:37:26,800 which is half the crust, half the curvy stuff. 736 00:37:26,800 --> 00:37:28,666 And that's a famous formula. 737 00:37:28,666 --> 00:37:30,400 Half the crust times the radius. Yeah! 738 00:37:30,400 --> 00:37:31,633 (One-half C)R. 739 00:37:31,633 --> 00:37:33,233 That's what the C is for? 740 00:37:33,233 --> 00:37:35,666 Usually, C for circumference, but you could see it's crust. 741 00:37:35,666 --> 00:37:38,600 So, at the limit, once we got all the way out there, 742 00:37:38,600 --> 00:37:40,000 it's going to look like a rectangle. 743 00:37:40,000 --> 00:37:40,966 It would be a rectangle, 744 00:37:40,966 --> 00:37:42,233 and that is actually 745 00:37:42,233 --> 00:37:44,333 the first calculus argument in history... 746 00:37:44,333 --> 00:37:46,166 Yeah? ...like, 250 B.C., 747 00:37:46,166 --> 00:37:48,033 to find the area of a circle. 748 00:37:48,033 --> 00:37:49,833 Who knew you could learn so much from pizza? 749 00:37:49,833 --> 00:37:51,133 (laughs) 750 00:37:51,133 --> 00:37:53,133 Infinity is your friend in math. 751 00:37:53,133 --> 00:37:56,033 And that's the great insight of calculus, that you can, 752 00:37:56,033 --> 00:37:58,633 you can rebuild the world out of much simpler objects, 753 00:37:58,633 --> 00:38:01,966 as long as you're willing to use infinitely many of them. 754 00:38:01,966 --> 00:38:07,000 ♪ ♪ 755 00:38:08,333 --> 00:38:11,133 WILLIAMS: By embracing infinity through calculus, 756 00:38:11,133 --> 00:38:17,166 mathematicians created one of their most powerful tools. 757 00:38:19,466 --> 00:38:22,466 For this professor of applied mathematics, 758 00:38:22,466 --> 00:38:24,833 it is part of how he sees the world. 759 00:38:27,733 --> 00:38:29,533 STROGATZ: Do you remember that movie "The Sixth Sense," 760 00:38:29,533 --> 00:38:30,633 where the kid says... 761 00:38:30,633 --> 00:38:33,233 I want to tell you my secret now. 762 00:38:33,233 --> 00:38:34,466 Okay. 763 00:38:34,466 --> 00:38:37,066 STROGATZ: ..."I see dead people"? 764 00:38:38,700 --> 00:38:41,966 That's sort of what I feel like, except I see math. 765 00:38:46,633 --> 00:38:50,766 When I go out and see the New York skyline, 766 00:38:50,766 --> 00:38:54,633 I see all the rectangles and pyramids in the skyscrapers. 767 00:38:57,166 --> 00:38:59,833 I see the patterns of geometry, 768 00:38:59,833 --> 00:39:03,366 I see hidden algebraic relationships. 769 00:39:03,366 --> 00:39:07,566 There's traffic flow, and the cars look like corpuscles, 770 00:39:07,566 --> 00:39:09,666 which makes me think about blood flow in arteries, 771 00:39:09,666 --> 00:39:13,666 laws of fluid dynamics and aerodynamics. 772 00:39:17,066 --> 00:39:19,333 Patterns of cylinders, and the 773 00:39:19,333 --> 00:39:22,300 rings on the cylinders are spaced unevenly 774 00:39:22,300 --> 00:39:25,566 because of the way hydrostatic pressure works. 775 00:39:27,400 --> 00:39:29,033 There's so much math in the real world, 776 00:39:29,033 --> 00:39:31,000 and it's all one big principle. 777 00:39:31,000 --> 00:39:32,900 ♪ ♪ 778 00:39:32,900 --> 00:39:35,000 The whole world runs on calculus, 779 00:39:35,000 --> 00:39:37,766 and math is everywhere-- I just can't help but notice it. 780 00:39:41,800 --> 00:39:43,666 I see math. 781 00:39:43,666 --> 00:39:45,366 Actually, I see dead people, too. 782 00:39:45,366 --> 00:39:48,833 (laughs) 783 00:39:50,300 --> 00:39:53,600 WILLIAMS: Calculus is applied everywhere. 784 00:39:53,600 --> 00:39:55,966 And if you're looking for how infinity 785 00:39:55,966 --> 00:39:58,300 comes into play in the modern world, 786 00:39:58,300 --> 00:40:01,700 you need search no further. 