Transcript
gMlf1ELvRzc • The Discovery That Transformed Pi
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Kind: captions Language: en this video is about the ridiculous way we used to calculate pi for 2 000 years the most successful method was painstakingly slow and tedious but then isaac newton came along and changed the game you could say he speed ran pie and i'm going to show you how he did it but first pie with pizzas cut the crust off a pizza and lay it across identical pizzas and you'll find that it goes across three and a bit pizzas this is pi the circumference of a circle is roughly 3.14 times its diameter but pi is also related to a circle's area area is just pi r squared but why is it pi r squared well cut a pizza into really thin slices and then form these slices into a rectangle now the area of this rectangle is just length times width the length of the rectangle is half the circumference because there's half the crust on one side and half on the other so the length is pi r and then the width is just the length of a piece of pizza which is the radius of the original circle so area is pi r times r area is pi r squared so the area of a unit circle then is just pi keep that in mind because it'll come in handy later so what was the ridiculous way we used to calculate pi well it's sort of the most obvious way it's easy to show that pi must be between three and four take a circle and draw a hexagon inside it with sides of length one a regular hexagon can be divided into six equilateral triangles so the diameter of the circle is two now the perimeter of the hexagon is six and the circumference of the circle must be larger than this so pi must be greater than six over two so pi is greater than three now draw a square around the circle the perimeter of the square is eight which is bigger than the circle's circumference so pi must be less than eight over two so pi is less than four this was actually known for thousands of years and then in 250 bc archimedes improved on the method so first he starts with the hexagon just like you did and then he bisects the hexagon to uh dodecagon so that's a 12-sided regular 12-sided shape and he calculates its perimeter the ratio of that perimeter to the diameter will be less than pi he does the same thing for a circumscribed 12-gun and finds an upper bound for pi the calculations now become a lot more tricky because he has to extract square roots and square roots of square roots and and turn all these into fractions but uh he works out the 12 gone and then the 24 gone uh 48 gone and and by the time he gets to the 96 con he sort of had enough but he gets in the end he gets pi to between 3.1408 and 3.1429 so for over 2000 years ago that's not too bad yeah that seems like all the precision you need in pi right so this goes way beyond precision for any practical purpose this is now a matter of uh flexing your muscles you know this is this is uh showing off just how much mathematical power you have that you can work out a constant like pi to very high precision so for the next 2 000 years this is how everyone carried on bisecting polygons to dizzying heights as pi passed through chinese indian persian and arab mathematicians each contributed to these bounds along archimedes line and in the late 16th century frenchman francois viet doubled a dozen more times than archimedes computing the perimeter of a polygon with 393 216 sides only to be outdone at the turn of the 17th century by the dutch ludov van kerlen he spent 25 years on the effort computing to high accuracy the perimeter of a polygon with two to the 62 sides that is four quintillion 611 quadrillion 686 trillion 18 billion 427 million 387 904 sides what was the reward for all of that hard work just 35 correct decimal places of pi he had these digits inscribed on his tombstone 20 years later his record was surpassed by christoph greenberger who got 38 correct decimal places but he was the last to do it like this pretty much yeah because shortly thereafter we get sir isaac newton on the scene and once newton introduces his method nobody is bisecting n-gons ever again the year was 1666 and newton was just 23 years old he was quarantining at home due to an outbreak of bubonic plague newton was playing around with simple expressions like one plus x all squared you can multiply it out and get one plus two x plus x squared or what about one plus x all cubed well again you can multiply out all the terms and get one plus three x plus three x squared plus x cubed and you could do the same for one plus x to the four or one plus x to the five and so on but newton knew there was a pattern that allowed him to skip all the tedious arithmetic and go straight to the answer if you look at the numbers in these equations the coefficients on x and x squared and so on well they're actually just the numbers in pascal's triangle the power that one plus x was raised to corresponds to the row of the triangle right and pascal's triangle is really easy to make it's something that's been known from ancient greeks and indians and chinese persians a lot of different cultures discovered this all you do is whenever you have a row you just add the two neighbors and that gives you the value of the row below it so that's a really quick easy thing you can compute you know the coefficients for one plus x to the 10 in a second