Chaos Theory: the language of (in)stability

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  • เผยแพร่เมื่อ 10 พ.ค. 2024
  • The field of study of chaos has its roots in differential equations and dynamical systems, the very language that is used to describe how any physical system evolves in the real world. This video aims to tell the story of chaos step by step, from simple non-chaotic systems, to different types of attractors, to fractal spaces and the language of unpredictability.
    Timestamps:
    00:00 - Intro
    02:17 - Dynamical Systems
    04:11 - Attractors
    06:28 - Lorenz Attractor: Strange
    08:54 - Lorenz Attractor: Chaotic
    Music by:
    Karl Casey @ White Bat Audio
    • 80s Horror Cinematic T...
    • Cyberpunk Dark Synthwa...
    / @whitebataudio
    LAKEY INSPIRED
    / lakeyinspired
    / @lakeyinspired
    Lucas Tie
    • Video
    / @offline8244
    References
    Chaos: The Mathematics Behind the Butterfly Effect - James Manning
    www.colby.edu/mathstats/wp-co...
    YFX1520 Nonlinear Dynamics Lecture 9 - Dmitri Kartofelev
    www.ioc.ee/~dima/YFX1520/Lect...
    Attractors: Nonstrange to Chaotic - Robert L. V. Taylor
    evoq-eval.siam.org/Portals/0/P...
  • วิทยาศาสตร์และเทคโนโลยี

ความคิดเห็น • 495

  • @LucasMalandrino
    @LucasMalandrino 3 ปีที่แล้ว +1944

    That transition to master oogway was so smooth, I'm still shocked

    • @abhijithcpreej
      @abhijithcpreej 3 ปีที่แล้ว +54

      He has an Oogway with words.

    • @joezcool
      @joezcool 2 ปีที่แล้ว +52

      the fact that this was top comment put me on edge like the whole video until the transition

    • @RodrigoTakehara
      @RodrigoTakehara 2 ปีที่แล้ว +7

      The video was so well made and well explained, and had no self promotion at all, I was predicting it would have some “please like and subscribe”, I didn’t predict that transition at all

    • @fjames208
      @fjames208 2 ปีที่แล้ว

      Me too

    • @Thisisnotmyrealname8
      @Thisisnotmyrealname8 2 ปีที่แล้ว

      I fainted.

  • @bramlentjes
    @bramlentjes 3 ปีที่แล้ว +1404

    As a graduate student in Mathematics with speciality in (infinite dimensional) dynamical systems and differential equations, I must admit this has to be one of the most beautiful videos on the internet about this topic!

    • @Gonkee
      @Gonkee  3 ปีที่แล้ว +64

      Appreciate that!

    • @GS-hv9rd
      @GS-hv9rd ปีที่แล้ว +17

      So when you go on a date, how exactly do you tell them you’re a genius? Just say what you’re studying? Or maybe save that fo when you need to confuse them really quickly.. Haha. Talk about setting the bar high…

    • @QuincySterloidDoogan
      @QuincySterloidDoogan ปีที่แล้ว +14

      @@GS-hv9rd Most intelligent people are humble so he most likely doesn't make a big deal about it, he simply tells them.

    • @tg_kaneki4371
      @tg_kaneki4371 ปีที่แล้ว +13

      @@QuincySterloidDoogan truly intelligent people know they aren't truly intelligent so he'd most likely just not say anything ab being a genius (he definitely is tho)

    • @andrewacornwell8678
      @andrewacornwell8678 ปีที่แล้ว

      th-cam.com/video/uzJXeluCKMs/w-d-xo.html

  • @nix3l_
    @nix3l_ 3 ปีที่แล้ว +642

    You are CRIMINALLY underrated my guy. You explain everything clearly and keep me interested all throughout. The animations are stellar and you make everything feel intuitive.
    Edit: he just quoted master oogway, we need more people like you

    • @Gonkee
      @Gonkee  3 ปีที่แล้ว +32

      Thank you, I appreciate it!