787 00:40:01,700 --> 00:40:04,166 But even with the advent of calculus, 788 00:40:04,166 --> 00:40:09,333 infinity itself in mathematics remained poorly understood. 789 00:40:09,333 --> 00:40:12,233 It was only in the late 19th century 790 00:40:12,233 --> 00:40:14,900 that new mind-bending ideas 791 00:40:14,900 --> 00:40:19,466 helped tame that strange beast infinity. 792 00:40:19,466 --> 00:40:21,800 ♪ ♪ 793 00:40:21,800 --> 00:40:27,500 When I asked my friend, author and mathematician Eugenia Cheng, 794 00:40:27,500 --> 00:40:30,200 to discuss her thoughts on infinity, 795 00:40:30,200 --> 00:40:34,500 she suggested that we visit the imaginary Hilbert's Hotel, 796 00:40:34,500 --> 00:40:37,766 a thought experiment first proposed 797 00:40:37,766 --> 00:40:40,833 by mathematician David Hilbert in the 1920s... 798 00:40:40,833 --> 00:40:42,700 ♪ ♪ 799 00:40:42,700 --> 00:40:47,866 ...to demonstrate some of the odd properties of infinity. 800 00:40:47,866 --> 00:40:51,566 And this hotel is definitely an odd property. 801 00:40:51,566 --> 00:40:55,133 ♪ ♪ 802 00:40:55,133 --> 00:40:57,166 Well, the Hilbert Hotel is a pretty amazing hotel. 803 00:40:57,166 --> 00:41:00,400 CHENG: It has an infinite number of rooms. 804 00:41:00,400 --> 00:41:02,000 Wouldn't that be great? 805 00:41:02,000 --> 00:41:04,200 You might think that you could always fit more people in. 806 00:41:04,200 --> 00:41:06,666 But what if an infinite number of people showed up? 807 00:41:06,666 --> 00:41:09,366 WILLIAMS: Mm. CHENG: And then the hotel would be full. 808 00:41:09,366 --> 00:41:10,800 Oh, dear! 809 00:41:10,800 --> 00:41:12,066 Then, if another person came along, 810 00:41:12,066 --> 00:41:13,600 what would you do? 811 00:41:13,600 --> 00:41:15,233 Well, if you weren't very astute, 812 00:41:15,233 --> 00:41:16,866 then you might just say, "Sorry, we're full." 813 00:41:18,066 --> 00:41:20,266 WILLIAMS: That's one solution. 814 00:41:20,266 --> 00:41:21,900 Or you might think, 815 00:41:21,900 --> 00:41:25,966 given there are an infinite number of rooms, 816 00:41:25,966 --> 00:41:28,333 you can just assign the late guest 817 00:41:28,333 --> 00:41:30,866 the room that comes after the one given 818 00:41:30,866 --> 00:41:32,733 to the last guest that checked in, 819 00:41:32,733 --> 00:41:35,466 you know, just farther down the hall. 820 00:41:35,466 --> 00:41:37,466 Just put this person at the end of the line. 821 00:41:37,466 --> 00:41:38,533 Why can't we do that? 822 00:41:38,533 --> 00:41:40,766 Where is the end of the line? 823 00:41:40,766 --> 00:41:43,366 Sounds like a philosophical question, but the thing is, 824 00:41:43,366 --> 00:41:45,166 you can't just tell them to go to the end. 825 00:41:45,166 --> 00:41:46,166 You have to give them a room number. 826 00:41:46,166 --> 00:41:47,400 And all the rooms are full. 827 00:41:48,833 --> 00:41:52,500 WILLIAMS: Hm, seems unsolvable. 828 00:41:52,500 --> 00:41:55,933 But luckily, any manager of a hotel 829 00:41:55,933 --> 00:41:58,533 with an infinite number of rooms, 830 00:41:58,533 --> 00:42:01,600 and an infinite number of guests, 831 00:42:01,600 --> 00:42:05,700 has to have an infinite number of tricks up their sleeve. 832 00:42:05,700 --> 00:42:10,666 CHENG: Okay, how about the person in room one moves into room two, 833 00:42:10,666 --> 00:42:13,466 and the person in room two moves into room three, 834 00:42:13,466 --> 00:42:17,566 and the person in room three moves into room four, and so on? 835 00:42:18,666 --> 00:42:21,133 Everybody has another room they can move into, 836 00:42:21,133 --> 00:42:23,566 because everyone just adds one to their room number. 