Floyd Warshall Graph Traversal Algorithm: All-pairs Shortest-paths

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  • Опубликовано: 3 фев 2025

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  • @kunafeh
    @kunafeh 8 лет назад +92

    The music in the beginning had me feel like an action movie is about to begin.

  • @bablobko
    @bablobko 4 года назад +1

    Everytime I watch these videos, I start liking Algorithms more and more.

  • @bablobko
    @bablobko 4 года назад +1

    You're the Master of Algorithms James.
    Bows to you.

  • @ThePolochon92
    @ThePolochon92 9 лет назад +15

    Best explanation of this algorithm I've seen ! Thx

  • @roltthehunter
    @roltthehunter 9 лет назад

    I am doing a problem from UVa Online Judge and this really really helped.
    It was part of my extra credit for a class i am in. Thanks a lot for this video.

    • @joejamesusa
      @joejamesusa  9 лет назад

      +roltthehunter oh good! Glad it helped you.

  • @srinivasmaheedhar4118
    @srinivasmaheedhar4118 7 лет назад +1

    Very well explained @Joe James, awesome job!! I liked all the videos of yours watched so far! Thank you!

  • @dayas1234
    @dayas1234 9 лет назад

    Thank you so muchSir; for presenting these tough algorithms in a easy way to learn.

  • @ΔημήτριοςΙντζελερ

    You forgot to make some changes during iterations but you explained it so well I understood the algorithm in no time. Thank you very much

  • @ramasubramanyam5676
    @ramasubramanyam5676 8 лет назад

    Very nice explanation and presentation of the algorithm. Thank you very much for the same.

  • @josemunguia5660
    @josemunguia5660 7 лет назад

    Best explanation ever! Thank you Mr.James!

  • @RusseltheViper
    @RusseltheViper 8 лет назад +3

    OH man you are a life savior,thanks for the video!

  • @joyhanzes7537
    @joyhanzes7537 9 лет назад

    Great explanation :) I really like the way you use to explain. I can understand easier than in my class room. lol

  • @sasidharannarasimhan5861
    @sasidharannarasimhan5861 9 лет назад

    thank you so much helped me a lot during exam..explanation was very clear and concise

  • @NarendrakumarSoni
    @NarendrakumarSoni 7 лет назад +1

    It was beautifully explained. Thank you so much.

  • @NikkieBiteMe
    @NikkieBiteMe 7 лет назад +1

    Great one.
    The intro was splendid too.

  • @ayusumardi
    @ayusumardi 8 лет назад

    Your video is easy to understand. thank you so sir.

  • @molan011
    @molan011 9 лет назад +1

    Very good explanation of an example :)

  • @ashishjoshi2920
    @ashishjoshi2920 7 лет назад +1

    Thanks joe for the perfect explanation..!

  • @madawacko258
    @madawacko258 9 лет назад +4

    Very good explanation, Thank you!

  • @a1ecu
    @a1ecu 8 лет назад

    Nice explanation and very helpful video!

  • @leoniduvarov6565
    @leoniduvarov6565 6 лет назад +1

    This is an incredible explanation!

  • @mustafamehmetbayar3594
    @mustafamehmetbayar3594 8 лет назад

    thanks Mr.James, you've made everything crystal clear =')

  • @abhishekratnawat4708
    @abhishekratnawat4708 7 лет назад

    amazing explanation... best for the topic

  • @firuzibragimov4521
    @firuzibragimov4521 8 лет назад +2

    Simple and clear. Thank you!

  • @doge-coin
    @doge-coin 8 лет назад

    Clear explanation! Thank you so much!

  • @parasite34
    @parasite34 5 лет назад +1

    Thanks Joe James!

  • @skeltor575
    @skeltor575 8 лет назад

    Thanks so much for the great breakdown!

  • @Ms_Oszy
    @Ms_Oszy 7 лет назад +1

    This the best explaining ever.. Thanks :):):)

  • @ericg2920
    @ericg2920 9 лет назад

    props for the clear explanation!

  • @danieldawson9266
    @danieldawson9266 8 лет назад

    Awesome vid, nice explanation

  • @ThePotentialCrisis
    @ThePotentialCrisis 8 лет назад

    Great video! Helped a bunch!

  • @SinghLalit
    @SinghLalit 8 лет назад

    This is the best explanation I have found over internet!!!

  • @mdmushfiqulislam5391
    @mdmushfiqulislam5391 9 лет назад

    Thanks for the video.

  • @jigneshdarji9104
    @jigneshdarji9104 9 лет назад +1

    Thank you so much, Joe

  • @ankitthehot
    @ankitthehot 8 лет назад

    Nice explanation!!!

