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The most advanced definition of sine and cosine? 

Michael Penn
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23 авг 2024

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Комментарии : 110   
@MichaelPennMath
@MichaelPennMath Год назад
Head to squarespace.com/michaelpenn to save 10% off your first purchase of a website or domain using code michaelpenn
@terryendicott2939
@terryendicott2939 Год назад
The next step is to design a trig course with this as the first lesson.
@l8toriginal719
@l8toriginal719 Год назад
I would take this course!
@Monolith-yb6yl
@Monolith-yb6yl Год назад
There is so many equivalent definitions...you know further steps...)
@Falanwe
@Falanwe Год назад
An alternative method would be, from the time we have s²+c²=1, to plot the trajectory in the (c,s) space. We proved the curve is confined to the unit circle. Its velocity is (c,-s), making it go counter-clockwise at a fixed speed of 1! So it will run the full circle in a time equal to the perimeter of the circle: 2pi
@samwalko
@samwalko Год назад
Wouldn't this be plotting the trajectory in (s,c) space? But yes, I love this geometric solution!
@Falanwe
@Falanwe Год назад
@@samwalko The choice of axes doesn't really matter, but you're right, (s, c) is more logical given the problem. What I like most in the geometric solution is it uses a "natural" definition of pi (half the arc length of the unit circle) instead of an analytical one (twice the first zero of the cosine series).
@samwalko
@samwalko Год назад
@@Falanwe I suppose it is more natural for the problem, but my point was actually more about the velocity: that vector should be perpendicular to the position vector.
@Falanwe
@Falanwe Год назад
@@samwalko You're absolutely right, I made a mistake! With (c,s) coordinates, the velocity should be (-s, c)! (and (c,-s) with (s,c) coordinates). It being perpendicular to the position is important to stay on the circle.
@jacoboribilik3253
@jacoboribilik3253 Год назад
Hi. I really like this approach. My question is: don't you have to prove the image of c(x) and therefore s(x) is the whole interval [-1,1]. The fact c^2 +s^2 =1 doesn't imply you could go around the full circle. The curve might only be defined for one eigth of the circle and the equation still be true. I don't see how the velocity vector always points counterclockwise, we don't know anything about the sign of c and s except for t=0.
@soninhodev7851
@soninhodev7851 Год назад
ah that joke about cats in the sponsored segment was hilarious, you know every sponsored segment should be like that XD
@MichaelPennMath
@MichaelPennMath Год назад
That is the goal going forward yes lol :) Glad you liked it! -Stephanie, Editor
@rogierbrussee3460
@rogierbrussee3460 Год назад
An alternative to the "cheat" of the definition of π/2 is to define 2π as the length of the unit circle, and parametrise the circle with t -> (c(t), s(t)). The interval [0, 4\theta] covers the circle exactly once (otherwise 4\theta would not be the smallest period). Now for any curve t -> (f(t), g(t)) parametrised uniquely by t in [a,b] we can compute its length as ∫_a^b √((df)^2 + (dg)^2) = ∫_a^b √(f'(t)^2 + g'(t)^2) dt Therefore the length of the circle gives 2π = ∫_0^{4\theta} √(c'(t)^2 + s'(t)^2)) dt = ∫_0^{4\theta} √(-s(t)^2 + c(t)^2) dt = ∫_0^{4\theta} dt = 4\theta,
@eriksab1609
@eriksab1609 Год назад
I love how the angle sum and difference formulas appeared.
@idjles
@idjles Год назад
No, I’m not going to forgive you 24:00. I watched the whole video to see where you would pull pi from and you pulled it from the air.
@Noam_.Menashe
@Noam_.Menashe Год назад
Homework 16:15: Because it's the first zero after x=0, and c(0)=1, the derivative at the zero is negative. But, this derivative is -s(x), which means s(x) is positive.
@Happy_Abe
@Happy_Abe Год назад
This helped!
@manucitomx
@manucitomx Год назад
I remember doing this in college. Thank you, professor.
@krischan67
@krischan67 Год назад
That reminds me of a functional equation we discussed at the math power lessons in late grammar school: We have two differentiable functions s and c with s(x1-x2) = s(x1)*c(x2) - c(x1)*s(x2) and s'(0) = 1. We proved a couple of things about their properties until we could prove that there's exactly one solution and determine the function. That's over 35 years ago, but I found it so amazing back then that I still remember. Unfortunately, I didn't keep my notes about it.