837 00:42:23,566 --> 00:42:25,433 And that will leave room one empty. 838 00:42:25,433 --> 00:42:26,866 WILLIAMS: So, a new person comes. CHENG: Mm-hmm. 839 00:42:26,866 --> 00:42:28,266 Welcome-- you know what? 840 00:42:28,266 --> 00:42:30,333 We're just going to have everybody scoot over for you. 841 00:42:30,333 --> 00:42:32,366 Just scoot, goes in room one. Mm-hmm. 842 00:42:32,366 --> 00:42:34,500 And then what if two people showed up? 843 00:42:34,500 --> 00:42:35,533 Mm. That's fine. 844 00:42:35,533 --> 00:42:37,833 Everyone moves up two rooms. 845 00:42:39,700 --> 00:42:41,500 What if five people show up? That's fine. 846 00:42:43,100 --> 00:42:45,633 WILLIAMS: But what if an infinite number showed up? 847 00:42:45,633 --> 00:42:47,266 (bell ringing) 848 00:42:47,266 --> 00:42:49,533 Say, because of a fire 849 00:42:49,533 --> 00:42:53,766 at a second, nearby, completely full Hilbert's Hotel? 850 00:42:56,233 --> 00:43:00,266 Is there room for a second infinity of guests? 851 00:43:02,733 --> 00:43:05,566 You've now got an infinite number of people. 852 00:43:05,566 --> 00:43:07,266 You can't just get everyone to move up 853 00:43:07,266 --> 00:43:09,500 an infinite number of rooms, because where would they go? 854 00:43:09,500 --> 00:43:12,566 WILLIAMS: There is a solution: 855 00:43:12,566 --> 00:43:15,633 the manager asks each person checked into a room 856 00:43:15,633 --> 00:43:19,966 to multiply their room number by two, and move there. 857 00:43:19,966 --> 00:43:22,866 So one goes to two, two goes to four, 858 00:43:22,866 --> 00:43:27,466 three goes to six, and so on. 859 00:43:27,466 --> 00:43:29,466 Which means they will all move into an even-numbered room, 860 00:43:29,466 --> 00:43:31,733 and that will leave all the odd-numbered rooms, 861 00:43:31,733 --> 00:43:33,533 and that's an infinite number of rooms. 862 00:43:33,533 --> 00:43:35,633 And so all the new infinite 863 00:43:35,633 --> 00:43:37,766 number of people can move into the odd-numbered rooms. 864 00:43:39,833 --> 00:43:41,433 WILLIAMS: So then it feels like we've got 865 00:43:41,433 --> 00:43:43,033 twice the number of rooms, 866 00:43:43,033 --> 00:43:44,100 although we're still at infinity. 867 00:43:44,100 --> 00:43:45,700 Mm-hmm! 868 00:43:45,700 --> 00:43:50,500 WILLIAMS: In fact, the hotel can accommodate all the guests 869 00:43:50,500 --> 00:43:54,033 from an infinite number of infinite hotels. 870 00:43:54,033 --> 00:43:58,533 But you'll have to stop in to learn how. 871 00:43:58,533 --> 00:44:02,966 I guess here at Hilbert's Hotel, there's always room 872 00:44:02,966 --> 00:44:05,566 for one more! 873 00:44:06,566 --> 00:44:08,933 While Hilbert's Hotel is named 874 00:44:08,933 --> 00:44:10,900 for the person who conceived of it, 875 00:44:10,900 --> 00:44:15,333 the ideas it plays with came from Georg Cantor, 876 00:44:15,333 --> 00:44:19,766 a German mathematician who, in the late 19th century, 877 00:44:19,766 --> 00:44:24,800 introduced a radically new understanding of infinity. 878 00:44:24,800 --> 00:44:26,566 He built that understanding 879 00:44:26,566 --> 00:44:29,766 based on another area of mathematics he created: 880 00:44:29,766 --> 00:44:31,733 set theory. 881 00:44:31,733 --> 00:44:35,166 A set is a well-defined collection of things, 882 00:44:35,166 --> 00:44:38,466 like all the bright red shoes you own, 883 00:44:38,466 --> 00:44:40,566 or all the possible outcomes 884 00:44:40,566 --> 00:44:44,166 from rolling a typical six-sided die. 885 00:44:44,166 --> 00:44:48,533 Cantor used sets as a way of comparing quantity. 