Abstract
In T-detector Maturation Algorithm with Overlap Rate, the parameter Omin is proposed to control the distance among detectors. But Omin is required to be set by experience. To solve the problem, T-detector Maturation Algorithm with NS operator is proposed. The results of experiment show that the proposed algorithm can achieve the same effect with TMA-OR when 2-dimensional synthetic data and iris data are used as the data set.
Access provided by Autonomous University of Puebla. Download to read the full chapter text
Chapter PDF
Similar content being viewed by others
References
Hart, E., Timmis, J.: Application areas of AIS: The past, the present and the future. Journal of Applied Soft Computing 8(1), 191–201 (2008)
Timmis, J.: An interdisciplinary perspective on artificial immune systems. Evolutionary Intelligence 1(1), 5–26 (2008)
Greensmith, J., Aickelin, U., et al.: Information Fusion for Anomaly Detection with the Dendritic Cell Algorithm. Information Fusion 11(1), 21–34 (2010)
Ji, Z., Dasgupta, D.: Real-Valued Negative Selection Algorithm with Variable-Sized Detectors. In: Deb, K., et al. (eds.) GECCO 2004. LNCS, vol. 3102, pp. 287–298. Springer, Heidelberg (2004)
Stibor, T., Timmis, J.I., Eckert, C.: A Comparative Study of Real-Valued Negative Selection to Statistical Anomaly Detection Techniques. In: Jacob, C., Pilat, M.L., Bentley, P.J., Timmis, J.I. (eds.) ICARIS 2005. LNCS, vol. 3627, pp. 262–275. Springer, Heidelberg (2005)
Ji, Z., Dasgupta, D.: Estimating the Detector Coverage in a Negative Selection Algorithm. In: Genetic and Evolutionary Computation Conference (2005)
Chen, J.: T-detector Maturation Algorithm with Overlap Rate. Wseas Transactions on Computers 7(8), 1300–1308 (2008)
Chen, J.: A novel suppression operator used in optaiNet. BSBT 57, 17–23 (2009)
Ji, Z.: Negative Selection Algorithms: from the Thymus to V-detector. PhD Dissertation. University of Memphis (2006)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Chen, J., Zhang, Q., Fang, Z. (2011). A Suppression Operator Used in TMA. In: Wang, Y., Li, T. (eds) Knowledge Engineering and Management. Advances in Intelligent and Soft Computing, vol 123. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-25661-5_7
Download citation
DOI: https://doi.org/10.1007/978-3-642-25661-5_7
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-25660-8
Online ISBN: 978-3-642-25661-5
eBook Packages: EngineeringEngineering (R0)