Examples

Simple optimization

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

Combinatorial problem (with constraints)

• Travelling Salesman Problem
  • Step 1: Import python libraries and PyGenAlgo classes
  • Step 2: Auxiliary structures
  • Step 3: Define the objective function
  • Step 4: Set the GA parameters
  • Step 5: Run the optimization
  • Step 6: Final output
  • Step 7: Visualize the solution

Multimodal function

• Gaussian Mixture - 2D
  • Step 1: Import python libraries and PyGenAlgo classes
  • Step 2: Define the objective function
  • Step 3: Set the GA 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.