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doi:10.1016/j.csda.2006.11.042 
Copyright © 2006 Elsevier B.V. All rights reserved.
Exploring k-circulant supersaturated designs via genetic algorithms
Received 9 May 2006;
revised 30 November 2006;
accepted 30 November 2006.
Available online 2 January 2007.
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Abstract
E(s2)-optimal or near optimal, two level k-circulant supersaturated designs are explored by means of genetic algorithms. All known k-circulant classes for k=2,…,6 have been rebuilt and improved. The successful application of genetic algorithms is further illustrated by the construction of several k-circulant supersaturated designs for k=7,8.
Keywords: Cyclic generator; E(s2)-optimality; Factorial designs; Genetic algorithms
Article Outline
- 1. Introduction
- 2. Optimality criteria for supersaturated designs
- 3. k-circulant supersaturated designs
- 4. Heuristic search for k-circulant supersaturated designs
- 5. Results
- 6. Conclusion
- Acknowledgements
- Appendix
- References