  • @armanjabbari2416
    @armanjabbari2416 9 лет назад

    Great tutorial, thanks

  • @surajdidwania8692
    @surajdidwania8692 8 лет назад

    Good Explanation!!

  • @parichaypapnoi5406
    @parichaypapnoi5406 8 лет назад

    thanks man..good explanation

  • @xiaoranlr
    @xiaoranlr 8 лет назад

    Great tutorial!

  • @卉-s4q
    @卉-s4q 9 лет назад +3

    Best explanation!! Thx~

  • @harshkothari6035
    @harshkothari6035 9 лет назад +2

    I think you forgot to highlight in d4 and pi4 that the distance from A to B and its predecessor also change. A great explanation btw :)

    • @joejamesusa
      @joejamesusa  9 лет назад +1

      +Harsh Kothari oh, you're right! Sorry. The d4 and pi4 tables are all correct, except I should have highlighted the B-A square because it changed to 4D.

  • @kashifahmadin7164
    @kashifahmadin7164 7 лет назад

    around 7:10 ~ 7 : 15, we are trying to get from D to A via B, you highlight the wrong weight of -2 of B to D whereas it should be B to A. Please do correct me if im wrong

    • @joejamesusa
      @joejamesusa  7 лет назад

      Oh yes, I highlighted the wrong square, but the result is the same since B-A and B-D are both -2.

  • @istvanszabo6875
    @istvanszabo6875 8 лет назад

    great job sir

  •  8 лет назад

    this is awesome, thanks

  • @aainagoyal4065
    @aainagoyal4065 9 лет назад +1

    it was v good and v clear

  • @YouB3anz
    @YouB3anz 3 года назад +1

    very nice

  • @krishnadaskp9683
    @krishnadaskp9683 8 лет назад +1

    Just Brilliant.

  • @1996harith
    @1996harith 8 лет назад

    Awesome man. Just awesome

  • @UCHS_CH
    @UCHS_CH 4 года назад

    A---c = A; all right
    but A---D = 0 ,in parent table is missing?
    why
    *1:34

  • @Mark-du9rv
    @Mark-du9rv 8 лет назад

    saved lot of time!!!

  • @gamerorange
    @gamerorange 9 лет назад

    For the D3 table, there should be the value 12 for A-B, right ? Since you can do A > C > D > B ?

    • @joejamesusa
      @joejamesusa  9 лет назад

      +gamerorange no, why would you do that when you could do A > D > B at a total cost of 4?

    • @gamerorange
      @gamerorange 9 лет назад

      +Joe James yes you are right. So why is it infinite in the d3 table for AB. Shouldn't it be 4 ?

    • @joejamesusa
      @joejamesusa  9 лет назад

      +gamerorange no because we don't consider paths through vertex D until the 4th iteration, table d4.

  • @poojanshah998
    @poojanshah998 7 лет назад

    In third iteration isn't there a path from A to B through C(distance of 12)?

  • @FarhaJawedCSE_MIST
    @FarhaJawedCSE_MIST 9 лет назад

    Thanks a lot :) That helped!

  • @Alexic94
    @Alexic94 9 лет назад

    I had a question to find "eccentrics of all nodes" and a "center" of the graph after using Floyd-warshalls algorithm, is there something like that?

    • @joejamesusa
      @joejamesusa  9 лет назад +1

      +Alexic94 Floyd Warshall's cannot compute a center or centroids for a graph. You could use the distances calculated by Floyds, and write your own algorithm to compute a center. Better still, there are clustering modules in R that could easily do that if you have an existing data set. I believe they use K-Means, which you could read up on if you want to learn how it works.

    • @Alexic94
      @Alexic94 9 лет назад

      +Joe James According to my professor for the center of the graph you take the last table you made, for example D4 and look at the highest number in each column, ex. 1:17, 2:12, 3:12, 4:6,5:15....And since the node 4 has the highest value of 6 and the lowest value of all the other nodes, node 4 is the center of the graph. I dont quite understand it either and im afraid to question his methods :)

  • @Zlappyzopstix
    @Zlappyzopstix 7 лет назад

    Nice one cheers

  • @agamsinghbajaj256
    @agamsinghbajaj256 8 лет назад

    In table d4, although the value is updated for A-B path, you mention only C-A and C-B are the changes. I do see A-B in bold so maybe it was an error while creating the slide. Am I right in saying A-B path is updated while going through D?
    A-D : 0, D-B: 4, A-D in d3 =+inf, therefore update A-B to 0+4=4.

    • @joejamesusa
      @joejamesusa  8 лет назад

      +Agam Singh Bajaj yes, you are right. My table is correct, but I should have bolded that square and mentioned that it changed in the 4th iteration.

