Artificial immune system programming for symbolic regression

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2610, Issue , 2003, Pages 345-353

  Johnson, Colin G ^a  

^a UNIVERSITY OF KENT   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; GENETIC ALGORITHMS; GENETIC PROGRAMMING;

ARTIFICIAL IMMUNE SYSTEM; COMPUTATIONAL ALGORITHM; NATURAL IMMUNE SYSTEMS; SYMBOLIC REGRESSION; SYMBOLIC REGRESSION PROBLEMS;

IMMUNE SYSTEM;

EID: 35248882902     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-36599-0_32     Document Type: Article

References (23)

1. P.J. Angeline. Subtree crossover: Building block engine or macromutation? In John R. Koza, Kalyanmoy Deb, Marco Dorigo, David B. Fogel, Max H. Garzon, Hitoshi Iba, and Rick L. Riolo, editors, Genetic Programming 1997: Proceedings of the Second Annual Conference, pages 9-17. Morgan Kaufman, 1997.
2. M. Ayara, J. Timmis, R. de Lemos, L.N. de Castro, and R. Duncan. Negative selection: How to generate detectors. In J. Timmis and P.J. Bentley, editors, Proceedings of the First International Conference on Artificial Immune Systems, pages 89-98. University of Kent, 2002.
3. John A. Clark and Jeremy L. Jacob. Protocols are programs too: the meta-heuristic search for security protocols. Information and Software Technology, 43(14):891-904, 2001.
4. Nichael Lynn Cramer. A representation for the adaptive generation of simple sequential programs. In John J. Greffenstette, editor, Proceedings of the First International Conference on Genetic Algorithms and their Applications, pages 183-187. Erlbaum, 1985.
5. Dipankar Dasgupta and Nii Attoh-Okine. Immunity-based systems: a survey. In Proceedings of the 1997 IEEE International Conference on Systems, Man and Cybernetics. IEEE Press, 1997.
6. Leandro N. de Castro and Jon Timmis. An artificial immune network for multimodal function optimization. In Proceedings of the 2002 Congress on Evolutionary Computation, pages 699-704. IEEE Press, 2002.
7. Leandro N. de Castro and Jon Timmis. Artificial Immune Systems: A New Computational Intelligence Approach. Springer, 2002.
8. L.N. de Castro and F.J. Von Zuben. Learning and optimization using the clonal selection principle. IEEE Transactions on Evolutionary Comptuation, 6(3):239-251, 2002.
9. Patrik D'haeseleer, Stephanie Forrest, and Paul Helman. An immunological approach to change detection: Algorithms, analysis and implications. In IEEE Symposium on Security and Privacy. IEEE Press, 1996.
10. Emma Hart and Peter Ross. The evolution and analysis of a potential antibody library for use in job-shop scheduling. In David Corne, Marco Dorigo, and Fred Glover, editors, New Ideas in Optimization, pages 185-202. McGraw-Hill, 1999.
11. Niels K. Jerne. Towards a network theory of the immune system. Annals of Immunology (Institute Pasteur), 125C:373-389, 1974.
12. Terry Jones. Crossover, macromutation and population-based search. In L. Eshelman, editor, Proceedings of the Sixth International Conference on Genetic Algorithms, pages 73-80. Morgan Kaufmann, 1995.
13. J.O. Kephart, G.B. Sorkin, and M. Swimmer. An immune system for Cyberspace. In Proceedings of the 1999 IEEE International Conference on Systems, Man and Cybernetics, pages 879-884, 1997.
14. T. Knight and J. Timmis. AINE: An immunological approach to data mining. In N. Cencone, T. Lin, and X. Wu, editors, Proceedings of the 2001 IEEE International Conference on Data Mining, pages 297-304. IEEE Press, 2001.
15. John R. Koza. Genetic Programming : On the Programming of Computers by means of Natural Selection. Series in Complex Adaptive Systems. MIT Press, 1992.
16. John R. Koza. Genetic Programming II. Series in Complex Adaptive Systems. MIT Press, 1994.
17. Julian F. Miller and Peter Thomson. Cartesian genetic programming. In Poli et al. [22], pages 121-132. LNCS 1802.
18. Michael O'Neill and Conor Ryan. Grammatical evolution. IEEE Transactions on Evolutionary Computation, 5(4):349-358, August 2001.
19. Una-May O'Reilly and Franz Oppacher. Program search with a hierarchical variable length representation: Genetic programming, simulated annealing and hill climbing. In Parallel Problem Solving from Nature III, Jerusalem, pages 397-406. Springer, 1994.
20. John O'Sullivan and Conor Ryan. An investigation into the use of different search strategies with grammatical evolution. In Poli et al. [22], pages 268-277. LNCS 1802.
21. R.C. Paton, H.S. Nwana, M.J.R. Shave, and T.J.M. Bench-Capon. An examination of some metaphorical contexts for biologically motivated computing. British Journal for the Philosophy of Science, 45:505-525, 1994.
22. Riccardo Poli, Wolfgang Banzhaf, William B. Langdon, Julian Miller, Peter Nordin, and Terence C. Fogarty, editors. Proceedings of the 2000 European Conference on Genetic Programming. Springer, 2000. LNCS 1802.
23. Riccardo Poli and Nicholas Freitag McPhee. Exact GP schema theory for headless chicken crossover and subtree mutation. In Proceedings of the 2001 Congress on Evolutionary Computation. IEEE Press, 2001.