Implemented Evolutionary Algorithms - GII/JEAF GitHub Wiki

The number of different evolutionary algorithms that are implemented in this framework increases continously. In this section, the background concepts of these algorithms are briefly explained together with the details of how to use them in the JEAF framework.

• Genetic Algorithms
• Evolutionary Strategies
• Differential Evolution
• CMA: Covariance Matrix Adaptation
• Macroevolutionary Algorithms
• Microgenetic Algorithm
• Multiobjective Evolutionary Algorithms
  • NSGA-II Algorithm

Differential Evolution is a very simple but powerful evolutionary algorithm initially designed by Keneth Price and Rainer Storn. More on it and how to configure JEAF for executing an instance of this algorithm can be found [here](Differential Evolution).

The NSGA-II is a widely used multi-objective genetic algorithm. More on it and how to configure JEAF for executing an instance of this algorithm can be found [here](Non dominated Sorting Genetic Algorithm II).