886 00:44:48,533 --> 00:44:51,333 If you can match up the die roll possibilities 887 00:44:51,333 --> 00:44:54,300 in a one-to-one correspondence with your shoes, 888 00:44:54,300 --> 00:44:56,633 with none left over in either set, 889 00:44:56,633 --> 00:44:59,600 then you know they have the same quantity. 890 00:44:59,600 --> 00:45:02,400 All of this may seem elementary, 891 00:45:02,400 --> 00:45:04,366 like counting with your fingers, 892 00:45:04,366 --> 00:45:06,366 but they are ideas 893 00:45:06,366 --> 00:45:10,433 that will carry you to some strange places. 894 00:45:10,433 --> 00:45:12,233 Counting in pure math is very profound, 895 00:45:12,233 --> 00:45:13,700 and it doesn't just mean 896 00:45:13,700 --> 00:45:15,966 that, list everything and label them one, two, three. 897 00:45:15,966 --> 00:45:18,433 It often means, find some 898 00:45:18,433 --> 00:45:20,900 perfect correspondence... Mm-hmm. 899 00:45:20,900 --> 00:45:22,066 ...in the ideas 900 00:45:22,066 --> 00:45:24,300 so that you don't have to list them all, 901 00:45:24,300 --> 00:45:27,966 but you can know that they match up perfectly 902 00:45:27,966 --> 00:45:30,433 without listing them all, and so, there are some 903 00:45:30,433 --> 00:45:32,933 really counterintuitive things we can do. 904 00:45:32,933 --> 00:45:37,866 WILLIAMS: Consider this: which infinity is bigger, 905 00:45:37,866 --> 00:45:40,400 the set of counting numbers-- 906 00:45:40,400 --> 00:45:42,866 one, two, three, four, et cetera-- 907 00:45:42,866 --> 00:45:46,266 or the set of just the even numbers-- 908 00:45:46,266 --> 00:45:49,633 two, four, six, and so on? 909 00:45:49,633 --> 00:45:51,766 And intuitively we might go, "Well, that's half of them." 910 00:45:51,766 --> 00:45:54,233 That's half, right, yeah. Right? 911 00:45:54,233 --> 00:45:56,500 But we could still perfectly match them up 912 00:45:56,500 --> 00:45:59,933 with all the numbers, because all we have to do is 913 00:45:59,933 --> 00:46:04,066 multiply each of the ordinary numbers by two. 914 00:46:04,066 --> 00:46:07,866 And that will make a perfect correspondence. 915 00:46:07,866 --> 00:46:10,066 WILLIAMS: So, the set of counting numbers 916 00:46:10,066 --> 00:46:13,466 and the set of even numbers are both infinite 917 00:46:13,466 --> 00:46:17,600 and both the same size. 918 00:46:17,600 --> 00:46:20,000 Cantor called these kinds of infinities, 919 00:46:20,000 --> 00:46:23,566 with a one-to-one correspondence to the counting numbers, 920 00:46:23,566 --> 00:46:26,100 countable. 921 00:46:26,100 --> 00:46:28,966 And he investigated other kinds of infinities, 922 00:46:28,966 --> 00:46:32,433 like that of the prime numbers, 923 00:46:32,433 --> 00:46:34,000 whole numbers greater than one 924 00:46:34,000 --> 00:46:38,666 that can only be evenly divided by themselves or one. 925 00:46:38,666 --> 00:46:40,966 Cantor found the infinity of the prime numbers 926 00:46:40,966 --> 00:46:44,800 was also countable. 927 00:46:44,800 --> 00:46:48,100 And even the infinity of the rational numbers-- 928 00:46:48,100 --> 00:46:51,000 all the negative and all the positive integers, 929 00:46:51,000 --> 00:46:54,333 plus all the fractions that can be made up from them-- 930 00:46:54,333 --> 00:46:57,200 even that infinity was countable 931 00:46:57,200 --> 00:47:00,733 and the same size as the others. 932 00:47:04,833 --> 00:47:10,233 ♪ ♪ 933 00:47:13,000 --> 00:47:15,466 But now for the ultimate challenge. 