Examples

Simple optimization

• OneMax
  • Step 1: Import python libraries and StarPSO classes
  • Step 2: Define the objective function
  • Step 3: Set the PSO parameters
  • Step 4: Run the optimization
  • Step 5: Final output

Multiobjective function (with constraints)

• Binh and Korn
  • Step 1: Import python libraries and StarPSO classes
  • Step 2: Define the objective function
  • Step 3: Set the PSO parameters
  • Step 4: Run the optimization
  • Step 5: Extract the data for analysis and plotting
  • Step 6: Compute the Pareto front
  • Step 7: Visualize the solutions

Multimodal function

• Shubert 2D
  • Step 1: Import python libraries and StarPSO classes
  • Step 2: Define the objective function
  • Step 3: Set the PSO parameters
  • Step 4: Run the optimization
  • Step 5: Extract the data for analysis and plotting
  • Step 6: Visualize the solutions

More examples

For more example please visit this page, where all the examples are maintained and explained in details.