How to do two (or more) integrals with just one

  Рет қаралды 389,647

Morphocular

Morphocular

Күн бұрын

Пікірлер: 290
@morphocular
@morphocular 2 жыл бұрын
The sequel is here: kzbin.info/www/bejne/aJXagoiLedlof9U
@CppExpedition
@CppExpedition Жыл бұрын
your integration is limited by 1 variable x. In control theory we have a more generalize way to do any integration in 1 step. The trick is to integrate a vector. for example dx^2 (int int aceleration) can be seen as x1=x(position), x2=(x1)dot (velocity) so int [x1dot, x2dot] is 1 integral, but internally you are doing a second one over x. if you want an n degree integral, you would need to integrate an n dimensional vector.
7 ай бұрын
Yes
@jakobr_
@jakobr_ 2 жыл бұрын
Incredible! Calculus classes often teach a limited view of integrals, only thinking of them as antiderivatives. But now I realize the implications of just how specific the fundamental theorem of calculus is written: Only integrals that fit that pattern are antiderivatives, and there are way more than just those integrals out there!
@dexter2392
@dexter2392 2 жыл бұрын
Yes. An integral is a pretty general tool, representing much more than areas under a graph. And that's cool!
@Xnoob545
@Xnoob545 2 жыл бұрын
@@dexter2392 wait so what the hell is an integral
@randomguy2169
@randomguy2169 2 жыл бұрын
@@Xnoob545 idk if its right to say nuch more than areas under the curve, but integrals are used for more things than just that. Integrals can act as sums, integrals can be used to represent functions, there are integral transforms, there is line integral and flux integral and both do not represent area under curve. but Integral more generally, is just a sum or continuous sum.
@kienthanhle6230
@kienthanhle6230 2 жыл бұрын
@@randomguy2169 yeah, area under curves is just a visual representation of integrals, albeit a very intuitive one for beginner at that
@cparks1000000
@cparks1000000 2 жыл бұрын
@@randomguy2169 To get technical, the integral is a linear-transformation of a continuous function. Even more is true: if you allow integrals with respect to measures, you get all possible linear-transformations of continuous functions.
@AWellRestedDog
@AWellRestedDog 2 жыл бұрын
This was absolutely incredible. The intriguing and seemingly nonsensical question at the beginning (especially from the perspective of someone who only knows basic calculus), the pacing and 3d animation to visualize the intuition behind taking a double integral, and the teaser for the idea of in-between integrals/derivatives. This was mind-blowing to watch and appreciate, both from the perspective of a learner and an aspiring teacher.
@classicalmusic1337
@classicalmusic1337 2 жыл бұрын
The animation quality is incredible. For example the transition from a 2D to 3D view at 6:34. So smooth!
@pa.l.2499
@pa.l.2499 2 жыл бұрын
Love the snake integral beasts vs derivative peons. Classic visuals not blatantly copying 3blue one brown and staying original.
@AC-ik2qq
@AC-ik2qq 2 жыл бұрын
And at 7:40 - 7:57 8:25 9:45 Pretty nice visuals
@xl000
@xl000 2 жыл бұрын
There is nothing incredible about any of this. This is just made in 3D from the start, she's just changing the camera orientation.
@GetPsyched6
@GetPsyched6 2 жыл бұрын
@@xl000 he made this animation library by himself. So there's the impressive bit
@xl000
@xl000 2 жыл бұрын
@@GetPsyched6 what programming languages do you know ?
@drewduncan5774
@drewduncan5774 2 жыл бұрын
1:40 Numerically, derivatives are notoriously difficult because computing them involves subtractive cancellation. Integration is much more well-behaved from a numerical standpoint precisely because it only requires summation.
@zanekaminski
@zanekaminski 2 жыл бұрын
Very funny.
@creepervideo1106
@creepervideo1106 2 жыл бұрын
@@zanekaminski this is actually true as you can’t truly animate the 8th derivative of y = (1/x)(sin(x+p)) where p is a value/slider, I tried it on my machine (16 gigs RAM, R3050, RY7) and it only animates 2-3 frames per second, I tried this in desmos. My machine can otherwise run elements with upto 10,000 elements quite easily (at about 40 Fps) and 1,000 elements effortlessly (at 144Fps!!).
