Automatically finding the control variables for complex system behavior

@article{Gay2010AutomaticallyFT,
  title={Automatically finding the control variables for complex system behavior},
  author={Gregory Gay and Tim Menzies and Misty Davies and Karen Gundy-Burlet},
  journal={Automated Software Engineering},
  year={2010},
  volume={17},
  pages={439-468}
}
Testing large-scale systems is expensive in terms of both time and money. Running simulations early in the process is a proven method of finding the design faults likely to lead to critical system failures, but determining the exact cause of those errors is still time-consuming and requires access to a limited number of domain experts. It is desirable to find an automated method that explores the large number of combinations and is able to isolate likely fault points. Treatment learning is a… CONTINUE READING
Highly Cited
This paper has 24 citations. REVIEW CITATIONS
16 Extracted Citations
58 Extracted References
Similar Papers

Citing Papers

Publications influenced by this paper.
Showing 1-10 of 16 extracted citations

Referenced Papers

Publications referenced by this paper.
Showing 1-10 of 58 references

ANTARES: Spacecraft simulation for multiple user communities and facilities

  • A. Acevedo, J. Arnold, W. Othon, J. Berndt
  • AIAA Modeling and Simulation Technologies…
  • 2007
Highly Influential
4 Excerpts

Parameter sensitivities, Monte Carlo filtering, and model forecasting under uncertainty

  • K. Rose, E. Smith, R. Gardner, A. Brenkert, S. Bartell
  • J. Forecast
  • 1991
Highly Influential
6 Excerpts

Similar Papers

Loading similar papers…