I implemented parallel genetic programming on Maspar, an SIMD machine with 4096 processors. The implementation is the simple pursuer-evader game that the pursuer tries to find the optimal evaluation function as it's strategy. The main advantage of using parallel computer is the speedup(although many people doubt it) and I try to achieve a satisfiable one in this project.
For more detail, here's my "cs110a project report"