🧬 Evolutionary Algorithms Forge: AI's Darwinian Edge

πŸ“š Evolution of AI Timeline

πŸ”¬ Interactive Glossary

βš™οΈ Population Builder

Configure your evolutionary algorithm parameters:

πŸ”¬ Configuration Preview

🎬 Simulation Viewer

🏘️ Population Visualization

Generation: 0 Best Fitness: 0.00

πŸ“ˆ Fitness Evolution

🌈 Population Diversity

🧬 Crossover Explorer

Explore different crossover methods interactively:

βœ‚οΈ One-Point Crossover

Single cut point divides parents, offspring inherit left from parent1, right from parent2

Parent 1: 11110000
Parent 2: 00001111
Offspring 1: --------
Offspring 2: --------

βœ‚οΈβœ‚οΈ Two-Point Crossover

Two cut points create three segments, middle segment swapped between parents

Parent 1: 11110000
Parent 2: 00001111
Offspring 1: --------
Offspring 2: --------

🎲 Uniform Crossover

Each gene randomly inherited from either parent based on mask probability

Parent 1: 11110000
Parent 2: 00001111
Mask: 10110100
Offspring 1: --------
Offspring 2: --------

🧠 Quiz & Resources

πŸ† Evolutionary Computing Quiz

Question 1 of 5 Score: 0

πŸ“š Learning Resources

πŸ… Achievements