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An Affinity Based Complex Artificial Immune System

An Affinity Based Complex Artificial Immune System

Wei Wang, Mei Chang, Xiaofei Wang, Zheng Tang
Copyright: © 2011 |Volume: 2 |Issue: 2 |Pages: 14
ISSN: 1947-9077|EISSN: 1947-9085|EISBN13: 9781613506509|DOI: 10.4018/jdls.2011040102
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MLA

Wang, Wei, et al. "An Affinity Based Complex Artificial Immune System." IJDLS vol.2, no.2 2011: pp.13-26. http://doi.org/10.4018/jdls.2011040102

APA

Wang, W., Chang, M., Wang, X., & Tang, Z. (2011). An Affinity Based Complex Artificial Immune System. International Journal of Digital Library Systems (IJDLS), 2(2), 13-26. http://doi.org/10.4018/jdls.2011040102

Chicago

Wang, Wei, et al. "An Affinity Based Complex Artificial Immune System," International Journal of Digital Library Systems (IJDLS) 2, no.2: 13-26. http://doi.org/10.4018/jdls.2011040102

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Abstract

This paper proposes an affinity based complex artificial immune system considering the fact that the different eptitopes located on the surface of antigen can be recognized by a set of different paratopes expressed on the surface of immune cells. A neighborhood set consisting of immune cells with different affinities to a certain input antigen is built to simulate the nature immune behavior. Furthermore, the complex numbers are adopted as the data representation, besides the weight between different layers. In the simulations, the recognition on transformation patterns is performed to illustrate that the proposed system is capable of recognizing the transformation patterns and it has obviously higher noise tolerance ability than the previous system models.

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