GPAO: Gaussian process-based active optimization

Code extracted from Memming's active optimization project:

    Il Memming Park, Marcel Nassar, Mijung Park. Active Bayesian Optimization: Minimizing Minimizer Entropy. arXiv:1202.2143v1 (2012)

Requires GPML:
http://www.gaussianprocess.org/gpml/code/