934 00:47:18,466 --> 00:47:21,966 If you take all the rational numbers 935 00:47:21,966 --> 00:47:24,966 and add in the irrational numbers, 936 00:47:24,966 --> 00:47:29,400 like pi or the square root of 2-- 937 00:47:29,400 --> 00:47:33,166 numbers you can't represent as fractions using integers. 938 00:47:34,166 --> 00:47:36,366 You know, the ones that have decimals 939 00:47:36,366 --> 00:47:39,466 that go on forever without repeating. 940 00:47:39,466 --> 00:47:44,966 Then you have the real numbers, the complete number line. 941 00:47:46,533 --> 00:47:51,566 Every possible number in decimal notation. 942 00:47:51,566 --> 00:47:54,933 So is the infinity of the real numbers, 943 00:47:54,933 --> 00:47:59,000 just like the others, countable? 944 00:47:59,000 --> 00:48:00,800 Well, since the other sets of numbers are, 945 00:48:00,800 --> 00:48:03,133 this one has to be, too, right? 946 00:48:04,466 --> 00:48:07,766 In Cantor's work, for an infinity to be countable, 947 00:48:07,766 --> 00:48:10,600 it has to have a one-to-one correspondence 948 00:48:10,600 --> 00:48:12,566 with the counting numbers, 949 00:48:12,566 --> 00:48:16,433 like we saw with the infinity of the even numbers. 950 00:48:16,433 --> 00:48:19,133 So to do that, you need to be able 951 00:48:19,133 --> 00:48:22,966 to list the infinity's members-- not literally. 952 00:48:22,966 --> 00:48:24,400 It's infinite and would take forever. 953 00:48:24,400 --> 00:48:28,700 But just the way the list of all the counting numbers 954 00:48:28,700 --> 00:48:32,800 marches off toward infinity, adding one with each step, 955 00:48:32,800 --> 00:48:35,433 is there a way to list all the real numbers 956 00:48:35,433 --> 00:48:37,633 to prove that they're countable? 957 00:48:37,633 --> 00:48:41,933 Cantor demonstrated the answer is no 958 00:48:41,933 --> 00:48:45,433 with an ingenious argument. 959 00:48:45,433 --> 00:48:48,500 Imagine you presented Cantor with what you think 960 00:48:48,500 --> 00:48:52,433 is complete list of all the real numbers. 961 00:48:52,433 --> 00:48:55,100 To keep it simple, we will only do the ones 962 00:48:55,100 --> 00:48:56,966 between zero and one. 963 00:48:56,966 --> 00:49:00,800 And for consistency, a number that terminates exactly, 964 00:49:00,800 --> 00:49:04,800 like .5, will receive an endless series of zeroes 965 00:49:04,800 --> 00:49:08,133 after the last digit. 966 00:49:08,133 --> 00:49:11,466 The list, of course, goes down the page infinitely, 967 00:49:11,466 --> 00:49:13,833 and off the page to the right, 968 00:49:13,833 --> 00:49:16,300 because the numbers are infinitely long. 969 00:49:16,300 --> 00:49:17,933 Cantor looks at your list, 970 00:49:17,933 --> 00:49:20,833 and starts to construct a new number. 971 00:49:20,833 --> 00:49:24,233 He takes the first digit of the number in the first row, 972 00:49:24,233 --> 00:49:25,966 and adds one to it. 973 00:49:25,966 --> 00:49:29,133 If it's a nine, it becomes a zero. 974 00:49:29,133 --> 00:49:31,833 Now he knows his new number won't match 975 00:49:31,833 --> 00:49:34,233 the one in the first row. 976 00:49:34,233 --> 00:49:38,133 Next, he takes the second digit of the second row's number, 977 00:49:38,133 --> 00:49:40,366 and does the same. 978 00:49:40,366 --> 00:49:42,066 Now he knows his new number 979 00:49:42,066 --> 00:49:46,566 won't match the one in the second row. 980 00:49:46,566 --> 00:49:51,166 And he does the same thing with the third row's number. 