Graph Colouring Problem - Backtracking

We go over the infamous graph colouring problem, and go over the backtracking solution!

Пікірлер: 80

  • @dhananjaywithme
    @dhananjaywithme7 жыл бұрын

    Great video man! the clarity! the explanation! :D

  • @pdzbw
    @pdzbw8 жыл бұрын

    such detail, much appreciation~

  • @starkendeavours7072
    @starkendeavours70722 жыл бұрын

    Thanks Sir! Understood the solution in one go.💯

  • @thedeependpsycho
    @thedeependpsycho6 жыл бұрын

    awesome dude, really cool explanation and the graphics were also pretty helpful. Thanks !!!

  • @sairohit8201
    @sairohit82014 жыл бұрын

    minor mistakes but you are a life savior man

  • @tirthjayswal9895
    @tirthjayswal98954 жыл бұрын

    A really good explanation as well as clean code

  • @AABB-fb4zy
    @AABB-fb4zy8 жыл бұрын

    very clear. organizing helps a lot. thanks very much, such big help.

  • @Nikhil7857
    @Nikhil78578 жыл бұрын

    thanks for this good video it helped me to understand programming logic more better

  • @rajdesai2989
    @rajdesai29897 жыл бұрын

    Superb explanation.!

  • @DeveshSehdev
    @DeveshSehdev Жыл бұрын

    loved the explanation , thnkuuu so much for the video, it was really helpful

  • @debayanmitra3729
    @debayanmitra37293 жыл бұрын

    This is amazing explanation. thanks :)

  • @AkshathGrover
    @AkshathGrover8 жыл бұрын

    beautifully explained :) tysm!

  • @bakrgroningen
    @bakrgroningen7 жыл бұрын

    Terrific explanation

  • @ceciivanov6152
    @ceciivanov61524 жыл бұрын

    does this solution work for big and more complex graphs lets say for example if we want to color the map of Europe with no more than 4 colors ? i know that Europe can be colored with 4 colors but does that recursive method would make it possible?

  • @prateekkej2506
    @prateekkej25067 жыл бұрын

    Awesome Explanation. Saved me (Y)

  • @AnkitChoudhary-vh6gj
    @AnkitChoudhary-vh6gj7 жыл бұрын

    Great explanation... understood it in one go...keep up the good work!!

  • @ojaspandav258
    @ojaspandav2586 жыл бұрын

    Would the time complexity of this algorithm be (m*n)^n ? Since the for loop in the isSafe function would run n times in every iteration?

  • @anweshkrishnanayak2561
    @anweshkrishnanayak25617 жыл бұрын

    Will the algorithm work for directed graphs as well ?

  • @CSBSIRIKIVENKATASIVASURYASAI
    @CSBSIRIKIVENKATASIVASURYASAI4 жыл бұрын

    you nailed it man!!!

  • @fs9050
    @fs90508 жыл бұрын

    What if I want to find out all possibilities of coloring ? all valid combinations ?

  • @saifulislamsalim9241
    @saifulislamsalim92418 жыл бұрын

    I think it would be m^n possible ways to color n nodes with m colors. (From the video it is in 2:10 to 2:25 )

  • @ShantanuShinde1
    @ShantanuShinde15 жыл бұрын

    But the algorithm will check all the colors for each vertex even if all nodes are colored. because on returning from last node, the for loop of calling function is still running.

  • @namanjain1474
    @namanjain14743 жыл бұрын

    Can't see how the code will backtrack as there is no resetting of color. It seems more of a greedy approach that we always try to color the graph with minimum color possible.

  • @giovanni.n
    @giovanni.n8 жыл бұрын

    any videos on forward checking ?

  • @rahullakhotia402
    @rahullakhotia4026 жыл бұрын

    how can the diagnals be set as 1 of an adjacency matrix ..it is always 0..

  • @truongvanloc8275
    @truongvanloc82758 жыл бұрын

    In the code, you set x[k] = c; But I don't see the step of backtracking, I don't see where you reset the color if you want to go back ?

