Cool! Bought a copy. Some questions<p>- Have you looked into Latin Hypercube Sampling for your initial population creation? Or in general, some initial set that tries to cover the space better than a pseudo-random sample? LHS tries to guarantee some distance between the points, which can be beneficial for rather non-convex problems.<p>- For very high dimensionality, have you considered classification to identify which dimensions are significant?