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Gmandel is a fractal image generator for SMP and computer clusters. The graphic frontend is GTK-2 based, although GTK-1.2 is also available. It is intended to explore unknown details of fractals and to provide benchmarks for computer clusters.
Hrothgar is a parallel minimizer and Markov Chain Monte Carlo generator by Andisheh Mahdavi of San Francisco State University. It has been used to solve optimization problems in astrophysics (galaxy cluster mass profiles) as well as in experimental particle physics (hadronic tau decays). It is probably adaptable enough to be applied to your merit function if you can write it in C.