From BoostCon 2011 -- The Geneva Optimisation library
The library was presented here at the conference -- it allows parametric optimisation using evolutionary and particle swarm algorithms using efficient parallel execution across many cores and nodes. The only external dependency is Boost!
The code is available at: https://code.launchpad.net/geneva