How does the Grey Wolf Optimizer work? BEST SIMULATION OF GREY WOLF OPTIMIZER (GWO)!

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  • Опубликовано: 4 ноя 2024
  • This video investigates the mathematical models of the Grey Wolf Optimizer. You will find a lot of discussions and experiments to see the role of the main controlling parameters in this algorithm.
    These videos are taken from my course on this algorithm in Udemy. You can enrol to this course here: www.udemy.com/...

Комментарии • 46

  • @saejfn
    @saejfn 2 года назад +2

    From the pseudocode and equations, I thought that all omegas took the same place at each iteration, which had no sense. With this video, I finally realized that each omega take a different random position. Thanks for the explanation

  • @amirrezasoheili2823
    @amirrezasoheili2823 11 месяцев назад

    Thank you Dr.
    One of the most influential AI researchers in the world.

  • @LEARNWITHPANDA
    @LEARNWITHPANDA 4 года назад +1

    The sliders for changing the control parameters of the algorithm are really handy. Thanks Prof.

    • @thealimirjalili
      @thealimirjalili  3 года назад +1

      I quite liked them too :) A good way or observing the behaviour of an algorithm while changing its parameters.

    • @LEARNWITHPANDA
      @LEARNWITHPANDA 3 года назад +1

      @@thealimirjalili Many thanks professor!

  • @joshuathomas2660
    @joshuathomas2660 Год назад

    great Processing.Js to explain GWO. ThumbsUp!

  • @Dr_Varghese_Manappallil_Joy
    @Dr_Varghese_Manappallil_Joy 4 года назад +3

    Amazing Job Ali..!!!

  • @marcialsandoval6888
    @marcialsandoval6888 2 года назад

    Thank you very much! Awesome visualization tools!

  • @mohammedqawasmeh
    @mohammedqawasmeh 3 года назад

    Thanks a lot I enrolled in your Udemy course great job ✌

  • @mesfinbirhan6243
    @mesfinbirhan6243 2 года назад

    Thanks a lot,Sir, Great explanation!! .I would ask you if I can use this algorithm to solve " fault tolerance of GWO " considering that I need to propose a research for my Msc ?
    I hope that you could answer me.I'm from Ethiopia.

  • @JyotiYadav-yu2cx
    @JyotiYadav-yu2cx 3 года назад

    Thanks, Amazing work. can we use GWO for computation offloading in cloud computing

  • @bsm3693
    @bsm3693 4 года назад +1

    thanks, very good explanation .i would ask you if i can use this algorithm to solve " vehicle routing problem " which is not an engineering or continues problem considering that i need to publish a research paper for my PhD ?
    i hope that you could answer me

    • @thealimirjalili
      @thealimirjalili  4 года назад

      Thanks. You have to use the binary/discrete version of this algorithm for such problems.

    • @bsm3693
      @bsm3693 4 года назад

      ​@@thealimirjalili thanks for reply , does it work well or can i adapted it to the problem ??

    • @zeerah416
      @zeerah416 2 года назад

      ​@@thealimirjalili Sir where can i get simulation setup for GWO? my you provide the link please? Thanks

  • @courspython3062
    @courspython3062 3 года назад

    Thanks ; very good explanation. I would ask you for the editor used to make this simulation?

  • @uykusuzdev
    @uykusuzdev 3 года назад

    I want to learn about genetic algorithms and i want to do Aİ. Which order should i take your courses. I want to invest my time and money on these courses.

  • @bsm3693
    @bsm3693 3 года назад +3

    in the formula of updating the position why you are using the prey position instead of the position X(t), X(t+1) = X_prey(t) - A*D and not X(t+1) = X(t) - A*D

    • @Shabinthewwefan
      @Shabinthewwefan 3 года назад +1

      i also had this doubt. Is it really X(t)?

  • @kedirnigatu2167
    @kedirnigatu2167 4 месяца назад

    I want Grey Wolf Optimizer algorithm in wireless sensor network

  • @jaimelannister5614
    @jaimelannister5614 3 года назад

    tum ta bade heavy driver ho!

  • @mradlahdhiri8925
    @mradlahdhiri8925 4 года назад

    hello sir, please i have a question about the parameter of ant colony : Q ?? how to choose the value and about the initial pheromone how to choose the value please sir

  • @강은진-l8f
    @강은진-l8f 3 года назад

    I cannot find the code below the video. Can you let me know where it is in detail?

  • @meedosais7313
    @meedosais7313 2 года назад

    Thank you brother

  • @mohaaaber814
    @mohaaaber814 3 года назад

    Can I change the parameter of the controller .. How can I obtain the code .. Thank you very much

  • @hsaad232
    @hsaad232 3 года назад

    ALSALAM ALAYKUM. Thanks alot Prof., i have a question please, how can i use gwo in classiffication of image.

  • @VolatileKid
    @VolatileKid 10 месяцев назад

    Legend

  • @rssbsatsang1897
    @rssbsatsang1897 3 года назад

    Can we solve constrained minimisation problem using aco. reply pls

  • @igriuket
    @igriuket Год назад

    Please, how can I download the code. Thanks

  • @shama4715
    @shama4715 3 года назад

    In this X(t), X(t+1) = X_prey(t) - A*D and not X(t+1) = X(t) - A*D, how - A*D will play role

  • @Myvlogs_since2021
    @Myvlogs_since2021 10 месяцев назад

    Hi Sir how can I connect with you?

  • @kausaraltaf7521
    @kausaraltaf7521 3 года назад

    Aoa Sir,
    I have to optimize a function using gwo.
    f= (exp(x1)/1+exp ( y1+w1))+
    (exp(x2)/1+exp(y2+w2))+(exp(x3)/1+(y3+w3))
    But I don't how to code this function in gwo
    It's lb=0 and ub =1
    Sir need help .

  • @abdulrazakkaladgi6671
    @abdulrazakkaladgi6671 3 года назад

    Sir which course of udemy to enrol for grass hooper algorithm code

  • @kedirnigatu2167
    @kedirnigatu2167 4 месяца назад

    Hi Ali

  • @damiaK0017
    @damiaK0017 3 года назад

    How can I download this code?

  • @rayen.saadouni2861
    @rayen.saadouni2861 6 месяцев назад

    where is the file of the code

  • @nodafarfosha9951
    @nodafarfosha9951 3 года назад

    how can i get your code

  • @katies5153
    @katies5153 10 месяцев назад

  • @Md-xz6zb
    @Md-xz6zb 4 года назад

    How we can find the codes?