@dp121273
@dp121273 Год назад
1:42 - I was blowing at my monitor. Thought it was a tiny flybug 🤣 Btw. great video as usual 🙂
@PRCDwtf
@PRCDwtf Год назад
Yeah what is that thing ahahah
@txikitofandango
@txikitofandango Год назад
you said "fetch quest" which sent me down the rabbit hole of tvtropes, so thanks for that, in addition to this fascinating video
@TheEternalVortex42
@TheEternalVortex42 Год назад
This video is very cool. I love looking at different ways of defining basic concepts.
@mz1rek
@mz1rek Год назад
at 21:18, c(x+theta) should be equal to -s(x) not -s(theta)
@DeJay7
@DeJay7 Год назад
Honestly a very nice video. Kinda hate that some "extreme" theorems have to be used, like Taylor's series and that last definition of π/2, but that's just maths sometimes.
@erikkonstas
@erikkonstas Год назад
TBF those don't need to be known in advance either, but what you see in minutes would be in hours instead regarding the length of the video... 😂
@shacharh5470
@shacharh5470 Год назад
This video reminds me of something. I took an unusual Complex Analysis 101 course a few years ago. In one of the earlier lectures the exponential function was defined apriori as the inverse of the antiderivative of 1/x. Starting from this definition alone all the proprties you can think of were proven, including that e^(ix) is periodic. Which led to defining pi as half its period. It was a wild course, the professor had a very interesting approach.
@user-wp9lc7oi3g
@user-wp9lc7oi3g Год назад
10:02 "Radius of convergence of McLaurin series of any bounded and smooth function is infinite" - is that right? How about 1/(1+x^2) wich is bounded and smooth but series converges only when -1
@oliverherskovits7927
@oliverherskovits7927 Год назад
yeah what he did was incorrect. Instead, you could work out the Taylor polynomials and look at the remainder term. Using the fact that c(x) and s(x) are bounded, the remainder (say Lagrange remainder) goes to zero, and thus c(x) and s(x) are analytic (at 0), finally one can see that the power series has infinite radius of convergence by the ratio test
@lucasriedstra
@lucasriedstra Год назад
I believe the problem with 1/(1+x^2) is that it is not smooth in the complex plane, since it is undefined at i and -i. That means the radius of convergence of the mclaurin series can be at most 1.
@JosuaKrause
@JosuaKrause Год назад
the alternative definition of pi/2 is a bit of circular reasoning
@BridgeBum
@BridgeBum Год назад
It is, but I suspect he was trying to spare us from wrangling the sum formula into a product formula and finding the roots.
@xizar0rg
@xizar0rg Год назад
There should be a supplementary "rabbit hole" video, as that does feel like a huge cheat.
@Bodyknock
@Bodyknock Год назад
15:44 At this point in the video Michael uses the Intermediate Value Theorem to show there are values of θ such that c(θ) = 0. But then he says "let's take the smallest such θ". I think he maybe jumped a bit with that assumption. It's not actually immediately obvious at face value the zeroes of c must have a minimum. For instance, it could be that c() "wiggles" around faster and faster between (1/4, 3/4) hitting 0 an infinite number of times in that interval and the sequence of those zeroes has no minimum value. The minimum does, I think, exist in this case but it's maybe something that actually should be proven. I think you can demonstrate it exists from c() being continuous on (0,2) and showing that, if there is an infimum of the zeroes on that interval, c()'s continuity at that infimum implies the limit of its values there must equal c() at that point as well.
@erikkonstas
@erikkonstas Год назад
Well, s and c would not be differentiable at zero then I think, while s'(0)=1 is given explicitly...
