Python Code for Particle Swarm Optimization (Sphere function)

Описание: 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://engineer-hunter.blogspot.com/...

Optimization playlist:    • Optimization  
PSO algorithm:    • Python Code for Particle Swarm Optimizatio...  
Size optimization using PSO:    • Size Optimization of Truss Structure using...  
Size and shape optimization using PSO:    • PSO and Python for size and shape optimiza...  

Truss structural analysis using Python:
2D truss:    • Python: Direct Stiffness Analysis of Stati...  
3D truss:    • Python: Direct Stiffness Analysis of 3D Truss  

Dynamic Analysis:
Natural frequency of 2D truss:    • Natural Frequency of 2D Truss Structure us...  
Natural frequency of 3D truss:    • How to find natural frequency of 3D truss ...  

Direct stiffness method:    • Direct Stiffness Method for Truss Element  

Truss structural analysis using Matlab:
Part 1:    • Matlab : Direct Stiffness Analysis of Stat...  
Part 2:    • Matlab : Direct Stiffness Analysis of Stat...  

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