Levy Flights In Metaheuristic Optimization Algorithms ~xRay Pixy

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  • čas přidán 26. 06. 2024
  • Learn how to use Levy Flights in Metaheuristic Algorithms Step-By-Step
    Video Chapters: LF in Optimization Algorithms
    00:00 Introduction
    00:38 Levy Flights Basic
    01:32 How Levy Flights Work?
    07:03 Levy Flights Step Size Calculation
    08:51 Random Number Implementation using Levys Flight
    10:10 Levy Flights In Metaheuristics
    11:02 Apply Levy Flights in Metaheuristics
    12:24 Levy Flights Based Algorithms
    13:30 Levy Flight-Based Particle Swarm Optimization
    13:39 Levy Flight-Based Cuckoo Search Algorithm
    13:57 Levy Flight-Based Firefly Algorithm
    14:18 Levy Flight-Based Bat Algorithm
    14:31 Levy Flight-Based Flower Pollination Algorithm
    15:17 Conclusion
    15:54 Outro
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Komentáře • 17

  • @Neo-TheOne-Matrix
    @Neo-TheOne-Matrix Před 2 měsíci +1

    Lot of Love ❤❤

  • @kumargie
    @kumargie Před 3 měsíci +1

    Nice explanation

  • @saurabhtalele1537
    @saurabhtalele1537 Před 3 měsíci +1

    Nicely explained.....🎉🎉🎉

  • @geetakoppula5022
    @geetakoppula5022 Před 3 měsíci +1

    Nice explanation mam

  • @qiangli1578
    @qiangli1578 Před 16 dny +1

    could you tell me the difference between step length generation and step size calculation? when should i use them in my LF process? Thanks!

    • @RitikaxRayPixy
      @RitikaxRayPixy  Před 14 dny +1

      We have virtual environment here so it is used to determine how far to move.
      Step Length Generation (i.e., Generates candidate step lengths)
      When step length is generated than calculate step size.
      Step Size Calculation (i.e., Calculates the precise step size )

    • @qiangli1578
      @qiangli1578 Před 14 dny

      @@RitikaxRayPixy Where can I get the matlab code of Levy flight scheme? I want to extend my understanding on HOW IT WORKS and solve my puzzlement in practice. Could you recommend a link for me pls? Thank you.

    • @RitikaxRayPixy
      @RitikaxRayPixy  Před 13 dny +1

      Please Check
      in.mathworks.com/matlabcentral/fileexchange/54203-levy-n-m-beta
      Levy Flight Numerical Example || Step-By-Step || ~xRay Pixy
      czcams.com/video/M-jnE9DNt-Q/video.html

  • @msangeetha-gw9yd
    @msangeetha-gw9yd Před 2 měsíci +1

    explain with numerical example

    • @RitikaxRayPixy
      @RitikaxRayPixy  Před 2 měsíci

      Sure Soon :)

    • @RitikaxRayPixy
      @RitikaxRayPixy  Před 2 měsíci

      Levy Flight Numerical Example || Step-By-Step || ~xRay Pixy
      czcams.com/video/M-jnE9DNt-Q/video.html

  • @prasenjit8741
    @prasenjit8741 Před 3 měsíci +1

    Ma'am which books we may refer for meta heuristic optimization algorithms.

    • @RitikaxRayPixy
      @RitikaxRayPixy  Před 3 měsíci

      Engineering Optimization

    • @prasenjit8741
      @prasenjit8741 Před 3 měsíci

      Ma'am Author Name, please? Thank You, Ma'am

    • @RitikaxRayPixy
      @RitikaxRayPixy  Před 3 měsíci

      Engineering Optimization: Theory and Practice, Fourth Edition
      Singiresu S. Rao