@Howtheheckarehandleswit
@Howtheheckarehandleswit 2 жыл бұрын
@@creepervideo1106 Desmos is not a very well optimized application for that purpose, and cannot take full advantage of your hardware. You absolutely can animate that derivative with software more capable using the hardware available to it and more able to analyze the problem and find shortcuts. For example, Desmos actually calculates every single intermediate derivative numerically for every x value it draws every time the animation parameter changes, but software designed for that purpose would likely be able to symbolically solve for the 8th derivative of y = (1/x)(sin(x+p)), giving it a much faster function to recompute when p changes.
@creepervideo1106
@creepervideo1106 2 жыл бұрын
@@Howtheheckarehandleswit Thanks for the tip!
@treelibrarian7618
@treelibrarian7618 2 жыл бұрын
@Drew Duncan is still basically correct, it's a problem of relative precision when the curve values are much larger than the difference between them and accuracy is lost due to computational rounding - though I would think the solution to this is simply to translate the entire curve to put the point being calculated at the origin so that maximum accuracy can be maintained...
@LinesThatConnect
@LinesThatConnect 2 жыл бұрын
Awesome! This formula felt like black magic when I first saw it (and it still does), but it feels a lot less mysterious now that I can see such a straightforward derivation of the n=2 case.
7 ай бұрын
Its him
@alecboyd6108
@alecboyd6108 2 жыл бұрын
Derivative Compression, the "n"th derivative of a function, can be expressed for some nice functions as an extension of cauchy's integral formula in complex analysis. this result is highly related to the residue theorem and, consequentially, this yields no (simple) results in the field of fractional calculus, as inputting a fractional n changes the pole in the denominator of the integral to a branch cut, which is not easy (or often even possible) to evaluate. this function also only returns the value at a point, not a function over the entire complex plane.
@joshr5151
@joshr5151 2 жыл бұрын
i understood like 3 of those words
@dj_laundry_list
@dj_laundry_list 2 жыл бұрын
Do you know of a source that explains this in more detail?
@eduardonavarro4172
@eduardonavarro4172 2 жыл бұрын
@@dj_laundry_list Complex analisis, complex calculus (calculus IV also works) and any type of advanced calculus courses, I just viewed las month on a mathematical methods for geophycisists so it was sparse but show how the Cauchy integration formula works and it's used (the course was more centered on series as computing is fundamental in the field)
@cparks1000000
@cparks1000000 2 жыл бұрын
In practice, we use this technique in reverse to replace an operator norm with a double integral. Also, (16:19) if you're content with working with complex analytic functions, the Bergman kernel allows you to write a derivative as an integral. You can write any power of a derivative as an integral also. I agree though that integrals are very powerful.
@qoyote
@qoyote Жыл бұрын
you could do five or six integrals, or... just one.
@asheep7797
@asheep7797 8 ай бұрын
i dont need more, they disappoint me
@mike10240
@mike10240 Ай бұрын
Some say the integrals went to Canada. Others say Toronto.
@the_moist
@the_moist Ай бұрын
What is this referencing hmm
@maysaraaljumaily
@maysaraaljumaily 2 жыл бұрын
Well done! The animation at 6:30 that change the 2D representation to 3D is very smooth!
@newgreen956
@newgreen956 2 жыл бұрын
I found it interesting, that the resulting formula is similar to convolution of x^n with f(x). After thinking about it it makes sense though and gives another way of deriving the formula: Using Laplace transforms we can transform a function from the time domain into the frequency domain, using s as the new variable. An integration in the time domain shows up as a multiplication with 1/s in the frequency domain, so double integration becomes 1/s^2 etc. Transforming it back we can however use the fact, that multiplication in the frequency domain becomes a convolution in the time domain. And what does 1/s^2 correspond to? It corresponds to x. 1/s^n corresponds to 1/(n-1)! x^(n-1). Plugging this into the formula gives the above result. It's quite nice how in mathematics all roads lead to the same spot.
@Pystro
@Pystro 2 жыл бұрын
I wonder if this works for compressing multi derivatives. You'd just need values for s^n in terms of x. Ah dang, that part seems to just cycle back to derivatives of the delta distribution, which means that EVALUATING the multi-derivative in practice means doing all the derivatives individually, just as for the compressed multi-integral. And my intuition tells me that numerical evaluation isn't simplified either.
