Asymptotics and perturbation methods - Lecture 1: Asymptotic expansions

Ғылым және технология

This is the introductory lecture in an applied math course on asymptotics and perturbation methods, offered by Prof. Steven Strogatz at Cornell University in Spring 2021.
NOTES FOR THE ENTIRE COURSE:
My handwritten lecture notes are freely available here:
drive.google.com/drive/folder...
For notes in LaTeX, kindly written by Arka Bokshi, see this link on GitHub:
github.com/arkabokshi/asympto...
COURSE DESCRIPTION:
Asymptotic methods and perturbation theory are clever techniques for finding approximate analytical solutions to complicated problems, by exploiting the presence of a large or small parameter. This course is an introduction to such methods and their applications in various branches of science and engineering.
The prerequisites are a knowledge of basic calculus and differential equations at an undergraduate level. The course emphasizes concrete examples, intuition, and applications to science and engineering, rather than theorems, proofs, and mathematical rigor. The treatment is friendly yet careful.
Topics include asymptotic expansion of integrals via Laplace's method, stationary phase, steepest descent, and saddle points. Perturbation methods for differential equations include dominant balance, boundary layer theory, multiple scales, and WKB theory. Most of the examples in the course deal with integrals or ordinary differential equations, but if time permits, we might also discuss some applications involving partial differential equations and difference equations.

Пікірлер: 46

  • @maqsoodalam
    @maqsoodalam2 жыл бұрын

    Sir. I am a big fan of your teaching. your book " Nonlinear Dynamics & Chaos" is simply the best. I taught many times in my university. Love from Pakistan.

  • @ShinjiCarlos
    @ShinjiCarlos Жыл бұрын

    Thank you so much for these lectures again, Professor Strogatz! I will be following your contents and I look forward for the next ones!

  • @emanik2
    @emanik22 жыл бұрын

    Glad to see these available online. Thanks.

  • @artcellCTRL
    @artcellCTRL3 жыл бұрын

    im so grateful that these lectures are available online, they are so valuable. thank you sir!

  • @ayushparajuli1330
    @ayushparajuli13302 жыл бұрын

    Thank you for this wonderful lecture and the entire series Prof. Strogatz.

  • @fanbu728
    @fanbu7282 жыл бұрын

    My mentor recommended this course to me, and it's amazing! Now my life goal is to become as great a teacher as Steven:)

  • @tapioms
    @tapioms2 жыл бұрын

    just wonderful, simple, direct and elegant lecture

  • @matteovissani1071
    @matteovissani10713 жыл бұрын

    This lecture is amazing. Thanks for this content.

  • @yoavmatia
    @yoavmatia3 жыл бұрын

    Fascinating! cannot wait for the next lecture!

  • @andrewphillip8432
    @andrewphillip84323 жыл бұрын

    Awesome lecture! Looking forward to the next one

  • @galas062
    @galas0623 жыл бұрын

    thank you!!! this is wonderful....

  • @renudhadwal4986
    @renudhadwal49863 жыл бұрын

    Thank you for posting it. Very interesting lecture. Looking forward to more.

  • @kkfff738
    @kkfff7383 жыл бұрын

    Best instructor. Thank you so much Prof. Strogatz for sharing knowledge with us

  • @07sanjeewakaru
    @07sanjeewakaru Жыл бұрын

    Wow..Thanks million dear sir...

  • @FranciscoRodrigues
    @FranciscoRodrigues3 жыл бұрын

    Very interesting. Thanks for sharing! I am also sharing my lecture online, but they are in Portuguese :-)

  • @sadekmoh9915
    @sadekmoh99152 жыл бұрын

    for F(10)...how are we can evaluate it numerically where it's has infinite interval..

  • @damongardner
    @damongardner5 ай бұрын

    Thank you.

  • @lakshminarayan6017
    @lakshminarayan6017 Жыл бұрын

    Can someone tell me what are the prerequisites for this course.

  • @arielkool1
    @arielkool111 ай бұрын

    Is there a chance to get your notes of this course ?

  • @nidhigoyal8893
    @nidhigoyal88932 жыл бұрын

    what is a closed form ? can anyone explain in comment section please!!

  • @mathyland4632
    @mathyland46323 жыл бұрын

    Why are there so many ads?

  • @ankitsahay1892
    @ankitsahay18923 жыл бұрын

    On a side note, the wallpaper on your desktop is gorgeous!

  • @abdshbli8343
    @abdshbli83433 жыл бұрын

    i wich that u have an course in complex analysis

  • @sadafsadafzahid3764
    @sadafsadafzahid37648 ай бұрын

    kindly sir, make a video on ''Ritz method & its applications'' also.

