Python Code for Particle Swarm Optimization (Sphere function)

Published: 27 July 2021
on channel: Engineer Hunter

21,787

361

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...

-------------------------------------------------------------------
Donate me:   / engineerhunter
Join membership:    / @engineerhunter
YouTube:    / engineerhunter
Facebook:   / engineerhunterse
Instagram:   / engineerhunter
TikTok: https://www.tiktok.com/@engineerhunte...
Contact me: engineer.hunter.ce@gmail.com

On this page of the site you can watch the video online Python Code for Particle Swarm Optimization (Sphere function) with a duration of hours minute second in good quality, which was uploaded by the user Engineer Hunter 27 July 2021, share the link with friends and acquaintances, this video has already been watched 21,787 times on youtube and it was liked by 361 viewers. Enjoy your viewing!

363,581

4.8K