notebooks

Notebooks on how to use Distributed Evolutionary Algorithm in Python (DEAP)

• DEAP: Enabling Nimbler Evolutions (published in SIGEvolution, volume 6 issue 2)
• Genetic algorithm : OneMax problem

Notebooks by Luis Martí for the graduate course Advanced Evolutionary Computation: Theory and Practice.

• Elements of Evolutionary Algorithms
• Using genetic algorithms to solve the traveling salesperson problem
• Understanding evolutionary strategies and covariance matrix adaptation
• Evolutionary Multi-Objective Optimization