Use-cases

Below are some examples on how to use PSO in different applications. If you wish to check the actual Jupyter Notebooks, please go to this link

• Feature Subset Selection
  • A short primer on feature selection
    • Feature selection and the objective function
    • Generating a toy dataset using scikit-learn
  • Writing the custom-objective function
  • Using Binary PSO
• Solving the Inverse Kinematics problem using Particle Swarm Optimization
  • Introduction
  • IK as an Optimization Problem
    • Initializing the Swarm
    • Finding the global optimum
  • Preparations
  • Running the algorithm