@burk314
@burk314 Год назад
Yes, this is something I had a problem with him just assuming. But your approach is the right direction. Let A be the set of positive roots of c(x). We know A to be nonempty by Penn's taylor approximation, so there is an infimum p = inf(A). A property of real numbers says that there is a sequence a_n in A that converges to p, and continuity of c implies that c(p) = c(lim a_n) = lim c(a_n) = lim 0 = 0. Hence p is also a root and as a infimum of positive numbers, p must at least be nonnegative. Since c(0)=1, then p cannot equal 0 and so p a positive root of c(x). In other words, p is the smallest positive root of c(x). Back during my undergraduate, I asked myself the same question of whether I could define sine and cosine purely through analytical methods, except I started with the taylor series directly and tried defining pi as the smallest root of sine. In my case the fact that sin(0)=0 made that last step of showing the infimum wasn't zero tricky until I realized the fact that sin'(0) = cos(0) = 1 forces sin to be strictly increasing on at least some small neighborhood (-epsilon,epsilon) which then cannot contain any nonzero roots of sin.
@Bodyknock
@Bodyknock Год назад
@@burk314 Thanks, that’s exactly what I was thinking. 🙂 I did a little Googling and was surprised I didn’t see this come up as a lemma anywhere from the Intermediate Value Theorem since it means that any continuous function which achieves both positive and negative values over a closed interval in its domain has a minimum root in that interval. Also as an aside notice from the proof above that if the function is only continuous over an open interval there might not be a minimum root since it used the fact that f(0) exists. For instance f(x) = sin(1/x) is continuous over (0,∞), and the Intermediate Value Theorem says there exists at least one root for it in that interval since f achieves both 1 and -1 in that interval, but the infimum of the set of roots is 0 and f(0) isn’t defined so there is no minimum root.
@Geffde
@Geffde Год назад
I was really looking forward to how pi pops out of that, so just offering the alternate definition felt like I was being cheated. That’s definitely one rabbit hole I’d love to see explored.
@GhostyOcean
@GhostyOcean Год назад
I also see a path to figuring out the Pythagorean identity without using our prior knowledge. s'' + s = 0 2s's" + 2ss' = 0 2s"s' = -2ss' ((s')²)' = (-s²)' (c²)' = (-s²)' c² = -s² + C c² + s² = C
@jayhem_klee
@jayhem_klee Год назад
21:36 on the right : =-s(x) ?
@lucasriedstra
@lucasriedstra Год назад
13:30 "since it is an alternate series, if we truncate it before a minus, we end up with something larger, if we truncate it before a plus, we end up with something smaller". Is this true in general? I'd think this is only true if you know that the coefficients are decreasing in absolute value.
@erikkonstas
@erikkonstas Год назад
If they are increasing then I don't think we have anything convergent...
@lucasriedstra
@lucasriedstra Год назад
@@erikkonstas But it is possible that the first few terms are increasing and the series only starts decreasing after, say, 100 terms.
@shohamsen8986
@shohamsen8986 Год назад
@3:37, when you use the dofferential equation to extract the boundary condition seems incorrect. You should texhnically justify why the OdE holds at x=0. The function has value or slope specified on the boundary so technically the ODE need not hold. Thus establishing c'(0)=s''(0)=-s(0) using y"=-y is not trivial.
@ReCaptchaHeinz
@ReCaptchaHeinz Год назад
Cool!! It would be so great to see a video about that second definition of π/2 :)
@shohamsen8986
@shohamsen8986 Год назад
How did you write pi?
@boblewis5762
@boblewis5762 Год назад
A classic derivation every advanced math student should see.
@demenion3521
@demenion3521 Год назад
i guess you didn't want to go there, but without using sine and cosine you can just solve the equation by its characteristic polynomial as a superposition of the exponential functions exp(ix) and exp(-ix). using the initial values we get the desired solution in the exponential version of sine
@burk314
@burk314 Год назад
@SHADOW105 That's why he said a superposition of exponentials. We get sin(x) = (exp(ix) - exp(-ix))/2i as a combination of exponentials where neither of the exponentials is itself equal to 0, but they cancel out to give 0 overall for x=0.
@nrrgrdn
@nrrgrdn 6 месяцев назад
Thanks Mr Penn
@mathunt1130
@mathunt1130 11 месяцев назад
A better thing to do would be to multiply the original equation by y'(x) and integrate up to get the relavent constant. simply differentiating s^2(x)+c^2(x) seems too forced, and not really natural to me.
@cparks1000000
@cparks1000000 Год назад
In general, truncating an alternating series before a positive sign need not lead to something smaller. It's true if the absolute value of the terms is decreasing.
