Use cases

These are all user-submitted use-cases on how they used PySwarms for a variety of problems:

• Training a Neural Network
  • Load the iris dataset
  • Constructing a custom objective function
  • Neural network architecture
  • Performing PSO on the custom-function
  • Checking the accuracy
• Inverse Kinematics Problem
  • IK as an Optimization Problem
    • Initializing the Swarm
    • Finding the global optimum
  • Preparations
  • Running the algorithm
• Solving an electric circuit using Particle Swarm Optimization
  • Introduction
    • Mathematical Formulation
    • Known parameter values
  • Optimization
    • Defining the cost fuction
    • Setting the optimizer
    • Checking the solution