Other

Genetic Algorithms

• PGAPack (Parallel Genetic Algorithm Package) a general-purpose, data-structure-neutral, parallel genetic algorithm library developed at Argonne National Laboratory.
• MPIKAIA is a slightly modified version of the PIKAIA 1.2 code developed by Paul Charbonneau and Barry Knapp at the High Altitude Observatory. It uses MPI code to parallelize the "Full Generational Replacement" evolutionary strategy. This package comes with a sample fitness function, which you should replace with your own function/model after you successfully compile and run the sample code.

Cellular Automata

• CAOS (Cells, Agents and Observers for Simulation) is a high-level domain-specific programming language for the definition of extended cellular automata and their parallel simulation on shared and distributed memory computing architectures.