    • @itsjustleo3371
      @itsjustleo3371 2 ปีที่แล้ว +2

      jellyfish logo, very creotive!

    • @natew4724
      @natew4724 2 ปีที่แล้ว

      @@itsjustleo3371 It's Jeremy from Creosphere

    • @eccentricity23
      @eccentricity23 2 ปีที่แล้ว +1

      Yeah, I have seen similar videos by Veritasium and 3Blue1Brown, and this is on par or better. I would like to study this field more academically once I have reached a sufficient level of education :)

    • @duccline
      @duccline 2 ปีที่แล้ว

      YO WTF CREO JELLYFISH

  • @legalnut9950
    @legalnut9950 3 ปีที่แล้ว +216

    I like how we are the og fans of this channel xD

  • @FunkyJeff22
    @FunkyJeff22 3 ปีที่แล้ว +308

    How do you do research for your videos? You've covered so many different topics in different fields more in depth than most popular science channels do. It's impressive.

    • @Gonkee
      @Gonkee  3 ปีที่แล้ว +196

      I google the topic with filetype:pdf at the end

    • @SYBIOTE
      @SYBIOTE 3 ปีที่แล้ว +12

      @@Gonkee so research papers mainly?

    • @davidherrera4837
      @davidherrera4837 2 ปีที่แล้ว +48

      @@SYBIOTE Research papers are sometimes very dense. However, you can find many tutorials and introductions online.
      For instance, he nicely summarized a part of what you would get in a course in nonlinear analysis.

    • @abraruralam3534
      @abraruralam3534 7 หลายเดือนก่อน +1

      There is a huge market for research paper to infotainment conversion.

  • @teehee2589
    @teehee2589 2 ปีที่แล้ว +39

    If anyone, like me, was confused by the apparent intersection at 7:45, remember that the curve is actually in 3D. The x and y values might be the same but the z value will be different.

    • @valaysalve2388
      @valaysalve2388 2 ปีที่แล้ว +4

      Also it is the del vector, that doesn't match up, if it were to match the the initial position for next step would be the same, making a loop.

  • @darioisakovic7802
    @darioisakovic7802 2 ปีที่แล้ว +49

    "Do you still think there's nothing to chaos theory?"
    - Half Life Scientist

  • @nicolasgiaconia8051
    @nicolasgiaconia8051 3 ปีที่แล้ว +124

    This is such high quality work!
    Thank you very much for your effort, it is really appreciated!

  • @doommarine4239
    @doommarine4239 2 ปีที่แล้ว +6

    I feel like this is one of those videos that you would only watch at 3 a.m. and I love it.

  • @tomaszmuza1957
    @tomaszmuza1957 2 ปีที่แล้ว +7

    What a quality of production. I'm amazed this needs more recognition

  • @nonamenofamily405
    @nonamenofamily405 3 ปีที่แล้ว +4

    The best video on chaos theory I've seen, and I've seen a lot! Clear and simple yet not trivial. Perfect balance between maths, graphics and explanations. Congrats 👍

  • @mohamedlotfi982
    @mohamedlotfi982 2 ปีที่แล้ว +2

    Simply put, that was by far the best introductory video on chaos theory I have seen out of 10s of videos I have watched. Truly wonderful!

  • @saikatmajumder3284
    @saikatmajumder3284 2 ปีที่แล้ว +3

    I can't believe you used my favourite quote in a video about my favourite topic! You deserve more man! Keep up the good work!!

  • @vaheakli4551
    @vaheakli4551 2 ปีที่แล้ว +3

    Absolutely beautiful. Thank you for your decision to start to make videos. Your videos are radiance of millions of stars in the sky of youtube!

  • @erichopp244
    @erichopp244 3 ปีที่แล้ว +1

    This is some high quality stuff! Definitely proud to be one of your early fans ;)

  • @CrosSeaX
    @CrosSeaX 2 ปีที่แล้ว +1

    Bro this video is absolutely an incredible job! Love the details, the simplicity, the smooth logic, and the visual presentation. You should definitely keep this up cuz bro video like yours makes me wanna learn more and learn harder and you cannot refuse anyone who wants to learn.

