Model-based optimization revisited: Towards real-world processes

@article{Biermann2008ModelbasedOR,
  title={Model-based optimization revisited: Towards real-world processes},
  author={Dirk Biermann and Klaus Weinert and Tobias Wagner},
  journal={2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence)},
  year={2008},
  pages={2975-2982}
}
The application of empirically determined surrogate models provides a standard solution to expensive optimization problems. Over the last decades several variants based on DACE (design and analysis of computer experiments) have provided excellent optimization results in cases where only a few evaluations could be made. In this paper these approaches are revisited with respect to their applicability in the optimization of production processes, which are in general multiobjective and allow no… CONTINUE READING