@gaHuJIa_Macmep
@gaHuJIa_Macmep 2 жыл бұрын
Congratulations! You have just reinvented Sobolev's spaces of fractional derivatives!.. :)
@hermaeusmora749
@hermaeusmora749 2 жыл бұрын
This is really interesting. Thanks for sharing. I think this makes the entire concept fit in my tiny brain better
@urnoob5528
@urnoob5528 Жыл бұрын
frequency domain is fourier s is complex domain bruv
@berryesseen
@berryesseen Жыл бұрын
The resulting formula isn't like the convolution with the function t, it is exactly that. The video is just visualizing the Laplace transform. This property is why the control theorists love using Laplace transforms.
@neelanshguptaa310
@neelanshguptaa310 2 жыл бұрын
I just cannot put in words much this helped me understand why limit points for double integrals are the way they are. Just brilliant stuff.
@chanceroberson7517
@chanceroberson7517 2 жыл бұрын
Just took calculus 3 last semester, this blew my mind. Well done, perfect video
@madmorto2610
@madmorto2610 2 жыл бұрын
This video is amazingly painful. As a high school student bored with the basic calculus I had been doing in class (volumes of revolution and arc length etc.) I began to play around with trying integrate the volumes of other solids. I eventually figured out how to tie two integrals together and find the volumes of lots more shapes - like ellipsoids. It’s really painful to see just how close I was to this amazing formula! I wish I had obtained it myself… Great video and great animations. Well done!
@user-zp3xc4to1t
@user-zp3xc4to1t 2 жыл бұрын
you were "close" to a cauchy formula as a high school student! thats insane. You should be proud of yourself
@madmorto2610
@madmorto2610 2 жыл бұрын
@@user-zp3xc4to1t thanks. In the little experience I have, deriving or proving a result is often the easy part. Asking the right question and seeing something mathematically that you don’t already know exists is the much harder part.
@realcygnus
@realcygnus 2 жыл бұрын
If you're doing anything even close to this level in HS, there is absolutely NOTHING to be ashamed of & even some pride is in order. In fact, I'd say we can already expect great things from you.
@ralllao7295
@ralllao7295 2 жыл бұрын
Wow! Just great educational content! Keep making math learning more interesting & engaging!
@fantasypvp
@fantasypvp 9 ай бұрын
16:20 you may want to have a look into Leibnitz's theorem. It's a method for taking the nth derivative of a function. It splits the function into parts and takes the derivative of both parts n times then combines them together.
@robwarriors62
@robwarriors62 2 жыл бұрын
Outstanding video. Really opens up creative thought at a high-school calculus level. Wish I had this sort of direction when I was learning. Instant subscription and can't wait to see what's next.
@DokterKaj
@DokterKaj 2 жыл бұрын
So underrated! You explain things so clearly and present a very intuitive visual interpretation. You deserve so many more subs.
@prdoyle
@prdoyle 2 жыл бұрын
Wow, the visuals are amazing. I literally said "slice it the other way" out loud at 6:55, just as you intended!
@timelsen2236
@timelsen2236 2 жыл бұрын
Most excellent! I've wanted to see this for so long and was frustrated about it, ever since seeing the formula in the first pages of a text on integral equations. Thank You so much!
@kobemop
@kobemop 2 жыл бұрын
A lot of this stuff appears in physics, especially when we're dealing with phase spaces where you have to expand out momentums and positions (could be in terms of hyperspheres, hypercubes, ..., etc). They also appear when you do higher dimensional Fourier transforms, can occur in special relativity too if your taking account of the fourth dimension (which is usually time), and as well as dealing with characteristic functions. However, I have to say that in physics we write our integrals as ∫d⁴x *which is a neat way of condensing it), and then it comes out as ∫∫∫∫dxdx'dx''dx'''. In terms of phase space where p is the momentum and r is the position, we have ∫d³p∫d³r = ∫∫∫dpdp'dp''∫∫∫drdr'dr'' = ∫∫∫∫∫∫dpdp'dp''drdr'dr'' (which is a six-fold integral). To take it further you can also write ∫∫∫∫∫∫dpdp'dp''drdr'dr'' as one integral ∫dpdp'dp''drdr'dr'', but have many integrals appear out looks nice and aesthetic. Sometimes the integrals derivatives are written with subscript x_1 and so on. These types of integrals appear in quantum optics (where you deal with a lot of things in phase space), quantum field theory, quantum mechanics, and statistical mechanics.