981 00:49:51,166 --> 00:49:54,733 He continues down the list, moving diagonally, 982 00:49:54,733 --> 00:49:56,933 building the new number, 983 00:49:56,933 --> 00:49:59,833 making sure that in at least one position, 984 00:49:59,833 --> 00:50:02,566 a digit will be different when compared 985 00:50:02,566 --> 00:50:05,466 to any other number on the list. 986 00:50:05,466 --> 00:50:09,166 This famous diagonal proof shows that any attempt 987 00:50:09,166 --> 00:50:14,300 to list all the real numbers will always be incomplete. 988 00:50:14,300 --> 00:50:17,533 And if you can't create a complete list 989 00:50:17,533 --> 00:50:21,566 of the real numbers, they can't be counted. 990 00:50:22,866 --> 00:50:28,033 Cantor called the infinity of the real numbers uncountable, 991 00:50:28,033 --> 00:50:32,833 a bigger-size infinity than all those countable infinities. 992 00:50:33,833 --> 00:50:36,566 Well, the idea of infinity had been around for a long time, 993 00:50:36,566 --> 00:50:38,300 but the idea 994 00:50:38,300 --> 00:50:41,200 that some infinities could bigger than others, 995 00:50:41,200 --> 00:50:43,366 that's what Cantor's diagonalization argument 996 00:50:43,366 --> 00:50:46,533 demonstrated, and his argument is so simple. 997 00:50:46,533 --> 00:50:47,933 It's one, again, one of those simple ideas 998 00:50:47,933 --> 00:50:50,733 that is just so profound. 999 00:50:50,733 --> 00:50:52,333 It's one of the most ingenious, 1000 00:50:52,333 --> 00:50:56,400 innovative ideas ever inserted into the study of numbers. 1001 00:50:56,400 --> 00:50:58,600 And our understanding of infinity is forever changed 1002 00:50:58,600 --> 00:51:01,300 because of Cantor's incredible work. 1003 00:51:04,366 --> 00:51:08,133 WILLIAMS: For humankind, the journey from zero to infinity 1004 00:51:08,133 --> 00:51:10,500 has been extraordinary. 1005 00:51:10,500 --> 00:51:12,900 Zero, introduced thousands of years 1006 00:51:12,900 --> 00:51:14,766 after the birth of mathematics, 1007 00:51:14,766 --> 00:51:16,500 revolutionized it, 1008 00:51:16,500 --> 00:51:19,866 enabling a new means of calculation 1009 00:51:19,866 --> 00:51:23,200 that helped the advancement of science. 1010 00:51:23,200 --> 00:51:27,433 Harnessing the power of zero and infinity 1011 00:51:27,433 --> 00:51:28,733 together through calculus 1012 00:51:28,733 --> 00:51:32,000 made many of the technological breakthroughs 1013 00:51:32,000 --> 00:51:34,600 that we take for granted possible. 1014 00:51:34,600 --> 00:51:37,500 And Cantor's work on infinity? 1015 00:51:37,500 --> 00:51:42,266 He unveiled a new strange vision of it for all to see. 1016 00:51:42,266 --> 00:51:45,766 His ideas and methods laid a foundation 1017 00:51:45,766 --> 00:51:47,366 for the development of mathematics 1018 00:51:47,366 --> 00:51:50,033 in the 20th and the 21st centuries. 1019 00:51:50,033 --> 00:51:52,233 But for me personally, 1020 00:51:52,233 --> 00:51:55,800 I think his imagination helps us appreciate 1021 00:51:55,800 --> 00:51:59,800 that we live in a universe of infinite possibilities. 1022 00:51:59,800 --> 00:52:03,100 No doubt new wonders still await us 1023 00:52:03,100 --> 00:52:06,833 on the road from zero to infinity. 1024 00:52:32,800 --> 00:52:40,333 ♪ ♪ 1025 00:52:47,566 --> 00:52:52,433 ANNOUNCER: To order this program on DVD, visit ShopPBS. 1026 00:52:52,433 --> 00:52:55,166 Or call 1-800-PLAY-PBS. 1027 00:52:55,166 --> 00:52:58,033 Episodes of "NOVA" are available with Passport. 1028 00:52:58,033 --> 00:53:01,833 "NOVA" is also available on Amazon Prime Video. 1029 00:53:01,833 --> 00:53:07,033 ♪ ♪ 1030 00:53:15,833 --> 00:53:23,000 ♪ ♪ 80395

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