    • @agamsinghbajaj256
      @agamsinghbajaj256 8 лет назад

      +Joe James Thumbs up for the explanation though. :)

  • @akhilanatarajan7647
    @akhilanatarajan7647 9 лет назад

    can you explain why we have -2 for B to D in table d2 as against 1?

  • @2358vishu
    @2358vishu 9 лет назад

    Correct me if I am wrong, the predecessor of edge CA should be 'B'.

    • @joejamesusa
      @joejamesusa  9 лет назад

      +Vishal Panwar you bring up a good question that I didn't really cover in the video. How do we retrace the path from node i to node j? Since I actually stored in pi the successor to i, you would have to continue following the successor nodes until you reach node j. So that's one way to do it, using pi to store the next node from i. OR, you could store in pi the predecessor to j. You could also reconstruct the path this way by getting j's predecessor until you reach i. Both ways will work. However, you're right, I stored the next node in pi and I called it the predecessor, which is not true. So in this video D-C and C-A both have NEXT nodes stored in pi rather than PREDECESSOR nodes. Sorry for the confusion, but I don't think I'll correct it because if I were coding it I would actually save the next value rather than predecessor. One of the main applications of shortest path algorithms is routing, and routers only need to know the next hop, so it makes most sense for pi to store the next node rather than predecessor.

  • @bgpeters22
    @bgpeters22 9 лет назад

    Why is there not an A in the A-D coordinate of the pi0 matrix? Is it cause the distance is 0?

    • @joejamesusa
      @joejamesusa  9 лет назад

      +bgpeters22 you're right, there should be an A in that box of the pi0 table. d0 and pi0 should reflect all direct edges from one vertex to another.

  • @석상주
    @석상주 9 лет назад

    I understand everything except the setting up the predecessor. Your predecessor table makes sense if # of intermediate nodes is at most 1. In this example, this is true for all paths. But how do we keep track of all intermediate nodes with there's more than 1?

    • @joejamesusa
      @joejamesusa  9 лет назад +2

      +석상주 when the algorithm is done you can trace any path using the predecessor table, even for large graphs. Just continue looking at the predecessor's predecessor until you reach the source node.

  • @ordinarycoder8090
    @ordinarycoder8090 9 лет назад

    Nice video

  • @PomegranateAmazing79
    @PomegranateAmazing79 7 лет назад +4

    You should have added the method of tracing back the path between a pair of vertices.

  • @nimamaleki1595
    @nimamaleki1595 9 лет назад +1

    Beautifully explained! Is it true that if we have an update on the diagonal of d1,d2,d3... we should halt, because that is a negative cycle?

    • @joejamesusa
      @joejamesusa  9 лет назад +5

      +Nima Maleki yes, that is true. A negative distance from any vertex to itself would indicate a negative cycle, which the algorithm does not support. So if you are applying Floyd-Warshall's to a graph that COULD contain negative cycles you could implement a check in the algorithm that halts if it finds a negative weight from any vertex to itself.

    • @nimamaleki1595
      @nimamaleki1595 9 лет назад

      +Joe James Thank You so much!

  •  8 лет назад

    Thank you!

  • @het314
    @het314 5 лет назад +1

    Best one.

  • @idobooks909
    @idobooks909 6 лет назад

    Thanks to the intro it feels like an action movie :) Yay!
    One small thing: A --> C is marked in the Pi(i) as "A" whereas A --> D is marked NULL
    and I think it should be marked "A" as well :) Will you put a notation there for the generations to come?
    Thanks!

  • @fathiak6068
    @fathiak6068 7 лет назад

    can i have this information on a pdf or word can u send it to me ??

    • @joejamesusa
      @joejamesusa  7 лет назад

      most of my power point files are online here, github.com/joeyajames/UsefulUtensils

    • @fathiak6068
      @fathiak6068 7 лет назад

      thank u

  • @Omar-rc4li
    @Omar-rc4li 8 лет назад +4

    More useful than all the music videos getting more than billion views.

  • @mysmallcap
    @mysmallcap 8 лет назад

    Thank You :)

  • @mintsponge
    @mintsponge 8 лет назад

    jesse eisenberg?

  • @malharjajoo7393
    @malharjajoo7393 7 лет назад

    Sorry but you have not justified the harder part of the explanation.
    Can you explain how the steps lead to your intuition ( from 0:46 ).

  • @MegaRyad
    @MegaRyad 8 лет назад

    gi joe

  • @radulescuiulia8988
    @radulescuiulia8988 8 лет назад

    Great explanation!
    Thanks!

  • @mohammedashkiwala4153
    @mohammedashkiwala4153 8 лет назад

    THANK YOU!