  • @henryg7474
    @henryg7474 3 ปีที่แล้ว +7

    I was just stuck on a chapter of a book about this exact subject, perfect timing!

  • @TheGamingHungary
    @TheGamingHungary 3 ปีที่แล้ว +26

    Doing mechanical engineering modelling, I so wish you were my math teacher this semester. You basically covered more topics in 13 minutes, which our prof failed to make us understand and learn in 13x6x45minutes.
    This is just beautiful, something that is worth to learn, study but it was not taught too well.

    • @brianriely8107
      @brianriely8107 2 ปีที่แล้ว +1

      where does the 6 come from? I would have expected 13x3*45

  • @CreaniKun
    @CreaniKun 2 ปีที่แล้ว +3

    11:04 that was so interesting, and extremely new for me, I've never seen such a calculation and it was so helpful! Definitely worth a sub, keep up the great work dude!

  • @kofiekue7386
    @kofiekue7386 2 ปีที่แล้ว +1

    the quality of your videos is insane, underrated af

  • @carly09et
    @carly09et 2 ปีที่แล้ว +7

    Nice, thank you for this. I was looking for a reminder of the Lorenz's Attractor. This is very clear, I have been thinking on this for over fifty years AND I learned something from this presentation. Thank you again. The problem I'm looking at is the measuring of the measuring of REAL's

  • @Scrawlerism
    @Scrawlerism 2 ปีที่แล้ว

    Just found you and loving all of these. Please don’t stop having as much of the math and code in the vids as possible!

  • @alexfan3279
    @alexfan3279 2 ปีที่แล้ว +6

    I’ve been learning Nonlinear Systems, which also introduced phase plane, equilibrium types and Lyapunov stability.
    Your video is awesome. I found the contents familiar and intelligible. I’m now expecting to learn more about chaos.

  • @inon4037
    @inon4037 3 ปีที่แล้ว +35

    NEW VIDEO WOOOOOOOOO

  • @no-bk4zx
    @no-bk4zx 3 ปีที่แล้ว +18

    So, I discovered your channel when you had just dropped the Music and Sound Synthesis video and I have to say, you are incredibly underrated, as other commenters have also pointed out. For 17K subs, the level of visuals and detailed explanations without making it super complex is a very tough task and it seems like you have perfected it witt only 5 videos lol.
    Amazing channel, keep uploading and some day you will blow up. Trust me. The only TH-camr I can think of with a similar video style would be Zach Star(aka MajorPrep) but your visuals have a higher detail and quality to it.
    I have really no criticism except at some parts it felt like you were going a little bit too fast but to be honest, great work, keep doing this and please don't stop putting memes in your videos just make sure to not do too much of it ( That Master Oogway quote at the end was brilliant ).
    I am sure you will blow up soon so don't forget me ;).

  • @priyadarshimukherjee9571
    @priyadarshimukherjee9571 2 ปีที่แล้ว +1

    That was smooth...really smooth! I don't think that I have come across any video till date that explains chaos in simpler terms.

  • @LorddirtGaming
    @LorddirtGaming 2 ปีที่แล้ว +5

    that ending was amazing, especially with the music

  • @bonkybonk_ow2793
    @bonkybonk_ow2793 2 ปีที่แล้ว +3

    usually i put videos like this on 1.5 because of my brain dead attention span, but you managed to keep me interested, good job!

  • @chemaguerra1635
    @chemaguerra1635 2 ปีที่แล้ว +1

    These videos are GOLD. Thank you!

  • @niels.m
    @niels.m 2 ปีที่แล้ว +1

    Amazing video! You're gonna blow up in no time!

