generalized expected improvement

This will help to use EI also with a kappa strategy. reference: Michael J Sasena, Panos Papalambros, and Pierre Goovaerts. 2002. Exploration of metamodeling sampling criteria for constrained global optimization. Engineering optimization 34, 3 (2002), 263–278.

maybe version 2.0