Size Optimization of Truss Structure using Particle Swarm Optimization in Python Code смотреть онлайн

Size Optimization of Truss Structure using Particle Swarm Optimization in Python Code
#Python #PSO #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 optimization of truss structure.

Code file and references here: https://bit.ly/3m7VAsz

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

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