  • @jinxblaze

    @jinxblaze

    7 жыл бұрын

    when u backtrack at k'th node, k-1'th level will have x[k] = c but at k-1 we are limiting ourselves to only k-1 nodes so it doesnt matter what x[k] is coz we will replace it with another color later

  • @prateekkej2506

    @prateekkej2506

    7 жыл бұрын

    yup. The magic happens at graphColor(k+1). if it returns to parent function, the parent function will try another color.

  • @mayankgupta2543

    @mayankgupta2543

    5 жыл бұрын

    @@prateekkej2506 i think that return statement at last wont allow backtracking/looping for another color. If the return statement is written outside of the safecheck, then only it will backtrack and try for another color

  • @mingzhouyang7925

    @mingzhouyang7925

    2 жыл бұрын

    @@jinxblaze but in isSafe they check all the nodes from 0 to n.

  • @guruprasadc5257
    @guruprasadc52575 жыл бұрын

    Why is this a backtracking problem? We are not making any changes in the previous node's color

  • @YayaB
    @YayaB5 жыл бұрын

    great video thnks

  • @aavashkuikel1341
    @aavashkuikel13412 ай бұрын

    Thanks a lot

  • @yamini9612
    @yamini96124 жыл бұрын

    Sir,, can this program work on scilab software??

  • @ivandrofly
    @ivandrofly3 ай бұрын

    Thanks

  • @joelnadar3194
    @joelnadar31942 жыл бұрын

    It R was Really very Useful

  • @datawarehouse5961
    @datawarehouse59618 жыл бұрын

    Best graph colouring video on youtube !

  • @joseph_hieunguyen
    @joseph_hieunguyen4 ай бұрын

    how do we know m if they dont let you know

  • @AdityaPratapsingh9125
    @AdityaPratapsingh91257 жыл бұрын

    wouldn't it be m^n possible ways(since for each vertex we have m choices)?...correct me if I'm wrong.

  • @constructor365

    @constructor365

    7 жыл бұрын

    You're right. And m^n is what is shown in the video. Look again

  • @21stcenturydigitalje
    @21stcenturydigitalje7 жыл бұрын

    In the future you could use 'a', 'b', 'c', 'd' for node names and 'red', 'green', 'blue' for color names so you don't have to use 0, 1, 2, 3 for everything - it would make this video even easier to understand

  • @soothingexperience7611
    @soothingexperience76116 жыл бұрын

    awesome

  • @manishmaithani398
    @manishmaithani3987 жыл бұрын

    Nice explanation. But I think in graph coloring problem, we do not have the value 'm' from start. Our algorithm should compute the value of m and as well as x[] (that ur algorithm is computing).

  • @user-bb9lx9gu7c

    @user-bb9lx9gu7c

    2 жыл бұрын

    This one uses m. If it fails, you can try m+1

  • @VC-kj9yx
    @VC-kj9yx7 жыл бұрын

    your adjacency matrix is wrong from 0 to 0 there is no edge so it should be 0 not 1 and similarly for 1 to 1 and others

  • @brianpeterson5529

    @brianpeterson5529

    6 жыл бұрын

    right, or add an AND i != k to that if statement bool condition in isSafe()

  • @mohamedberrimi4850

    @mohamedberrimi4850

    6 жыл бұрын

    the node is adjacent to it self , you should consider that .

  • @harshilsaini3081
    @harshilsaini30817 жыл бұрын

    why 0,0 adjancy matrix 1

  • @duydangdroid
    @duydangdroid7 жыл бұрын

    link to the code?

  • @farahuzma3920
    @farahuzma39207 жыл бұрын

    (0,0) of adjacency matrix shud be 1.. similarle for 1,1 2,2 n 3,3

  • @rameshpal8762
    @rameshpal87623 жыл бұрын

    Helps in today's exam

  • @sudeshnaC
    @sudeshnaC7 жыл бұрын

    Which part of the code shows the backtracking?

  • @prateekkej2506

    @prateekkej2506

    7 жыл бұрын

    when we call graphColor(k+1) if it fails then it will return to the next iteration in its parent graphColor()'s for loop where it will continue to try other colors and if its does not returns that means its color was right from the first call.

