Matrix Condition Number and Matrix Norms - Well conditioned or Ill conditioned (Numerical Methods)

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  • Опубліковано 25 гру 2024

КОМЕНТАРІ • 90

  • @realfreezy912
    @realfreezy912 4 роки тому +14

    Dude. The amount of time you have so search for an explanation like yours is gigantic. Finally a awesome explanation. THANK YOU

    • @zacharywarner1806
      @zacharywarner1806 4 роки тому

      Right!? It's like the condition numbers of a matrix are hidden knowledge only accessible through the most abstract of proofs.

  • @dogansehitogullar2696
    @dogansehitogullar2696 2 роки тому +2

    The best video for condition number of matrix ! Perfect explanation ever with simple examples. Thanks a lot 😊

  • @sunshine4sn
    @sunshine4sn 4 роки тому +18

    This is the best explanation I've found anywhere!! Thank you so much for making it make sense!

  • @spirospolitis6939
    @spirospolitis6939 5 років тому +36

    Clear explanation :-) I would argue, however, that @5:25 the notation is a bit confusing, since the norm subscripts usually indicate L1 and L2 norms respectively.

  • @LoLSlowMotions
    @LoLSlowMotions 7 років тому +11

    Ur amazing dude thank u so much! Greetings from TURKEY - Yildiz Technical University 👍

    • @blaketabian512
      @blaketabian512  7 років тому +2

      LoL Slow Motions thanks! I’m glad I️ can help. Share my videos with your friends! xD

  • @shadrinan90
    @shadrinan90 26 днів тому

    You’ve answered all questions that I had. Thank you!

  • @shou-yickho2845
    @shou-yickho2845 3 роки тому

    Its unlikely you will see this but buddy, you condensed so much of the content that my lectuerer could never do

  • @relativisticcat
    @relativisticcat 3 роки тому +2

    Fantastic. Clear and concise with an example, thank you!

  • @xavianmarotta
    @xavianmarotta 6 років тому +4

    Perfect explanation. Thank you for actually doing a problem and finding the condition number.

    • @blaketabian512
      @blaketabian512  6 років тому

      Xavian Marotta glad you could find it useful!

  • @hans3331000
    @hans3331000 6 років тому +9

    i have matlab celiac disease and this video benefits me greatly

  • @adityanarain5069
    @adityanarain5069 5 років тому +2

    Greetings from the subcontinent Blake. The video is very helpful for beginners like me. Thanks a lot.

  • @adamdejong7535
    @adamdejong7535 7 років тому +7

    just the video I was looking for! Great Job!

  • @tomerweinbach4059
    @tomerweinbach4059 2 роки тому

    So much vital and well explained information at once, excellent!

  • @quytrungtrannguyen7905
    @quytrungtrannguyen7905 4 роки тому +1

    Basic and understandable. Well done mister i really appreciate it.

  • @kailashkumargautam313
    @kailashkumargautam313 6 років тому +2

    Excellent..
    This video z vry helpful to understand condition number and norm in vry easy way..
    Thanx a lot..

  • @sarahweissman3570
    @sarahweissman3570 5 років тому +2

    Thank you so much! This video saved my life

    • @blaketabian512
      @blaketabian512  5 років тому

      Sarah Weissman awesome! Glad I could help :)

  • @sicmuse4659
    @sicmuse4659 4 роки тому +1

    thanks so much. short and very clear explanation - it helped a lot!

  • @AvnishPandeypanda
    @AvnishPandeypanda 4 роки тому +3

    Very nicely explained Blake. Thank you.

  • @ByzCSGO
    @ByzCSGO 4 роки тому +1

    You are such a saviour

  • @develop_ap_117
    @develop_ap_117 6 років тому

    But any way this video clarifies so many doubts
    Thank you so much bro

  • @apotpan6715
    @apotpan6715 7 років тому +1

    The best video on the topic,thank you

    • @blaketabian512
      @blaketabian512  7 років тому

      Apostolis Ellinakis I’m glad you like it!

