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PSO and Python for size and shape optimization of truss structure

7.7K views
Aug 10, 2021
27:16

PSO and Python for size and shape optimization of truss structure #PSO #Python #Optimization Particle Swarm Optimization is one of a meta-heuristic algorithm which was used in many real world optimization problems of many fields including civil engineering field as well. Particle Swarm Optimization was first introduced by Kennedy and Eberhart in 1995. The algorithm was proposed based on the behavior or movement of a bird flock. To apply the theory of PSO to the optimization problem, we can implement the theory to Python code to do the size and shape optimization of truss structure. Code file and references here: https://www.patreon.com/posts/pso-and-python-54738601?utm_medium=clipboard_copy&utm_source=copyLink&utm_campaign=postshare_creator&utm_content=join_link Optimization playlist: https://youtube.com/playlist?list=PLKM8C2S0RaMVgm-Iaxh8fFqa2299xfVJo - PSO algorithm: https://youtu.be/JqTASBiMVT8 - Size optimization using PSO: https://youtu.be/Ww9j3z3jNLM - Size and shape optimization using PSO: https://youtu.be/1kY1SbHZvlA Truss structural analysis using Python: - 2D truss: https://youtu.be/Y-ILnLMZYMw - 3D truss: https://youtu.be/9U-j1HxchXE Dynamic Analysis: - Natural frequency of 2D truss: https://youtu.be/hydsLK0QqwU - Natural frequency of 3D truss: https://youtu.be/r-DidtjIKIg Direct stiffness method: https://youtu.be/J8ezwHKxcDs Truss structural analysis using Matlab: - Part 1: https://youtu.be/jN9LV2H8y6A - Part 2: https://youtu.be/y30NpDy1Z-o ------------------------------------------------------------------- Donate me: https://www.patreon.com/EngineerHunter Join membership: https://www.youtube.com/channel/UC6bSGSi9Bk0usn_1hqqrsLw/join YouTube: http://www.youtube.com/engineerhunter Facebook: https://web.facebook.com/EngineerHunterSE Instagram: https://www.instagram.com/engineerhunter/ TikTok: https://www.tiktok.com/@engineerhunter?lang=en Contact me: [email protected]

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