@MrShiggitty
@MrShiggitty 2 жыл бұрын
That was really cool, it was like seeing a u-substitution but in a perfect 3D form. Or like he turned the u-sub into an operator function, again, crazy cool. It's like this guy understands integration at a level higher than Riemann or Leibniz, well played. Like a version of super calculus?
@AJMansfield1
@AJMansfield1 2 жыл бұрын
3:40 Well, I suppose using the laplace transform would be a way of integrating without integrating: ℒ{ ∫∫ 6x dx dx } = 6 ℒ{x} / s² = 3! / s⁴ = ℒ{ x³ }
@HUEHUEUHEPony
@HUEHUEUHEPony 2 жыл бұрын
a laplace transform is an integral..
@erikross-rnnow5517
@erikross-rnnow5517 2 жыл бұрын
L[take](s)
@gaHuJIa_Macmep
@gaHuJIa_Macmep 2 жыл бұрын
How on Earth were you able to type in such a beautifully-fonted reply?.. I envy you... :)
@hermaeusmora749
@hermaeusmora749 2 жыл бұрын
I can see this makes sense but I don’t understand this completely. Can you write out the general case as laplace transforms? I’m unfortunately not familiar enough with them
@AJMansfield1
@AJMansfield1 2 жыл бұрын
@@gaHuJIa_Macmep using fancy unicode characters. Specifically: U+2112 "Script Capital L", U+222B "Integral", U+00B2 "Superscript Two", U+00B3 "Superscript Three", and U+00B4 "Superscript Four".
@pa.l.2499
@pa.l.2499 2 жыл бұрын
Legendary explanation I have waited for to explain in visual terms double integrals. New insights that bring nostalgia of first learning integral calculus and the FTC itself. I am giving a Subscribe and thank you.
@berryesseen
@berryesseen Жыл бұрын
In terms of Laplace transforms: Let * operator denote convolution. Recall the definition f(t) * g(t) = int f(t-x) g(x)dx. Then, int (t-x) f(x) dt = f(t) * t t = u(t) * u(t) So, int (t-x) f(x) dt = f(t) * u(t) * u(t) Since convolving by the unit step function u(t) is the same as integrating, int( (t-x) f(x) dt = int^2 f(x) dx. This video actually explains the relationship between the functions and their Laplace transforms.
@shakerzayani7655
@shakerzayani7655 2 жыл бұрын
Wooow!! This channel is so underrated. I really enjoy your content, Thanks a lot.
@AgentM124
@AgentM124 2 жыл бұрын
Omg, half integrals? Fractional integrals? Can't wait to get the π's ∫ of a function
@fullfungo
@fullfungo 2 жыл бұрын
I’m curious, can you prove Cauchy’s formula for repeated integration by using a 2-to-1 integral formula repeatedly? So, something like proof by induction. Or does it give a different uglier result?
@mabm2308
@mabm2308 2 жыл бұрын
actually the 'classical' proof is done by induction :) and yes, imo it's a messy and ugly task. Also, if you want to take this whole concept of repeated integration to a continuous case with, say, r (real) times of iterated integration instead of n (natural) times of iterated integration, you'll find out the Gel'fand-Shilov function convoluted with the f(t) function. Edit: references kzbin.info/www/bejne/eaaYZIeBoZ2Uqsk Solved exercises in fractional calculus - Edmundo Capelas de Oliveira. p.175
@gaHuJIa_Macmep
@gaHuJIa_Macmep 2 жыл бұрын
Try to read my comment up where I described how to get the general formula without induction, just from the first principles...
@abdullahyasinyagmur4687
@abdullahyasinyagmur4687 Жыл бұрын
This was amazing. It opened up a new horizon for me. Thank You.