@max.caimits
@max.caimits Год назад
Yes, saw no justification for those inequalities here
@plombleman
@plombleman Год назад
You can also directly apply the 2π translation operator e^(2π d/dx).
@erikcarp9359
@erikcarp9359 Год назад
This very idea was brought up in a footnote in my diff eq textbook this year! Very cool
@timelsen2236
@timelsen2236 Год назад
Best rarely seen derivations. Prof. Penn always wows.
@akaidk2199
@akaidk2199 Год назад
For those who might appreciate a deeper look into this kind of technique, Steam Algebras using coinductive reasoning have been suggested as an alternative formalization of calculus, I suggest you look at the work of Rutten and Escardo.
@Grassmpl
@Grassmpl Год назад
Why can we take the smallest theta? How do you know it exists? What if all rationals in (0,2) work?
@OleJoe
@OleJoe Год назад
You could start using the integral as a definition of the inverse sine. This was done in the first edition of Alfors Complex Analysis book.
@tharunsankar4926
@tharunsankar4926 6 месяцев назад
I would directly integrate the equation given and find out that the equation resulting is the equation of a circle/ellipse. Proceeding further, if I am at a position of that unit circle then I go 2*pi radians to meet on the same position, then the solution is periodic, along the phase space plane. Only thing is to evaluate an expression for theta in relationship to y and y’. Which I think that’s what Michael was doing but maybe I don’t follow😂😂
@Happy_Abe
@Happy_Abe Год назад
How do we know there isn’t a smaller number that can be the period. We showed that it is periodic in 2pi but why is that the smallest period.
@gnarlybonesful
@gnarlybonesful Год назад
How do you know there is a smallest theta in (0,2) - if theta was satisfied by every 1/n there would not be any smallest
@yannld9524
@yannld9524 Год назад
Yep indeed. To avoid this problem you can prove that s(x)>0 for x in (0,2) using the fact that the Taylor series of s(x) is an alternating series. Then c'(x) = - s(x) < 0 so such a theta is unique.
@brunoiorio915
@brunoiorio915 Год назад
Please, correct me if I am wrong, but here your proof requires the assumption that this arbitrary s solution is n-th differentiable for every n. Not saying that the idea is incorrect, but it lacks some rigor in this sense, IMO.(It is quite easy to prove this differentiability, but this step shouldn't be forgotten) Still, I liked the idea used!
@EvgenyGornov
@EvgenyGornov Год назад
How do we know that min root exists for s(x) =0? What if set of roots is inething like {1/2, 1/3,...}. Which one is minimal?
@aadfg0
@aadfg0 Год назад
s(0) = 1 is established so by continuity there's no roots in a neighborhood of 0.
@Yoshinoyo1
@Yoshinoyo1 Год назад
Take S the set of y such that s(y)=0. It is non-empty since it contains theta. It has 0 as an lower bound. Since it is non-empty and a subset of R, il has a infimum x. This infimum, by definition, is the limit of some sequence of x_n, elements of S. By definition, s(x_n)=0 for each of them. Since s is assumed to be smooth here, then we can take the limit n->infinity, hence 0=s(x_n)->s(x)=0. Therefore, x is in S, i.e. is the minimum of S, and as such is the smallest value for which s vanishes.
@EvgenyGornov
@EvgenyGornov Год назад
@@Yoshinoyo1 Important statement that infinum of this set belongs to set itself (since the function is continuous)
@cmilkau
@cmilkau 11 месяцев назад
If there can be infinite θ with c(θ) = 0, how do you know there is a smallest one??
@idolgin776
@idolgin776 Месяц назад
Very cool!
