Optimal Engineering System Design Guided by Data-Mining Methods

@article{Kim2005OptimalES,
  title={Optimal Engineering System Design Guided by Data-Mining Methods},
  author={Pansoo Kim and Yu Ding},
  journal={Technometrics},
  year={2005},
  volume={47},
  pages={336-348}
}
An optimal engineering design problem is challenging because nonlinear objective functions usually need to be evaluated in a high-dimensional design space. This article presents a data-mining–aided optimal design method, that is able to find a competitive design solution with a relatively low computational cost. The method consists of four components: (1) a uniform-coverage selection method, that chooses design representatives from among a large number of original design alternatives for a… CONTINUE READING

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CITES BACKGROUND

References

Publications referenced by this paper.
SHOWING 1-10 OF 17 REFERENCES

Bayesian Classification Trees and Clustering for Rapid Generation and Selection of Design Alternatives,

T. Igusa, H. Liu, B. Schafer, D. Q. Naiman
  • Proceedings of 2003 NSF Design, Service and Manufacturing Grantees and Research Conference,
  • 2003
VIEW 5 EXCERPTS
HIGHLY INFLUENTIAL

Optimal design of fixture layout in multistation assembly processes

  • IEEE Trans. Automation Science and Engineering
  • 2004
VIEW 4 EXCERPTS

6. Number‐Theoretic Methods in Statistics

VIEW 3 EXCERPTS
HIGHLY INFLUENTIAL

A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output

M. D. McKay, R. J. Bechman, W. J. Conover
  • From a Computer Code,” Technometrics,
  • 1979
VIEW 4 EXCERPTS
HIGHLY INFLUENTIAL

A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output From a Computer Code

M. D. McKay, R. J. Bechman, W. J. Conover
  • Technometrics
  • 1979
VIEW 4 EXCERPTS
HIGHLY INFLUENTIAL