Multiobjective optimization of expensive-to-evaluate deterministic computer simulator models

@article{Svenson2016MultiobjectiveOO,
  title={Multiobjective optimization of expensive-to-evaluate deterministic computer simulator models},
  author={Joshua Svenson and Thomas J. Santner},
  journal={Computational Statistics & Data Analysis},
  year={2016},
  volume={94},
  pages={250-264}
}
Many engineering design optimization problems containmultiple objective functions all of which are desired to be minimized, say. This paper proposes a method for identifying the Pareto Front and the Pareto Set of the objective functions when these functions are evaluated by expensive-to-evaluate deterministic computer simulators. The method replaces the expensive function evaluations by a rapidly computable approximator based on a Gaussian process (GP) interpolator. It sequentially selects new… CONTINUE READING
BETA
Tweets
This paper has been referenced on Twitter 1 time. VIEW TWEETS

References

Publications referenced by this paper.
SHOWING 1-10 OF 25 REFERENCES

Similar Papers

Loading similar papers…