  • @musasall5740
    @musasall5740 6 років тому +1

    I almost overlooked your video because of the quality of your pen but that would be a big mistake. this is one of the best explanation for matrix norm

    • @blaketabian512
      @blaketabian512  6 років тому

      Musa Sall thanks! Haha my recording gear is pretty potato. Was on that student budget but I made it work lol. Thanks for the view!

  • @samsaikia5949
    @samsaikia5949 2 роки тому

    Crisp and on the point .. thanks sir

  • @Zugo99
    @Zugo99 4 роки тому +2

    Thanks dude you explained it very good

  • @akhmadsabri1
    @akhmadsabri1 6 років тому +1

    Thanks for the video. really helpful and easy to understand

  • @riddheshmore2315
    @riddheshmore2315 Рік тому

    Great video, how can we make it well-conditioned?

  • @JP-vo7zh
    @JP-vo7zh 5 років тому

    Thanks for video. Exactly what I was looking for.

  • @Adil_shares
    @Adil_shares 2 роки тому +1

    Well explained ,💗

  • @anurimamishra55
    @anurimamishra55 7 років тому +1

    excellent..nevr thought of getting the norm and inverse of a matrix lyk dis..!!

    • @blaketabian512
      @blaketabian512  7 років тому

      +anurima mishra glad I can help! I hope you are finding all of my content useful :)

  • @Stagnum_404
    @Stagnum_404 3 роки тому +2

    really good video, thanks man.
    but I think you meant how does change in [A] affect change in [x] (in the solution), because change in [A] does not affect the right-hand side vector [c]

  • @jamesgomatos5087
    @jamesgomatos5087 7 років тому +1

    This is a fantastic video, thank you!!!

  • @hemantgautamhemantgautam8782
    @hemantgautamhemantgautam8782 6 років тому +1

    great explanation, can you upload more videos on this topic.it will help me a lot

  • @shindepratibha31
    @shindepratibha31 7 років тому +18

    when there is a small change in A then if there is a small change in x then A is well conditioned matrix. I think you have mentioned in a wrong way. It should be small change in x instead of small change in c.

    • @martinkunz2560
      @martinkunz2560 4 роки тому +6

      I would go a step further and claim that it should be talken of: small changes in c (Input) should lead to a small or large change in x (output), while A isn't changed at all. Because changes in A leads to considering an other function.

  • @janniss.0311
    @janniss.0311 4 роки тому +3

    Great explanation but ||A||1 and ||A||2 are not the rows 1 and 2! They are different norms of the Matrix. ||A||1 is the maximum of the columns and ||A||2 is the Hilbert-Norm. ||A||E for example would be another norm, the Euclidean norm.

  • @hansblod3379
    @hansblod3379 2 роки тому +1

    Great Video! But there is a small mistake: Det(A) in the example uses -800 and not -801 so Det(A) should be -601 right?

    • @hansblod3379
      @hansblod3379 2 роки тому

      The conditional number would be 1668 then

  • @enoikay1833
    @enoikay1833 Рік тому +1

    You explained condition numbers well but a warning to anyone watching this, his explanation of matrix norms is inaccurate.

  • @hhamzeii8132
    @hhamzeii8132 3 роки тому

    Great and complete,,thanks💐

  • @kvnptl4400
    @kvnptl4400 3 роки тому

    Thanks for the nice explanatin with example.

  • @engewnioor8274
    @engewnioor8274 3 роки тому

    Thank you, from INDIAN INSTITUTE OF TECHNOLOGY BOMBAY

  • @jurgenhidalgo3612
    @jurgenhidalgo3612 6 років тому

    thank you man best example i've seen :)

  • @anesupisira4372
    @anesupisira4372 3 роки тому

    thank you.... great explanation

  • @psych.fenatic
    @psych.fenatic 3 роки тому

    Thanks man, that was amazing

  • @Educationscience
    @Educationscience 7 років тому +1

    really good examples

    • @blaketabian512
      @blaketabian512  7 років тому

      Questfor Calatia thanks! I hope my videos help :)

  • @ertugrul-bektik
    @ertugrul-bektik 4 роки тому

    Thanx for clear explanation

  • @alexblanche4309
    @alexblanche4309 3 роки тому

    Lifesaver, thank you!