@DoxxTheMathGeek
@DoxxTheMathGeek Жыл бұрын
Very interesting! I like it how you used 2*Pi, Pi, sqrt(2), Pi/2 and e and so one at 13:11.
@davidhjedwy
@davidhjedwy 2 жыл бұрын
you forgot the constant c
@Firewallboy77
@Firewallboy77 3 ай бұрын
I don't give a shi..
@Firewallboy77
@Firewallboy77 3 ай бұрын
How about you take this D and shut up
@Firewallboy77
@Firewallboy77 3 ай бұрын
Nobody asked
@Firewallboy77
@Firewallboy77 3 ай бұрын
You hear that ?? I didn't ask
@Firewallboy77
@Firewallboy77 3 ай бұрын
You dad left to get c and never came back
@richardcoppin5332
@richardcoppin5332 2 жыл бұрын
👏🏼👏🏼👏🏼 Very well done. You've made a pretty abstract concept very accessible and easy to understand.
@jucom756
@jucom756 2 жыл бұрын
oooh another really fun derivation from this is the subfactorial complex extension, making use of the subfactorial property that is most similar to normal factorials (!n=n*!(n-1)+(-1)^n) you just have to modify the formula slightly to change the nonderivative term of the partial integration to match this property instead of the factorial "n!=n*(n-1)!" and then it turns out you get complex numbers in return (makes sense since the formula contains -1^(z))
@jh8801
@jh8801 Жыл бұрын
ive never seen a person do a math cliffhanger lol
@cdkw2
@cdkw2 7 ай бұрын
me neither lol
@JorgetePanete
@JorgetePanete 3 ай бұрын
I've*
@banhminuongmuoiot
@banhminuongmuoiot 11 ай бұрын
Thank you for making calculus seems so easy and appealing
@Happy_Abe
@Happy_Abe 2 жыл бұрын
How do you not have 100 times as many subscribers? Your content is of the best math on KZbin!
@dylanparker130
@dylanparker130 2 жыл бұрын
This was beautiful stuff - blew me away on a Saturday night!
@brighamhellewell6479
@brighamhellewell6479 2 жыл бұрын
Yay a new video from this math youtuber! Keep up the good work
@Hinyousha
@Hinyousha 2 жыл бұрын
I was going to ask about that last part just before it apeared, great introduction to fractional derivatives and integrals
@hermaeusmora749
@hermaeusmora749 2 жыл бұрын
At 12:44 you mentioned that the integrand is not the inner integral. This is because we are switching the limits of the integration, ie the inner integral goes out and the outer one comes inside. This is also what you did geometrically by slicing the integral a different way.
@diplomaticfish
@diplomaticfish 2 жыл бұрын
Really outstanding video, every question I had as I was watching you answered two seconds later
@giobrach
@giobrach 2 жыл бұрын
This formula for repeated integration also appears when expressing the remainder of a Taylor polynomial approximation in the "integral form" - because, unlike the Peano, Lagrange, or Cauchy forms, it uses an integral
@badorni69
@badorni69 Жыл бұрын
Actually theres formulas for n-th derivatives for p much every function including chains, it's just usually a sum or product up to n, which isn't really expandable for non integer n, however they are p beautiful if you asked me!
@Vijwal
@Vijwal Жыл бұрын
Fun fact: to integrate (t-x)(f(x)), unless f(x) is a polynomial or some easy function, we would need to integrate x*f(x) using integration by parts, which requires us to find the double integral of f(x)
@ElusiveEel
@ElusiveEel Ай бұрын
1:43 John Gabriel's New Calculus mentioned!!?
@biscuit_6081
@biscuit_6081 9 күн бұрын
16:19 - No, Derivatives DO have a compression formula for various forms of derivatives. For one, we have Leibnitz theorem for nth derivative of a product of two functions, and many others for similar well-behaved functions like exponential, sin, cos, arctan, etc
@janihietalahti8667
@janihietalahti8667 7 ай бұрын
When I thought thta 2:30 part problem, I think we can just make this as general form where: ∬6x dx dx can be expressed as k*∬x^n where n =1, k=6 for example, if we take one integral as in our mind, we see that it grow up power n with +1. Also we have to take division k/(n+1) * ∫x^(n+1) dx we see how it end up, we can write basic form multi-integral as formula: (k / (∏(n+i,i,1,t)) )*x^(n+t) where k=constant, n=x's power on starting, t=number of integrals. for example, if we have ∭∭14 sqrt(x) dx^6 . We can write this as: 14/((n+1)(n+2)(n+3)(n+4)(n+5)(n+6)) * x^(n+6) where n =1/2 ((14)/(∏(n+i,i,1,t)))*x^(n+6)|n=((1)/(2)) and t=6 ▸ ((128*x^(13))/(19305))
@iamtraditi4075
@iamtraditi4075 2 жыл бұрын
This was fantastic! Keep it up!
