论文信息 - Pattern recognition by primary and secondary response of an Artificial Immune System

Pattern recognition by primary and secondary response of an Artificial Immune System

SummaryIn this paper we show how an Artificial Immune System can be used to study pattern recognition processes and learning. In particular we show the ability of the model to discover and maintain coverage of the diverse patterns through mechanism of evolution and mutation.

Giuseppe Nicosia | Filippo Castiglione | Santo Motta

[1] S. Motta,et al. Pattern recognition by primary and secondary response of an Artificial Immune System , 2001 .

[2] F. Burnet. The clonal selection theory of acquired immunity , 1959 .

[3] Tobias J. Hagge,et al. Physics , 1929, Nature.

[4] R. Ellis,et al. Entropy, large deviations, and statistical mechanics , 1985 .

[5] S. Forrest,et al. Immunology as Information Processing , 2001 .

[6] M. Almond,et al. Computers in Physics , 1971 .

[7] Alan S. Perelson,et al. Theoretical and Experimental Insights into Immunology , 1992, NATO ASI Series.

[8] D. Dasgupta. Artificial Immune Systems and Their Applications , 1998, Springer Berlin Heidelberg.

[9] John H. Holland,et al. Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence , 1992 .

[10] O Günther,et al. [Immunology today]. , 1971, Allergie und Immunologie.