10 Meta-Modeling in Multiobjective Optimization

  title={10 Meta-Modeling in Multiobjective Optimization},
  author={Joshua D. Knowles and Hirotaka Nakayama},
In many practical engineering design and other scientific optimization problems, the objective function is not given in closed form in terms of the design variables. Given the value of the design variables, the value of the objective function is obtained by some numerical analysis, such as structural analysis, fluidmechanic analysis, thermodynamic analysis, and so on. It may even be obtained by conducting a real (physical) experiment and taking direct measurements. Usually, these evaluations… CONTINUE READING


Publications referenced by this paper.

Multiobjective optimization using surrogates. Presented at Adaptive Computing in Design and Manufacture (ACDM

  • I. Voutchkov, A. J. Keane
  • 2006
Highly Influential
3 Excerpts

Simulation based optimization for unknown objective functions

  • H. Nakayama, M. Arakawa, R. Sasaki
  • Optimization and Engineering
  • 2002
Highly Influential
4 Excerpts

Similar Papers

Loading similar papers…