Earticle

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

저자

• 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 ]

참고문헌

발행기관

간행물

표지보기 관심저널 등록

• 간행물명

  International Journal of Multimedia and Ubiquitous Engineering

• 간기

  월간

• pISSN

  1975-0080

• 수록기간

  2008~2016

• 등재여부

  SCOPUS

• 십진분류

  KDC 505 DDC 605