Title :
A new algorithm for the creation of artificial immune detectors
Author :
Deng, Hongli ; Yang, Tao ; Chen, Wen
Author_Institution :
Dept. of Comput. Sci. & Technol., Southwest Univ. of Sci. & Technol., Mianyang, China
Abstract :
As traditional negative selection algorithms need to calculate the distances between initial detectors and all the self data, the efficiencies of them are too low. In this article, before the creation process of detectors, the self data is pretreated to be a SS-Tree, and then the negative selection process is transformed into the data query process in the self SS-Tree to improve the efficiency of detectors creation.
Keywords :
artificial immune systems; SS-Tree; artificial immune detectors; data query process; detector creation process; initial detectors; negative selection algorithms; Algorithm design and analysis; Arrays; Computer science; Detectors; Evolutionary computation; Genetics; Indexing; SS-Tree; artificial immune; detector; negative selection;
Conference_Titel :
Computer Science and Service System (CSSS), 2011 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-9762-1
DOI :
10.1109/CSSS.2011.5974455
