Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
496177 | Applied Soft Computing | 2012 | 11 Pages |
Abstract
⺠An Immunodomaince based Clonal Selection Clustering Algorithm (ICSCA) is proposed. ⺠An antibody immunodominance operator is introduced to the framework of CSA. ⺠One iteration of FCM is used to improve the diversity of antibody population. ⺠An adaptive updating mechanism is designed to quicken the convergence. ⺠ICSCA outperforms FCM, GAFCM and CSAFCM in term of clustering accuracy.
Related Topics
Physical Sciences and Engineering
Computer Science
Computer Science Applications
Authors
Ruochen Liu, Xiangrong Zhang, Neng Yang, Qifeng Lei, Licheng Jiao,