@drew1998
@drew1998 2 жыл бұрын
Looks like this is really just replacing the "nested" integrals with other integrals that just happen to have a well known form (areas of rectangles, rectangular prisms, etc.). Reminds me of a video about the circumference of an ellipse having no closed-form constant w.r.t. axis, but a circle does - pi, but pi is just a special constant we've come to recognize and could easily define another constant for other ellipses
@vikraal6974
@vikraal6974 Жыл бұрын
Damn you really ended it with a plot twist. Fractional integrals and thereby opening doors to Fractional derivatives.
@fizzarubab8959
@fizzarubab8959 7 ай бұрын
Beautifully explained! Thank you!
@kcbandyopadhyay6747
@kcbandyopadhyay6747 2 жыл бұрын
Magnificent Meticulously Innovative Method ascertain the truly ideal Teacher
@lifthrasir1609
@lifthrasir1609 2 жыл бұрын
Nice cliffhanger at the end ;) waiting for a sequel!
@ChocolateMilkCultLeader
@ChocolateMilkCultLeader 2 жыл бұрын
Clicked for the impossible task. Stayed for the amazing explanation
@alejrandom6592
@alejrandom6592 2 жыл бұрын
Video starts around 3:40 Edit: turns out it's actually an amazing video ♡
@maxpetschack3342
@maxpetschack3342 2 жыл бұрын
Mark my words it's only a matter of time before this channel blows up
@Buddahabrot
@Buddahabrot 2 жыл бұрын
You know ; I just HATED it when he closed with a teaser about the Gamma- function and its role in computing a multiple integral. But that's the way to get more subscribers I suppose. And in my case : it WORKED. So I just subscribed and will DEFINITELY be back and recommend this channel to any math-geek I talk to. Keep up the good work: "Aux Revoir "......
@HaramGuys
@HaramGuys 2 жыл бұрын
It can also be thought as taking the integral with the greens function for (d/dx)^n operator
@gaHuJIa_Macmep
@gaHuJIa_Macmep 2 жыл бұрын
Exactly!
@ErdemtugsC
@ErdemtugsC 7 ай бұрын
The music and visuals are giving me nostalgia
@sinecurve9999
@sinecurve9999 2 жыл бұрын
Oh boy! Fractional calculus here we come!
@AlbertTheGamer-gk7sn
@AlbertTheGamer-gk7sn 8 ай бұрын
Also, another interesting thing is contour integrals. A contour integral is an integral that integrates over a boundary in any dimensions, unlike normal integrals, which only integrate in their respective dimensions. To differentiate the differentials of contour and normal integrals, we use s's rather than conventional letters, so dx -> ds, dA/dxdy/rdrdθ -> dS, dV/dxdydz/rdrdθdz/ρ^2*sin(φ)dρdφdθ -> dC (for cellular volume). Also, ds, dS, and dC are magnitudes of the dr, dS, and the dC vectors: dr = , dS = , dC = . These differentials are crucial in finding arclength, surface area, and cellular volume. For example, the arclength of a given function in 2-space is given by ds, which is √(1+y'^2)dx, √(x'^2+y'^2)dt, and √(r^2+r'^2)dθ. Surface area follows a similar pattern. The most common formula for surface areas are dS = sqrt(1+∂x+∂y)dA = |∂s x ∂t|dsdt, and 2πrds, from solids of revolution. Because of that, we can derive the formulas for cellular volume being sqrt(1+∂x+∂y+∂z)dV = |∂r x ∂s x ∂t|drdsdt, and 2πrdS. To evaluate contour integrals, you need to make sure your differentials are in magnitude form. Sometimes, they would already be in such form, like when you are trying to find the mass of a spring or a solid lamina, but most of the time, you are given a vector field and are trying to compute the circulation or the flux across a given path or surface, in this case, you must dot the vector field with the normal to turn it into a magnitude. You also need to parametrize the surfaces as well. However, there are some useful formulas: Fundamental Theorem: If a vector field is conservative, meaning it is the gradient of a function, a line integral is just taken as an ordinary antiderivative, as the differential of a multivariable function is just the gradient dotted with the dr vector. Divergence Theorem: The flux of a given vector field is proportional to its divergence and its interior content: ∯ F ∙ dS = ∭div F * dV, ∰ F ∙ dC = ⨌div F * dH Stokes' Theorem: The surface integral of a given vector field is proportional to its curl and its circulation: ∮ F ∙ dr = ∯ curl F ∙ dS
@pendragon7600
@pendragon7600 2 жыл бұрын
There is a way to compute iterated derivatives using matrix diagonalization. Since derivatives are regular invertible linear operators, they can be encoded as a diagonalizable matrix. Using eigenvalue decomposition to compute powers of this matrix and representing functions as vectors with real coefficients in a function space is equivalent to computing iterated derivatives.