  • @develop_ap_117
    @develop_ap_117 6 років тому +12

    And determinant of A is -601 not -400
    And the condition number is equal to 2401.9566

    • @citymoose
      @citymoose 5 років тому +1

      It's -400. The bottom left of A is -800 but he kept writing -801 for some reason in the second part of the video.

  • @forbid2411
    @forbid2411 Рік тому

    good video!

  • @saagerbabung5652
    @saagerbabung5652 4 роки тому +1

    What is the proof of rule of thumb??

  • @enoughtime2waste602
    @enoughtime2waste602 7 років тому +1

    theres a little mistake in original matrix A it should be -800 not -801 in the determinante calc its correct again ^^ but video explanation is great and helpful ty !

    • @blaketabian512
      @blaketabian512  7 років тому

      enoughtime2waste thanks for the heads up! Glad you like my videos :)

  • @vaibhavsrivastva1253
    @vaibhavsrivastva1253 13 днів тому

    Thank you.

  • @halneufmille
    @halneufmille 2 роки тому

    1:15 I think you mean "Small change in A results in a small/large change in x" (not c)

  • @himanshushekhar4590
    @himanshushekhar4590 6 років тому

    hey ... i think norms is summation of all element of column.. you have used sum of element of row instead of element of column.... please check it out .Thank you

  • @momentouscrazynoob1709
    @momentouscrazynoob1709 2 роки тому

    thank you so muchhhhh

  • @ShounakNandi
    @ShounakNandi 3 роки тому

    well explained

  • @dailymixstudio
    @dailymixstudio 5 років тому +1

    Good explanation
    Tho ||A||infinity must be 800 not 801.

  • @zahraaahmed2006
    @zahraaahmed2006 6 років тому

    Please how can I solve ill condition system? ?

  • @charlesd4572
    @charlesd4572 3 місяці тому

    I thought I was going insane, there is a typo when he's computing the determinant - he uses the original values 800 not 801 as he rewrites the matrix.

  • @HarshaAbey
    @HarshaAbey 2 роки тому

    Thanks bro

  • @abdutalha8473
    @abdutalha8473 6 років тому

    God bless you

  • @mathlover663
    @mathlover663 5 років тому

    Thank you sir

  • @abhinavdubey8077
    @abhinavdubey8077 5 років тому

    Thank you

  • @KaPzArts
    @KaPzArts 3 роки тому

    legend

  • @GurkaranMalhans
    @GurkaranMalhans 5 років тому

    Amazing

  • @delhiSaltanat
    @delhiSaltanat 2 місяці тому

    i think determinant is wrong it should be 601 but you have written 400 :) plz tell me if i am wrong

  • @aaronchand1599
    @aaronchand1599 6 років тому +9

    youre wrong. norm 1 should be the max column sum.

  • @andreasl7520
    @andreasl7520 8 місяців тому

    Great

  • @rampageRio
    @rampageRio 4 роки тому

    I think you are using wrong notations, l1 norm and l2 normed are very different. They are calculated over minkowski space of p=1 and p=2. Note that I am talking about induced matrix norm, the idea is same.

  • @develop_ap_117
    @develop_ap_117 6 років тому +5

    bro 801 plus 401 gives 1202

    • @cjava9012
      @cjava9012 5 років тому

      Also, the result must be 2402

  • @sravanidommeti9508
    @sravanidommeti9508 7 років тому

    Tq sir

  • @RedPoppyblog
    @RedPoppyblog 2 роки тому

    thank you