  We propose an extension of the concept of Expected Improvement criterion
commonly used in Kriging based optimization. We extend it for more complex
Kriging models, e.g. models using derivatives. The target field of application
are CFD problems, where objective function are extremely expensive to evaluate,
but the theory can be also used in other fields.