@nilpunch2
@nilpunch2 Жыл бұрын
Holy.. Your's math is super fun!!!!
@ashwinjain5566
@ashwinjain5566 2 жыл бұрын
the cliffhanger at the end was better than most netflix shows ngl
@raifegeozay687
@raifegeozay687 2 жыл бұрын
16:10 we can prove this by induction, right?(show its true for n=1 and when this is true for n=k, show it must be true for n=k+1)
@jumisansu
@jumisansu 2 жыл бұрын
Thanks for this knowledge :> Hopefully I can use it when I encounter multiple integrals in my self study journey
@chloemccarthy2297
@chloemccarthy2297 2 жыл бұрын
A quick tip I learned in calculus classes that I think is good for anyone taking multivariable calculus: For an integrand of 1, 1 integral means 1 dimension of measurement. So a triple integral with 1 as the integrand measures volume. For any other integrand, n integrals means n+1 dimensions of measurement. So a double integral with a non-1 integrand measures volume. Sometimes its easier to define the shape in the integrals' limits, sometimes its easier to define the shape with less integrals and an integrand. Though not a rigorous statement in the least, it should still help those who just "need to pass". (Helpful for tutoring more than anything)
@AJ-et3vf
@AJ-et3vf 2 жыл бұрын
Awesome video! Thank you!
@krishnamania1
@krishnamania1 Жыл бұрын
Noice broooo keep making videos with moree quality over quantity
@sanjoynathgeometrifyingtrigono
@sanjoynathgeometrifyingtrigono 2 жыл бұрын
Interpreting things with geometrifying trigonometry give meaningful visualization for Cauchys repeated integrals
@andrewsantopietro3526
@andrewsantopietro3526 2 жыл бұрын
“How can I turn this double integral into a single integral?” “you integrate it, dummy.” “But I don’t wannnaaaaa 😭😭😭.”
@alexandersmeets5031
@alexandersmeets5031 2 жыл бұрын
the audacity you have to end this video on a cliffhanger!! Anyways, it was a really interesting video, thank you very much!!
@gaarasandguy
@gaarasandguy 2 жыл бұрын
I just realized the equation at 10:55 is essentially just a convolution where f(x) is any function and g(x)=x
@brian8507
@brian8507 2 жыл бұрын
Before watching video: cauchys integral formula for the nth derivative... and u can use negitive numbers to mean integrals.. but you gotta use gamma formula and complex numbers. But it works After watching video.. no cauchys integral formula is equivalent to the one you showed
@blackestbill7454
@blackestbill7454 Жыл бұрын
Amazing video and visualizations
@johnyeap7133
@johnyeap7133 2 жыл бұрын
Just beautiful and poetic
@alexandrkovalsky1711
@alexandrkovalsky1711 2 жыл бұрын
Great video, keep going!
@shoam2103
@shoam2103 2 жыл бұрын
17:45 This is a good lead in to your next video, fractional derivatives / integrals
@barrerasciencelabuniverse6606
@barrerasciencelabuniverse6606 2 жыл бұрын
Thankyou! I learned a lot! Very good!