  • @Himanshu-wg3ib
    @Himanshu-wg3ib 3 ปีที่แล้ว +3

    This video explained this concept so well. Thanks a lot man :)

  • @Chadderbox
    @Chadderbox 2 ปีที่แล้ว +1

    This man comes once every few months and pops up in my subscriptions tab, and I just have to immediately drop everything and take a peek.

  • @EggoTree
    @EggoTree 2 ปีที่แล้ว +1

    great video, thanks man. I've been wondering about this stuff for a while

  • @juliankandlhofer7553
    @juliankandlhofer7553 3 ปีที่แล้ว +2

    You know what's also a gift? Your channel!
    Awesome as always 👍👍

  • @alchemist2048
    @alchemist2048 2 ปีที่แล้ว +16

    Your quality is unbelievable, massively underrated. You should expand to doing contents on other things such as mysteries , strange events , frauds , unsolved cases, explaining complex things(quantum computers, blackholes etc..). You've got the soothing voice and editing skills , perfect match for an educational channel. After Lemmino and ColdFusion , I add Inspecto to my list.

  • @mecidgaliba2854
    @mecidgaliba2854 3 ปีที่แล้ว +3

    Wow, I am amazed! Thanks for this gem.

  • @nejcbezget47
    @nejcbezget47 2 ปีที่แล้ว +8

    Great video! The transitions between different sections remind me of Lemmino

    • @Gonkee
      @Gonkee  2 ปีที่แล้ว +4

      That's exactly what I was going for :)

  • @truffleshuffle314
    @truffleshuffle314 2 ปีที่แล้ว +2

    Really good introduction, good luck on the channel my guy

  • @Julian-tf8nj
    @Julian-tf8nj ปีที่แล้ว +1

    superbly presented in an unbelievably concise manner! Thanks!

  • @salmon4402
    @salmon4402 3 ปีที่แล้ว +1

    Very few channels get a subscribe, on the first video I watch of them, and even fewer get a bell, good job my dude =)

  • @sheltondany8209
    @sheltondany8209 2 ปีที่แล้ว +3

    damn bro that was the coolest thing this week !

  • @PolychoronProductions
    @PolychoronProductions 3 ปีที่แล้ว +5

    How did you animate the slope field at 2:08? My guess is manim but I'd be curious to see if there are other options.

  • @baaaaaaaaaaaaaaaaaaaaaaam
    @baaaaaaaaaaaaaaaaaaaaaaam 2 ปีที่แล้ว

    Wow I have not been paying attention to the number of views on these videos
    your channel is criminally underrated

  • @miguelgomezsierra5662
    @miguelgomezsierra5662 2 ปีที่แล้ว +1

    This is my new favorite channel

  • @Baahaz
    @Baahaz 2 ปีที่แล้ว +3

    This is an amazing video. Thank you.

  •  2 ปีที่แล้ว +2

    How amazing is that! Thank you very much.

  • @Angel-vc3bw
    @Angel-vc3bw 3 ปีที่แล้ว +8

    Everytime you post a video it feels like christmas

  • @ericornelasmath
    @ericornelasmath 2 ปีที่แล้ว +1

    This is god damn incredible. Quality Quality video and channel.

  • @dylanpainterisexistential
    @dylanpainterisexistential 3 ปีที่แล้ว +1

    This is so cool! Awesome and very well explained video

  • @nyscersul42
    @nyscersul42 2 ปีที่แล้ว

    Beautifully done video. Attractive visually, well described, and... in some ways most important, the pause for thought between statements. *subscribed* :)

  • @gehteuchnichtsan7911
    @gehteuchnichtsan7911 3 ปีที่แล้ว +3

    Damn. This was awesome. Your explanation on this topic was so simple and elegant. Thank you. This topic one of the most interesting I think because I believe that this is how nature and evolution works. It's genius how it's possible to use the language of mathematics to describe it but it still is impossible to predict nature.

  • @marco4570
    @marco4570 2 ปีที่แล้ว

    Amazing content. Love your programming videos and general sense for graphical presentation

  • @arthsojitra53
    @arthsojitra53 2 ปีที่แล้ว

    Such a beautiful explanation !!