instead of sitting there doing all the algebra the thing that fascinated me when i started looking at those old documents was how even like i don't speak those languages i don't know those number systems and yet it is obvious it is clear as day that they are all writing down the same thing which today in the western world we call pascal's triangle that's the beauty of mathematics it transcends culture it transcends time it transcends humanity it's going to be around well after we're gone and and ancient civilizations alien civilizations will know pascal's triangle over time people worked out a general formula for the numbers in pascal's triangle so you can calculate the numbers in any row without having to calculate all the rows before it for any expression 1 plus x to the n it is equal to 1 plus n times x plus n times n minus 1 x squared on 2 factorial plus n times n minus 1 times n minus 2 times x cubed on 3 factorial and so on and that's the binomial theorem so binomial because there's only two terms one in x bi is two there's two nomials and uh theorem is that this is a theorem that you can rigorously prove that this formula is exactly what you'll what you'll see as the coefficients in pascal's triangle so all of this was known in newton's day already yeah exactly everybody knew this everybody saw this formula and yet nobody thought to do with it the thing that newton did with it which is to break the formula the standard binomial theorem insists that you apply it only when n is a positive integer which makes sense right this whole thing is about working out one plus x times itself a certain number of times but newton says screw that just apply the theorem i mean math is about finding patterns and then extending them and trying to find out where they break so he tries one plus x to the negative one so that's one over one plus x what happens if i just blindly plug in n equals negative 1 for the right hand side of the formula and what you get is the terms alternate back and forth plus 1 minus 1 plus 1 minus 1 and so on forever so that's one minus x the next term will be a plus x squared the next term will be a minus x cubed plus x to the fourth minus x to the fifth so it's just alternating series with plus plus and minus signs as the coefficients so it becomes an infinite series yeah that's right if you don't have a positive integer the binomial theorem newton's binomial theorem will give you an infinite sum but how do you understand that like for all positive integers it was just a finite set of terms and now we've got an infinite set of terms yeah so what happens is if you have a positive integer you remember that formula the coefficient looks like n times n minus 1 times n minus 2 and so on when you get to n minus n if n is a positive integer you will eventually get there and n minus n is 0. so that coefficient and all the coefficients after it are all zero and that's why it's just a finite sum it's a finite triangle but once you get outside of the triangle with positive integers you never hit n minus n because n is not a positive integer so you get this infinite series so i think the big question is does this actually work does newton's infinite series actually give you the value of one over one plus x right and it might be nonsense there's lots of math formulas that break completely when you do this right there's we have rules for a reason but uh we should always know the extent to which the rules have a chance of working farther if you take that whole series and you multiply it by one plus x and you multiply all that out you'll see all the terms cancel except that leading one and so that big series times one plus x is one in other words that big series is one over one plus x that's how newton justified to himself that it makes sense to apply the formula where it where it shouldn't be applicable so newton is convinced the binomial theorem works even for negative values of n which means there's more to pascal's triangle above the zeroth row you could add a zero and a one that add to make that first one and then that row would continue minus one plus one minus one plus one all the way out to infinity and you know outside the standard triangle the implied value everywhere is zero and this fits with that the alternating plus and minus ones add to make zero everywhere in the row beneath them and you can extend the pattern for all negative integers either using the binomial theorem or just looking at what numbers would add together to make the numbers underneath and here's something amazing if you ignore the negative signs for a minute these are the exact same numbers arranged in the same pattern as in the main triangle the whole thing has just been rotated on its side but newton doesn't stop with the integers next he tries fractional powers like 1 plus x to the half so now what does it mean you take 1 plus x to the one half well that's the same thing as square root of 1 plus x and he wants to understand does that have the same expansion putting n equals a half into the binomial theorem he gets an infinite series that makes me think that we could actually go into pascal's triangle blow it up and add fractions in between the rows that we're familiar with exactly there's even a continuum of pascal's triangles between zero and one there's this you know a continuum of numbers that you