Exploring concurrent and stateless evolutionary algorithms

JJ Merelo, JLJ Laredo, Pedro Castillo, J. Mario García-Valdez, Sergio Rojas-Galdeano

Communicating sequential processes

Stateless threads writes to/read from channels

Evolutionary algorithms are not stateless

Challenge: design a stateless EA on this architecture

We need to re-examine EA parametrization

Generation gap → big influence on result.