  • @aaratimounika6834
    @aaratimounika68345 жыл бұрын

    Nice..

  • @ilmeroliveira238
    @ilmeroliveira2388 жыл бұрын

    But if I dont have the "m" before coloring the graph?

  • @CSBreakdown

    @CSBreakdown

    8 жыл бұрын

    +Ilmer Oliveira Good question. It becomes a much more computationally challenging problem this way, and you have to try the problem with m = 1, m = 2, m = 3... until you find the min value for m where all of the nodes can take colour.

  • @CSBreakdown

    @CSBreakdown

    8 жыл бұрын

    To add, this is a known NP-Complete problem meaning there does not exist a solution that is polynomial time for large enough n.

  • @ilmeroliveira238

    @ilmeroliveira238

    8 жыл бұрын

    +CSBreakdown If I make a function that travels the entire array seeking for blank nodes and make my looop runs until it's false(therefore all the nodes are colored)... Might work?

  • @CSBreakdown

    @CSBreakdown

    8 жыл бұрын

    +Ilmer Oliveira With the backtracking algorithm, isSafe will return false if there aren't enough m (colours) to satisfy. The algorithm will reach the very end without colouring all of the nodes. In the 'if' statement for isSafe on the left block of code, add an else block and check to see if c = m. So if 'isSafe' = false, and c = m, you know that you don't have enough colours for m. Run the algorithm again, but this time make m 1 bigger.

  • @ilmeroliveira238

    @ilmeroliveira238

    8 жыл бұрын

    +CSBreakdown Can you say if I understood the idea? pastebin.com/7KbaYKGF

  • @anubhavgupta2831
    @anubhavgupta28318 жыл бұрын

    best graph coloring video :D

  • @lquqpgqr
    @lquqpgqr4 жыл бұрын

    Is it possible to replace this recursion with for loop.

  • @milenamacedo2066
    @milenamacedo20662 жыл бұрын

    doesn't work for larger graphs

  • @SarbotamChatterje
    @SarbotamChatterje8 жыл бұрын

    can u please explain c==x[i] part?

  • @CSBreakdown

    @CSBreakdown

    8 жыл бұрын

    +Sarbottam Chatterjee Hi, so x[i] is an array that holds colors if the nodes that have already been colored. So c == x[i] is checking if the current color that you are trying to place (c) is equal to the color value at x[i] (the already colored nodes). If 2 nodes are adjacent (meaning if G[k][i] == 1 AND the adjacent node at x[i] has the same color, then it returns false because we can't place the same colour next to it.

  • @SarbotamChatterje

    @SarbotamChatterje

    8 жыл бұрын

    Thant clears my doubt. Thanks for making time to reply to my comment. Do you have a Traveling Salesman Problem solution using Dynamic Programming?

  • @CSBreakdown

    @CSBreakdown

    8 жыл бұрын

    +Sarbottam Chatterjee I don't unfortunately. The travelling salesman problem is NP-Complete. If I had a true solution to the problem, I would be the worlds richest man! Travelling salesman is best done with approximation algorithms using current technologies. With a large enough value of N, travelling salesman cannot be accurately solved. Maybe there are solutions out there for small enough values of N, but I'm not aware of one and haven't attempted the problem.

  • @shobhitaagarwal8242
    @shobhitaagarwal82427 жыл бұрын

    There is no backtracking step in the graphColor() method. x[k] should be set to 0 and tried for the next color c in the for loop.

  • @prateekkej2506

    @prateekkej2506

    7 жыл бұрын

    actually there is .when we call graphColor(k+1) if it fails then it will return to the next iteration in its parent graphColor()'s for loop where it will continue to try other colors and if its does not returns that means its color was right from the first call.

  • @TusharYadav-es1bq
    @TusharYadav-es1bq5 жыл бұрын

    shouldnt it be m^n ways ?

  • @ZiiiP2142
    @ZiiiP21427 жыл бұрын

    There's no backtracing in the code. :D

  • @majedulislam187
    @majedulislam1878 жыл бұрын

    very nice !!!!!!!!!

  • @NS-gr9cy
    @NS-gr9cy3 жыл бұрын

    Its greedy and not backtracking