@JadeVanadiumResearch
@JadeVanadiumResearch Год назад
10:02 This line of argumentation is invalid. Arctangent is bounded and analytic but its MacLaurin series doesn't have infinite radius of convergence. There are also smooth functions which disagree with their MacLaurin series in every positive radius. Consider the piecewise function f(x)=exp(-1/x) when x>0 and f(x)=0 otherwise. It can be proven that f(x) is infinitely differentiable everywhere, critically at x=0 it's taylor series agrees with the zero function, but f(x) is nonzero for all x>0, so the function disagrees with its maclaurin series. The way you could salvage this argument is by proving that: 1. The described taylor series has infinite radius of convergence 2. The described taylor series satisfies the described initial value difeq y''=-y. 3. The solutions to the initial value difeq are unique. Those are actually not too hard to prove, and would let you infer that C(x) and S(x) agree with the expected MacLaurin series. You may have meant to say that we're assuming C and S are analytic, in which case the above arguments aren't necessary. This is different from assuming that they are smooth, which simply means that they are infinitely differentiable at all points. We get smoothness for free: since we assume y''=-y, then we must assume that y is twice differentiable, and thus y is in C^1. In general, if y is in C^k then -y is also in C^k, but since -y=y'' then y'' is in C^k and hence y is in C^(k+2). Continuing inductively, we see that y is in C^k for all k, hence y is smooth.
@bamdadtorabi2924
@bamdadtorabi2924 Год назад
Hmmmm one slight detail: why is theta well defined? In other words, why do we neccesarily have a "smallest" such root on that interval?
@literallyjustayoutubecomme1591
I thought about this for some time and I may have a resolution. If the set is finite then it follows from well ordering Suppose it evaluates to something positive at the infimum. Apply IVT to get a contradiction. Now, if the function evaluates to something negative. We use continuity to get a sufficiently small delta nbd around inf on which f is strictly negative. However, by definition of infimum, there must exist a point in the subinterval [inf, inf+delta) on which f vanishes, so we get a contradiction and hence the function vanishes at the infimum
@bamdadtorabi2924
@bamdadtorabi2924 Год назад
@@literallyjustayoutubecomme1591 That does make sense I guess. I was thinking about cheating our way through it with compactness and using the fact that C is continuous but your approach is fine and neat! Thanks
@zunaidparker
@zunaidparker Год назад
@@literallyjustayoutubecomme1591 that assumes the set is finite. We don't know that there aren't infinitely many zero crossings.
@literallyjustayoutubecomme1591
@@zunaidparker I wrote the finite case first, everything after that is general. The set of zeroes is bounded so the inf is well defined. I have shown that the inf is included in the set of zeroes.
@burk314
@burk314 Год назад
@@literallyjustayoutubecomme1591 Looking at the infimum of the positive roots of c(x) is a good idea, but I don't see how the intermediate value theorem leads to a contradiction. The way I would approach is is as such: Let A be the set of positive roots of c(x). We know A to be nonempty by Penn's taylor approximation, so there is an infimum p = inf(A). A property of real numbers says that there is a sequence a_n in A that converges to p, and continuity of c implies that c(p) = c(lim a_n) = lim c(a_n) = lim 0 = 0. Hence p is also a root and as a infimum of positive numbers, p must at least be nonnegative. Since c(0)=1, then p cannot equal 0 and so p a positive root of c(x). In other words, p is the smallest positive root of c(x).
@matematicacommarcospaulo
@matematicacommarcospaulo Год назад
11:23 the powers of c reminded me of the powers of the i with a small change in their order
@DrR0BERT
@DrR0BERT Год назад
Michael, this is my favorite video of yours. I love the cleverness of it all. I do have a question though. How do you know the smallest solution to c(x)=0 on [0,2] exists? You could have an infinite set of zeroes, but no minimum. (The function cos(π/(2x)) has zeroes at {1/(2n+1) | n is in Z}, yet this set has no minimal number.)
@BridgeBum
@BridgeBum Год назад
As he said, the intermediate value theorem. He is supposing that S and C are smooth, and derived an upper bound of C(2) as negative. C(0) is positive, so there must be a crossing of the axis. Could be many which is why he then assumes the smallest on the interval. If C is not continuous than this goes out the window, but differentiability implies continuity.
@DrR0BERT
@DrR0BERT Год назад
@@BridgeBum I understand that the IVT provides at least one solution. My issue is assuming there is a smallest solution. I can come up with a non-trivial function that is continuous on [0,2] that has an infinite number of zeroes, and no "smallest" zero. For example, f(x) = x^2 sin(1/x) with f(0)=0. There are ways to demonstrate that c(x) would have a minimal zero. I'm just saying that his solution would have been more complete had it been addressed.
@BridgeBum
@BridgeBum Год назад
@@DrR0BERT This fails at the last part, not defined/discontinuity at 0.
