A resource limited artificial immune system for data analysis

H. Bersini, F.J. Varela, Hints for adaptive problem solving gleaned from immune networks. Parallel Problem Solving from Nature, First Workshop PPSW 1, Dortmund, FRG, October, 1990. Coutinho, 1980, The self–non self discrimination and the nature and acquisition of the antibody repertoire, Annals of Immunology (Inst. Past.), 131D Cooke, 1995 Dasgupta, 1998, An overview of artificial immune systems and their applications, 3 Farmer, 1986, The immune system, adaptation and machine learning, Physica, 22D, 187 Fisher, 1936, The use of multiple measurements in taxonomic problems, Annual Eugenics, Part II, 7, 179, 10.1111/j.1469-1809.1936.tb02137.x E. Hart, P. Ross, J. Nelson, Producing robust schedules via an artificial immune system, in: Proceedings of IEEE International Conference on Evolutionary Computing, 1998. Hunt, 1998, 157 Jerne, 1974, Towards a network theory of the immune system, Annals of Immunology (Inst Past.), 125C, 373 Kephart, 1994, A biologically inspired immune system for computers. Artificial life IV, 130 Kohonen, 1997 M. Neal, J. Hunt, J. Timmis, Augmenting an artificial immune network, in: Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, San Diego, USA, 1998, pp. 3821–3826. Perelson, 1989, Immune network theory, Immunological Review, 110, 5, 10.1111/j.1600-065X.1989.tb00025.x Timmis, 2000, An artificial immune system for data analysis, Biosystems, 55, 143, 10.1016/S0303-2647(99)00092-1 J. Timmis, M. Neal, J. Hunt, Data analysis with artificial immune systems, cluster analysis and kohonen networks: some comparisons, in: Proceedings of the International Conference on Systems and Man and Cybernetics, IEEE, Tokyo, Japan, 1999, pp. 922–927. J. Timmis, Visualising artificial immune networks. Technical Report UWA-DCS-00-034, Department of Computer Science, University of Wales, Aberystwyth, 2000. J. Timmis, Artificial immune systems: a novel data analysis technique inspired by the immune network theory, PhD Thesis, University of Wales, Aberystwyth, 2000. Tizzard, 1998, The response of B cells to antigen, 199 Varela, 1988, Cognitive networks: immune, neural and otherwise, Theoretical Immunology, 2, 359