could put in for powers you can think of each fraction like a half a quarter a third as existing in its own plane where in each plane pairs of numbers add to make the number beneath them n doesn't have to be a positive integer anymore doesn't have to be a positive integer it doesn't have to be a negative integer it doesn't have to be an integer so now we're going to take n to be a half and he works this thing out and then he could do all kinds of things for example he could work out the square root of 3 very quickly and efficiently because the square root of 3 we can write 3 as 4 minus 1 and if we pull out a 4 then we get a square root of 4 which is just 2 times the square root of 1 minus a quarter if you put in minus a quarter for x in this series you'll get a very rapidly converging series expansion that will quickly give you square root of three to high accuracy now newton is particularly interested in n equals a half because the equation for a unit circle is x squared plus y squared equals one and if you solve for y well the top part of the circle is equal to 1 minus x squared to the half this is basically the same expression he's been looking at he just has to replace x by minus x squared which adds in some minus signs and doubles the power of x on each term but now he's got an equation for a circle where each term is just a rational number times x raised to some power now we have two different ways of representing the same thing and whenever you have something like that magic is about to happen fireworks about is about to go off but how does he use this to calculate pi well luckily for us he had just invented calculus or what he called the theory of flexions he realizes that if you integrate under that curve as x goes from zero to one you're getting the area under the curve which is a quarter circle and he knows that the area of a unit circle is exactly pi r squared except r is one so the area is pi and we want just a quarter so the area is pi over four on the other side he has this nice series and he knows how to integrate x2 some power you just increase each power of x by one and divide by the new power and now you have an infinite series of terms which just involve simple arithmetic with fractions you put in x equals one and you can calculate pi to an arbitrarily high precision but newton goes even further adding one final tweak a not good math paper has zero ideas it's just pushing through things that everybody already knows but nobody bothered to do then there are good math papers that have like one new idea that's like really shockingly new newton's on new idea number four at this point and he's about to have new idea number five a new idea number five is instead of integrating from zero to one he's going to integrate just from zero to a half you know when you have an infinite series you want the terms to decrease in size as fast as possible that way you don't have to calculate as many of them to get a pretty good answer and newton sees if he integrates not from 0 to one but from zero to a half then when he subs in a half for x each term will shrink in size by an additional factor of x squared which in this case is a quarter but if you only integrate to a half what is the area under the curve that you're computing well it is this part of a circle which you can break into a 30 degree sector of the circle which has an area of pi on twelve plus a right triangle with a base of a half and a height of root three on two so that integral should come out to this expression and rearranging for pi you get the following now if you evaluate only the first five terms you get pi equals 3.14161 that's off by just two parts in a hundred thousand and to match the computational power of van curlin's four quintillion sided polygon you would only need to compute 50 terms in newton's series what before it took years now would take only days so no one was bisecting polygons to find pie ever again why would you yeah do you do all that work and somebody comes along and beats you in a second it's sort of like uh you know once once someone builds a crane and then somebody else is still climbing up on a ladder to put a brick on a house like that's just not how you build houses anymore we have new technology are you out of your mind you're gonna you know we're gonna build a hundred story house you're gonna build a five-story thing that's gonna fall over you see it in new york city you see literally where technology came along there's like rows and rows of five-story buildings and all of a sudden here's a 20-story and here's a 30-story and here's a 90-story so it's all about who has the technology for me this is a story about how the obvious way of doing things is not always the best way and that it's often a good idea to play around with patterns and push them beyond the bounds where you expect them to work because a little bit of insight in mathematics can go a very long way hey this video was sponsored by brilliant a website with interactive courses and quizzes that let you dive deep into the topics like the ones i've shown in this video calculus neural networks programming in python they've got you covered now i sometimes get asked why i don't get into the nitty gritty detail or solve numerical problems in my videos and the answer is because i 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