@DrR0BERT
@DrR0BERT Год назад
@@BridgeBum He could have said, "It still needs to demonstrated that a minimal theta exists. I'll leave that to you for homework." Then it would have been addressed, kinda like how he addressed the π/2 part at the end of the video. I loved this video on so many levels. As I said before, it is my favorite of his. Yet, the gap in the proof was jarring for me.
@codatheseus5060
@codatheseus5060 Год назад
Can you use the function which finds the remainder (mod) to create a sin wave? I can make it do a zig zag up and down and feel like that can be tweaked
@moshadj
@moshadj 6 месяцев назад
How did we assume that c'' exists? Are we assuming automatically that s is infinitely differentiable. What could we prove if we assumed that s'' was not differentiable?
@moshadj
@moshadj 6 месяцев назад
Also I feel like we are not being too careful when taking the "smallest possible 0". We need to show the infimum of the set or 0s is also a 0
@chloroformed8692
@chloroformed8692 Год назад
Some cool intuition: if you think of the start point as where sin = 0 this problem is like an object being thrown up into and mashed between two gravitational fields
@yannld9524
@yannld9524 Год назад
Overcomplicated. First take s the solution and c=s' then c' = - s. So if you define g(x) = - s(-x) then g'' + g = 0, g(0) = 0 and g'(0) = 1 so by uniqueness we must have s=g. Hence s is an odd function, so c is an even function. Now if you set e(x) = c(x) + i s(x) then e' = i e and e(0) = 1 so it follows that e(x) = exp(ix), which prove that exp(ix) = c(x) + i s(x) and by even/odd-ness we have exp(-ix) = c(x) - i s(x). Substract the two equalities to conclude that s(x) = ( exp(ix) - exp(-ix) )/2i is a sum of 2pi-periodic functions.
@leyasep5919
@leyasep5919 Год назад
WOW ! Awesome ideas !!!
@josepazp
@josepazp 6 месяцев назад
Muy bien aplicado el teorema de existencia y uniciadad de soluciones de ODE en s(x+t)=s(x), saludos
@poppylikecats
@poppylikecats Год назад
14:45 is it valid to use the IVT since you don't know if the function is continuous on [0,2] or is that assumed for solutions to DE's?
@JohnSmith-zq9mo
@JohnSmith-zq9mo Год назад
If it has a derivative it is continuous.
@JonathanMandrake
@JonathanMandrake Год назад
If the function isn't continuous, it's not differentiable, thus it has no derivative and can't fulfill any real differential equation
@poppylikecats
@poppylikecats Год назад
@@JohnSmith-zq9mo yeah i guess i just had a moment of stupidity commenting that lmao
@MichaelPennMath
@MichaelPennMath Год назад
@poppylikecats you should watch the sponsor segment ;) -Stephanie, Editor
@gigantopithecus8254
@gigantopithecus8254 8 месяцев назад
whats sine and cosine?????
@psy7669
@psy7669 Год назад
wonderful!
@benheideveld4617
@benheideveld4617 Год назад
I feel violated! Deus ex machina in the final step. In fact he only proved s(x+4θ)=s(x) where c(θ)=0 for the first time. Ok, I see it now…
@tolkienfan1972
@tolkienfan1972 Год назад
Very nice. So we get the definition of pi as the root of a power series. Might be nice to relate this derived constant to pi from other contexts. Is there a way to derive a series for pi from this root of a series?
@GreenMeansGOF
@GreenMeansGOF Год назад
What’s up with that tiny ghost floating around the room?
@titan1235813
@titan1235813 Год назад
Hello 👋🏻
@Omeomeom
@Omeomeom Год назад
this video was messssy girl
@JP-re3bc
@JP-re3bc Год назад
Do you even realize how ridiculous "...most ADVANCED definition..." sounds?
@minwithoutintroduction
@minwithoutintroduction Год назад
مدهل
@MichaelPennMath
@MichaelPennMath Год назад
Head to squarespace.com/michaelpenn to save 10% off your first purchase of a website or domain using code michaelpenn
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there are only two prime matrices.
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a quaternion version of Euler's formula
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One of my favorite identities.
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The most beautiful equation in math.
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just an average recursion...OR IS IT?
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