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논문검색

Novel Clonal Selection Algorithm Improving Selection Operator

원문정보

Tao Gong, Long Li, Changsheng Guo, Xiaolei Gong

보안공학연구지원센터(IJMUE) International Journal of Multimedia and Ubiquitous Engineering Vol.7 No2 2012.05 pp.323-328
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초록

영어

To optimize the search of the clonal selection algorithm for the optimal solution, the selection operator is improved and a novel clonal selection algorithm is designed. The selection operator is compared with such selection operators as Roulette Wheel Selection operator, Tournament Selection operator, and Sampling Selection operator. The selection operator is improved to increase the accuracy and efficiency for finding the optimal solutions. The experimental results show that the novel clonal selection algorithm performs better than the traditional clonal selection algorithm due to the adjustment of the selection operator.

목차

Abstract
 1. Introduction
 2. Clonal Selection Algorithm and Selection Operator
 3. Design of Selection Operators
  3.1. Roulette Wheel Selection
  3.2. Tournament Selection
  3.3. Sampling Selection
 4. Improvement of Clonal Selection Algorithm
 5. Experiments and Analysis
 6. Conclusion
 Acknowledgements
 References

키워드

저자정보

  • Tao Gong College of Information S. & T., Donghua University, Shanghai 201620, China, Engineering Research Center of Digitized Textile & Fashion Technology, Ministry of Education, Donghua University, Shanghai 201620, China, Department of Computer Science, Purdue University, West Lafayette 47907, USA
  • Long Li College of Information S. & T., Donghua University, Shanghai 201620, China
  • Changsheng Guo College of Information S. & T., Donghua University, Shanghai 201620, China
  • Xiaolei Gong College of Information S. & T., Donghua University, Shanghai 201620, China

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