GWO Python Code || Grey Wolf Optimizer in Python || ~xRay Pixy

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  • Опубликовано: 4 ноя 2024

Комментарии • 36

  • @RitikaxRayPixy
    @RitikaxRayPixy  Год назад

    Grey wolf optimization algorithm (GWO)
    ruclips.net/p/PLVLAu9B7VtkZqqm0-94VpKo_kL63HCaFd

  • @medhunhashini2920
    @medhunhashini2920 Год назад +1

    It was a great and clear video.....may i kno what is the population size for predicting software defects in SDP models

    • @RitikaxRayPixy
      @RitikaxRayPixy  Год назад

      The population size for predicting software defects in SDP models using Gray Wolf Optimization depends on the specific problem and should be determined through experimentation and parameter tuning.

  • @zunairanaseem4088
    @zunairanaseem4088 4 месяца назад

    How to use GSO with KELM classifier for classification problem?

  • @OSAMUDIAMENENAGBARE
    @OSAMUDIAMENENAGBARE 8 месяцев назад

    Great video, how can I use this as an MPPT algorithm for a PV system in MATLAB ?

  • @mohanasaranya725
    @mohanasaranya725 Год назад +1

    Thankyou for your informative & clear videos mam.. can you please make videos on human stock exchange and dingo optimization algorithms...

    • @RitikaxRayPixy
      @RitikaxRayPixy  Год назад +1

      Thank you, As Soon as possible :)

    • @RitikaxRayPixy
      @RitikaxRayPixy  9 месяцев назад

      Dingo Optimization Algorithm (DOA) Step-By-Step ~xRay Pixy
      ruclips.net/video/l-OeirQQfpU/видео.html

  • @Programmer01-d3y
    @Programmer01-d3y 10 месяцев назад

    Can you give idea about gwo based fault tolerance optimizer and qos parameters measurement

  • @TestTest-i3i
    @TestTest-i3i 9 месяцев назад

    thank you very much for this code can you help me to use this algorithm to select feature from dataset

  • @swatimishra1555
    @swatimishra1555 Год назад +1

    How can we use this GWO for the image classification problem

    • @RitikaxRayPixy
      @RitikaxRayPixy  Год назад

      We can map classifier parameters to grey wolf positions (search agents) to optimize image classification models.

  • @Thomas10e10
    @Thomas10e10 Год назад +1

    Hello, I'm trying to apply GWO with neural network to predict real state prices, do you know how can I use GWO for that? will GWO predict the best parameters for Neural network?

    • @RitikaxRayPixy
      @RitikaxRayPixy  Год назад +2

      Hello, GWO can be applied to optimize neural network parameters for real estate price prediction, but it won't predict the best parameters directly; it will search for them.
      first, Define Your Neural Network.
      2. define objective function.
      3. Initialize Population
      4. Encode and decode the hyperparameters
      5. Fitness Evaluation
      6. Apply GWO
      7. Training the Neural Network
      8. Finally, test your optimized neural network

    • @Thomas10e10
      @Thomas10e10 Год назад

      @@RitikaxRayPixy Will population size be how many parameters I need to optimize on gwo? Or will it be how many rows I have on my dataframe?

    • @RitikaxRayPixy
      @RitikaxRayPixy  Год назад +1

      The population size in GWO is the number of potential solutions (wolves) in the optimization process

  • @swatimishra1555
    @swatimishra1555 Год назад +1

    Hello, how to use this optimizer in binary classification

    • @RitikaxRayPixy
      @RitikaxRayPixy  Год назад

      Hello, We can apply GWO by encoding binary classifier parameters to wolf positions (search agents), optimizing through iterations, and evaluating their performance for binary classification tasks.

  • @mohammadtahmidhussain1525
    @mohammadtahmidhussain1525 Год назад +1

    Nice

  • @congnghehay7187
    @congnghehay7187 Год назад +1

    Does the letter "D" represent the number of wolves?

  • @ahmedbenkhalek3699
    @ahmedbenkhalek3699 Год назад +1

    Can you give an exemple of discrete grey wolf optimizer

  • @mustaphaabubakar8336
    @mustaphaabubakar8336 10 месяцев назад

    hello please am working on an assignment using grey wolf optimization for feature selection on the breast cancer dataset how can i use this algorithm to work around the dataset

  • @saurabhtalele1537
    @saurabhtalele1537 Год назад +1

    Cool🎉🎉🎉

  • @عليمحمودعلي-ل6ص
    @عليمحمودعلي-ل6ص Год назад +1

    Quantum Cat Swarm Optimization Based Clustering for Multi Omics Data Integration and Cancer Subtype Classification ........ can explain this project

  • @emmanueltaiwo17
    @emmanueltaiwo17 Год назад +1

    How do i apply this code to problem with three factors i.e has a fitness function with x,y,z variable(polynomial) and each has 3 levels?

    • @RitikaxRayPixy
      @RitikaxRayPixy  Год назад

      Define and Replace your Objective function with this code objective function.

  • @kedirnigatu2167
    @kedirnigatu2167 4 месяца назад +1

    I want Grey Wolf Optimizer algorithm in wireless sensor network

  • @igriuket
    @igriuket Год назад +1

    I had a little challenge with the codes. It did not run and rather showed me 54 problems

    • @RitikaxRayPixy
      @RitikaxRayPixy  Год назад

      Check Code here: codebypixy.blogspot.com/2023/08/gwo-python-code-grey-wolf-optimizer-in.html

  • @TestTest-i3i
    @TestTest-i3i 9 месяцев назад

    thank you very much for this code can you help me to use this algorithm to select feature from dataset