Python Code for Particle Swarm Optimization (Sphere function)

Python Code for Particle Swarm Optimization (Sphere function)
#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.

Code file and references here: https://bit.ly/3CN3uxt

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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