Title :
A novel adaptive danger model algorithm
Author :
Hong Lu ; Yang Jing
Author_Institution :
Sch. of Electron. Eng., Huaihai Inst. of Technol., Lianyungang, China
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;
Conference_Titel :
Control Conference (CCC), 2012 31st Chinese
Conference_Location :
Hefei
Print_ISBN :
978-1-4673-2581-3