  • @carlosmelochupas1189
    @carlosmelochupas1189 2 ปีที่แล้ว +1

    This is awesome, please keep doing it.🥇

  • @lachlancooke
    @lachlancooke 3 ปีที่แล้ว +57

    “There are no accidents” - Master Oogway

    • @anhbayar11
      @anhbayar11 2 ปีที่แล้ว +1

      "World is full of accidents and chaos"
      - who cares(name)

    • @shakisyaboi991
      @shakisyaboi991 2 ปีที่แล้ว +1

      @@anhbayar11 happy little accidents

  • @BLAISEDAHL96
    @BLAISEDAHL96 2 ปีที่แล้ว +1

    Thank You for this.

  • @jocker6271
    @jocker6271 2 ปีที่แล้ว +1

    Very high quality video, I have no complaints
    Edit: also love the music choice, I am a big fan of synthwave

  • @krishna2803
    @krishna2803 3 ปีที่แล้ว +2

    thanks for the amazing content mate :)

  • @abdelrahmansalah8602
    @abdelrahmansalah8602 2 ปีที่แล้ว +1

    How on earth you are not +1 million subscribers? Your content is wonderful !

  • @donovanholm
    @donovanholm 3 ปีที่แล้ว +7

    This is why I subbed!

  • @okay2037
    @okay2037 2 ปีที่แล้ว +2

    High quality shit man keep it up you’ll be big one day

  • @ujjwalpandey1571
    @ujjwalpandey1571 2 ปีที่แล้ว +6

    This is why I still have an internet connection my dude!!
    thank you for the amazing perspective!!
    EDIT: Why aren't you having a discord server already?!

  • @brianriely8107
    @brianriely8107 2 ปีที่แล้ว +1

    An amazing video--excellent presentation

  • @solphe
    @solphe 2 ปีที่แล้ว

    Unpredictable ending - great way to give an example of the Chaos Theory using the actual punchline

  • @BinyaminTsadikBenMalka
    @BinyaminTsadikBenMalka 3 ปีที่แล้ว +2

    Good job, earned my sub!

  • @eapenninan4950
    @eapenninan4950 2 ปีที่แล้ว

    Plain,simple,powerful. Congrags

  • @willrandall4012
    @willrandall4012 2 ปีที่แล้ว

    Such a high quality video!

  • @omidpakbin
    @omidpakbin 4 หลายเดือนก่อน

    Fantastic video! Great job.

  • @AICoffeeBreak
    @AICoffeeBreak 2 ปีที่แล้ว +1

    This video is so great! 💪

  • @CHIKIPLEITOS
    @CHIKIPLEITOS ปีที่แล้ว

    LOVE THE CONTENT

  • @mrmr4737
    @mrmr4737 3 ปีที่แล้ว +103

    What software do you use to make these BEAUTIFUL animations?

    • @LimitedWard
      @LimitedWard 3 ปีที่แล้ว +22

      He could be using manim, the software developed by 3blue1brown: github.com/3b1b/manim

    • @Nobuhara
      @Nobuhara 3 ปีที่แล้ว +33

      In his video about epidemiology - th-cam.com/video/xsmV6Oi1k7o/w-d-xo.html
      He answered someone - "I'm writing my own graphics library with Java as I make these videos, which uses LWJGL and NanoVG."
      Edit: Thanks @LimitedWard, I was actually searching for this!

    • @FractAlkemist
      @FractAlkemist 2 ปีที่แล้ว +6

      It isn't difficult. For the dual Lorenz animation around 8:00 I wrote a program and you can get it free here:
      www.fractal-animation.net/progz/filez.html
      .

