DocumentCode
582781
Title
A novel adaptive danger model algorithm
Author
Hong Lu ; Yang Jing
Author_Institution
Sch. of Electron. Eng., Huaihai Inst. of Technol., Lianyungang, China
fYear
2012
fDate
25-27 July 2012
Firstpage
7216
Lastpage
7219
Abstract
Danger model theory is a new theory of immunology, and it breaks a new path for immunology research. The general situation and running mechanism of danger model are presented in this paper. A novel adaptive danger model algorithm is presented. The algorithm identifies "dangerous" as the core idea and introduces antigen presenting cell and different danger signals. To solve the danger area selection problem, in the amelioration algorithm, the danger area radius is adaptive adjustment with the increase of iteration. Experimental results show that new algorithm provides by higher discrimination ratio.
Keywords
artificial immune systems; cellular biophysics; evolutionary computation; adaptive danger model algorithm; amelioration algorithm; antigen presenting cell; danger area radius; danger area selection problem; immunology; Adaptation models; Computational modeling; Computers; Educational institutions; Electrical engineering; Electronic mail; Immune system; Adaptive Adjustment; Artificial Immune system; Danger model;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (CCC), 2012 31st Chinese
Conference_Location
Hefei
ISSN
1934-1768
Print_ISBN
978-1-4673-2581-3
Type
conf
Filename
6391215
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