@Inspirator_AG112
@Inspirator_AG112 2 жыл бұрын
O(1) formulas are incredibly powerful.
@geraltofrivia9424
@geraltofrivia9424 2 жыл бұрын
Amazing quality content
@Kram1032
@Kram1032 2 жыл бұрын
If you extend this to fractional integrals as you implied at the end, couldn't you just go negative and find derivatives as well, as silly as that might seem? I mean I know the gamma function spells trouble for negative integers, but you can totally do fractional values, right? Could be really useful for numeric *differentiation* though, as that tends to be much less stable than numeric *integration,* right? ('course a lot of the time the real way to go there is to just do algorithmic *symbolic* differentiation)
@Kram1032
@Kram1032 2 жыл бұрын
Oh you literally answer all that in the next video. I got this one recommended first oops
@pugglez4798
@pugglez4798 5 ай бұрын
Is there a way this could be expanded for multivariable funtions? Like the double integral of f(x,y)dx dy
@rat_king-
@rat_king- 2 жыл бұрын
@Morphocular heres one thing about differentiating.. it can go below 0 and integration can go above 0. why don't we regularly perform these functions? why do we infact simplify to cancelation as a rule? x^0 goes to # 1, but X^-1 is right there as a possibililty for the next differential. simarly the reverse for integration. why dont we go past these arbitary lines? Or is there something im missing?
@HanWeBlame
@HanWeBlame 3 ай бұрын
I wonder too, hope someone explains
@TechSY730
@TechSY730 2 жыл бұрын
Is this alternate way to think of nested integration related to how Lebesgue integration is considered superior for higher dimensions (input or output), as it tends to generalize cleaner than Reimann integration?
@pyrotas
@pyrotas 2 жыл бұрын
A quick note about the alleged fact that numerical derivatives are easier to compute than quadratures. Although technically yes, they usually need less function evaluations, most often numerical derivatives are quite unstable and a royal pain in the ass also for seemingly "easy" functions, whereas numerical integration is much less critical - saved some critical cases.
@deleted-something
@deleted-something 16 сағат бұрын
Can be done with derivatives too! (Not this but using Leibniz rule instead! Is pretty cool)
@tebourbi
@tebourbi 7 ай бұрын
15:35 D.I method: am I a joke to you?
@JanR1995
@JanR1995 Жыл бұрын
I definitely learned about that in university, but completely forgot - or didn't understood back then.
@sumedh-girish
@sumedh-girish 9 ай бұрын
Nested Integral : You can't beat me, I'm compressible. Derivative: You're right I can't. But he can. (d2y/dx2)
@UnrivaledLimit0500
@UnrivaledLimit0500 2 жыл бұрын
This video was a trip.
@Schlaousilein67
@Schlaousilein67 2 жыл бұрын
Nice video, thank you !
@IvyANguyen
@IvyANguyen Жыл бұрын
Very fascinating!
@Abhi-kr6df
@Abhi-kr6df 2 жыл бұрын
You made my day
@diemme568
@diemme568 2 жыл бұрын
beautiful video
@michaelhanford8139
@michaelhanford8139 2 жыл бұрын
👍👍I think i remember learning this formula in 'calc 3', multivariable calc
@oke5403
@oke5403 Жыл бұрын
The expression under the transformed single integral reminds me a lot of a Lebesgue integral in a way, being a value of the function times the measure of the interval at which it takes that value, is there a connection here in some way to integration with respect to measure?
@BRunoAWAY
@BRunoAWAY 2 жыл бұрын
I was thinking that IS the lebesgue integration applied tô dimensional reduction on definite multidimensional integrals
@null8363
@null8363 7 ай бұрын
If I'm not wrong, there is a formula for n-th derivative, which can be treated as a compression
@null8363
@null8363 7 ай бұрын
Michael Penn derived it in a video
@Tclack
@Tclack 2 жыл бұрын
Is this related to stoke's theorem? (not the surface integral to integral of divergence of a function over a volume, but the more general one) From what I understand it's a generalization of this "integral reduction" we see with the fundamental theorem of calculus, divergence theorem and the "little" stoke's theorem taught in a first course on vector calc.
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