  • @amirsolgi1659
    @amirsolgi16599 ай бұрын

    Hello, Professor S. Strogatz I didn't know how to contact you sir, so I just wrote it here. Sir, would it be possible for you to explain HPM methods(Homotopy Perturbation Methods) ?

  • @Singuls
    @Singuls2 жыл бұрын

    If g(x) = 0 for some x then we have a problem with the definition of ~. It is better to say that f ~ g at x0 iff there exists function h such that [h(x) -> 1 as x -> x0] & [f = h • g]. Here we assume that D(f) = D(g) = D(h). Thanks a lot! I'm not familiar with English but nevertheless I couldn't stop listening until the end of the lecture.

  • @zl84841g
    @zl84841g3 жыл бұрын

    What software is used here to write out the lecture material?

  • @kritisehgal9840

    @kritisehgal9840

    3 жыл бұрын

    It seems Notability app on iPad.

  • @forheuristiclifeksh7836
    @forheuristiclifeksh783615 күн бұрын

    1:00

  • @sandeepjoy9442
    @sandeepjoy94423 жыл бұрын

    Are these lecture notes available somewhere? It'd be great to have them.

  • @connordavis4766
    @connordavis47663 жыл бұрын

    I've been frustrated for ~5 years that in this context, "formal" literally means "informal."

  • @ilovethesmellofdbranesinth7945

    @ilovethesmellofdbranesinth7945

    2 жыл бұрын

    Actually there's a formal meaning of formal which I think Prof. Strogatz was informally using :)

  • @dhawkins1234

    @dhawkins1234

    Жыл бұрын

    There are two different definitions-one is formal as in, manipulating the form without regard to the underlying meaning, and the other is what we typically think of as formal in math, i.e. obeying rigorous standards of proofs etc.

  • @dhawkins1234

    @dhawkins1234

    Жыл бұрын

    The 3rd sense from the Oxford dictionary is: "of or concerned with outward form or appearance, especially as distinct from content or matter." Which is closer to how the Prof was using it.

  • @gwhammett
    @gwhammett2 жыл бұрын

    Great lecture! Tiny trivial typo around t=t=8:45, in the equation at the bottom, in the square brackets, there are sign errors in the last two terms, so it should be: [...] = 1 - t + t^2 - t^3 + ... This typo was fixed in intermediate steps and so does not propagate to later equations.

  • @JgvnkhgbbKhrfhutfhk
    @JgvnkhgbbKhrfhutfhk3 жыл бұрын

    I see that this isn't the first time the lecture is being taught, is it the first time his lectures on this subject being recorded?

  • @peterpeterson7018
    @peterpeterson7018 Жыл бұрын

    this lecture

  • @maxwellsdaemon7
    @maxwellsdaemon73 жыл бұрын

    In his definition of the asymptotic expansion, Strogatz seems to have neglected or failed to discuss the properties of the sequence of coefficients a_i. If his description is accurate, I am very surprised that the coefficients are in a sense determined by the phi functions. (Update: wikipedia confirms this).

  • @nickpreetic4670

    @nickpreetic4670

    3 жыл бұрын

    in my understanding there is no constraint on the coefficients, they are completely determined by the asymptotic scale (the phi's) and the function whose asymptotic expansion you are determining

  • @nickpreetic4670

    @nickpreetic4670

    3 жыл бұрын

    in fact, there's a theorem Borel Ritt theorem which says given any sequence of complex numbers, there is an analytic function with an asymptotic series with those coefficients. This was always very surprising to me

  • @maxwellsdaemon7

    @maxwellsdaemon7

    3 жыл бұрын

    @@nickpreetic4670 That is an interesting theorem. What was also counterintuitive is that in that example Prof. Strogatz gave, the improper integral of exp(-xt)/(1+t), the coefficients in its asymptotic function increases with n (n!).

  • @nickpreetic4670

    @nickpreetic4670

    3 жыл бұрын

    @@maxwellsdaemon7 There's a whole theory of divergent series out there, my research (the field is called resurgence theory) is very related to this (PhD student here). They occur naturally in the form of asymptotic series for ODEs and you can actually sum them! If you're interested, the beginnings go back to Euler, Hardy and Borel and the method of Borel Summation (more modern method is Borel_Ecalle Summation) allows you to handle some divergent series but not all

  • @maxwellsdaemon7

    @maxwellsdaemon7

    3 жыл бұрын

    @@nickpreetic4670 I wasn't previously aware of the term or field "resurgence theory", but after I googled, I see it has applications to QFT, which makes sense.

  • @agustincorrea9729
    @agustincorrea97292 жыл бұрын

    well, well,well, ELO 3000 as GM Chess master

  • @forheuristiclifeksh7836
    @forheuristiclifeksh783615 күн бұрын

    1:00

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