    • @luluthecat1570
      @luluthecat1570 2 ปีที่แล้ว

      He said on his video that he uses a program coded by himself

  • @Andrew.baltazar
    @Andrew.baltazar 2 ปีที่แล้ว

    Quickest sub in a while

  • @tupacalypse88
    @tupacalypse88 9 หลายเดือนก่อน

    My man you blow my mind every video please keep doing you buddy 👍👍👍

  • @iainmackenzieUK
    @iainmackenzieUK 3 ปีที่แล้ว

    nice summary of Chaos. Thank you

  • @psibarpsi
    @psibarpsi 3 ปีที่แล้ว +1

    Glad to be here before this channel blows up.

  • @drxyd
    @drxyd ปีที่แล้ว

    Beautiful video.

  • @valaysalve2388
    @valaysalve2388 2 ปีที่แล้ว

    The return of the legend

  • @ChocolateMilkCultLeader
    @ChocolateMilkCultLeader ปีที่แล้ว

    This is beautiful

  • @HU5541N
    @HU5541N ปีที่แล้ว +1

    Loved it, Good explaination
    ❤❤❤

  • @christopherwalsh3101
    @christopherwalsh3101 2 ปีที่แล้ว

    the music for the transition slides was dope!

  • @irmakakyldz1382
    @irmakakyldz1382 ปีที่แล้ว

    I'm flabbergasted how this video is so informative and visually sophisticated... the outro really made me question my worth and aim in life though. thanks man!!!

  • @Attewir
    @Attewir 3 ปีที่แล้ว +13

    Just interacting for algorithm points to you!

  • @mpbiggame1010
    @mpbiggame1010 ปีที่แล้ว

    brilliant video. thank you

  • @dundee2858
    @dundee2858 2 ปีที่แล้ว

    Best math channel on TH-cam hands down

  • @ZephirFX
    @ZephirFX 3 ปีที่แล้ว

    That's purely excellent

  • @ConnoisseurOfExistence
    @ConnoisseurOfExistence 2 ปีที่แล้ว

    Awesome!

  • @elimain1261
    @elimain1261 2 ปีที่แล้ว +1

    This is an excellent video

  • @brendawilliams8062
    @brendawilliams8062 2 ปีที่แล้ว

    It is nice as far as the subject matter. Thx.

  • @madmaths2568
    @madmaths2568 ปีที่แล้ว

    Great video dude:)

  • @hortonzkog609
    @hortonzkog609 2 ปีที่แล้ว

    Broh, you really had this great explicite explanition! Really comprehensive! Excuse to my very chaotic spelling and what not.

  • @marcobrunacci6221
    @marcobrunacci6221 2 ปีที่แล้ว +4

    Really well presented video! Also I had no idea that lambda stood for something. I always thought it was some arbitrarily assigned coefficient. There's definitely always something new to learn

  • @lukedigiovanna9544
    @lukedigiovanna9544 3 ปีที่แล้ว +3

    Wtf i finished this video expecting it to have at least 50k views. U deserve better 😭

    • @aka1782
      @aka1782 3 ปีที่แล้ว

      wtf sameee 😭

  • @lamarnash2439
    @lamarnash2439 ปีที่แล้ว

    Thank you, this was a wonderful lesson

  • @Brazil-loves-you
    @Brazil-loves-you 3 ปีที่แล้ว +2

    Wow I liked this video very much, it is very easy to follow

  • @tcreate.s
    @tcreate.s 2 ปีที่แล้ว

    Awesome Quote!

  • @christosgalanis5984
    @christosgalanis5984 2 หลายเดือนก่อน

    Watching this well structured and informative video in 2024. You did a really great job. Thank you for your knowledge shared and your time!

  • @MrAman47
    @MrAman47 2 ปีที่แล้ว

    I like the way you present stuff, also, ending made me giggle.

  • @hortonzkog609
    @hortonzkog609 2 ปีที่แล้ว +1

    imagine there is this kind of a user-friendly public website/resources where it has a great amount of tutorial about physics featuring the pros and cons with a very direct fat information and data.

  • @SAAARC
    @SAAARC 2 ปีที่แล้ว

    Excellent video

  • @kjaanishji2595
    @kjaanishji2595 ปีที่แล้ว

    Great ending point!