The automatic generation of programs for classification problems with grammatical swarm

Proceedings of the 2004 Congress on Evolutionary Computation, CEC2004

Volumn 1, Issue , 2004, Pages 104-110

  O'Neill, Michael ^a   Brabazon, Anthony ^b   Adley, Catherine ^a  

^a UNIVERSITY OF LIMERICK   (Ireland)

^b UNIVERSITY COLLEGE DUBLIN   (Ireland)

Author keywords

[No Author keywords available]

Indexed keywords

GRAMMATICAL EVOLUTION (GE); GRAMMATICAL SWARM TECHNIQUES; PARTICLE SWARM ALGORITHMS; SWARM METAPHOR;

AUTOMATIC PROGRAMMING; BINARY CODES; DNA SEQUENCES; GENETIC ALGORITHMS; ITERATIVE METHODS; MATHEMATICAL MODELS; NONLINEAR SYSTEMS; PARAMETER ESTIMATION; PROBLEM SOLVING; SET THEORY; VECTORS;

COMPUTER PROGRAM LISTINGS;

EID: 4344652027     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (25)

1. Bonabeau, E., Dorigo, M. and Theraulaz, G. (1999). Swarm Intelligence: From natural to artificial systems, Oxford: Oxford University Press.
2. Kennedy, J., Eberhart, R. and Shi, Y. (2001). Swarm Intelligence, San Mateo, California: Morgan Kauffman.
3. Kennedy, J. and Eberhart, R. (1995). Particle swarm optimization, Proceedings of the IEEE International Conference on Neural Networks, December 1995, pp.1942-1948.
4. O'Neill, M., Ryan, C. (2003). Grammatical Evolution: Evolutionary Automatic Programming in an Arbitrary Language. Kluwer Academic Publishers.
5. O'Neill, M. (2001). Automatic Programming in an Arbitrary Language: Evolving Programs in Grammatical Evolution. PhD thesis, University of Limerick, 2001.
6. O'Neill, M., Ryan, C. (2001). Grammatical Evolution, IEEE Trans. Evolutionary Computation. 2001.
7. O'Neill, M., Ryan, C., Keijzer M., Cattolico M. (2003). Crossover in Grammatical Evolution. Genetic Programming and Evolvable Machines, Vol. 4 No. 1. Kluwer Academic Publishers, 2003.
8. Ryan, C., Collins, J.J., O'Neill, M. (1998). Grammatical Evolution: Evolving Programs for an Arbitrary Language. Proc. of the First European Workshop on GP, 83-95, Springer-Verlag.
9. Koza, J.R. (1992). Genetic Programming. MIT Press.
10. Koza, J.R. (1994). Genetic Programming II: Automatic Discovery of Reusable Programs. MIT Press.
11. Banzhaf, W., Nordin, P., Keller, R.E., Francone, F.D. (1998). Genetic Programming - An Introduction; On the Automatic Evolution of Computer Programs and its Applications. Morgan Kaufmann.
12. Koza, J.R., Andre, D., Bennett III, F.H., Keane, M. (1999). Genetic Programming 3: Darwinian Invention and Problem Solving, Morgan Kaufmann.
13. Koza, J.R., Keane, M., Streeter, M.J., Mydlowec, W., Yu, J., Lanza, G. (2003). Genetic Programming IV: Routine Human-Competitive Machine Intelligence. Kluwer Academic Publishers.
14. Blake C.L., and Merz C.J. (1998). UCI Repository of machine learning databases. University of California, Irvine, Dept. of Information and Computer Sciences. http://www.ics.uci.edu/~mlearn/MLRepository.html.
15. Wasylyk B and P. Chambon. (1981). A T to A base substitution and small deletions in the conalbumin TATA box drastically decrease speciflc in vitro transcription. Nucleic Acids Res. 9:1813-1824.
16. Bucher P. (1990). Weight matrix analysis description of four eukaryotic RNA Polymerase II promoter sequences. Nucleic Acids Res. 22:10009-10026.
17. Venter J,C. et al. (2001) The sequence of the human genome. Science 291:1303-1351.
18. Lander E.S. et al. (2001). Initial sequencing and analysis of the human genome. Nature 409:860-921.
19. Baker W., van den Broek A., Camon E., Hingamp P., Sterk P., Stoesser G., and Tuli M.A. (2002). The EMBL nucleotide sequence database. Nucleic Acids Res. 28:19-23
20. Schmid CD., Praz V., Delorenzi M., Prier R., and Bucher P. (2004). The eukaryotic promoter database EPD: the impact of in silico primer extension. Nucleic Acids Res. 2004 32: D82-D85.
21. http://www.fruitfly.org/seq_tools/datasets/Human/promoter/.
22. Howard, D., Benson, K. (2003). Evolutionary Computation Method for Promoter Site Prediction in DNA. In LNCS 2724, Proceedings of GECCO 2003, pp. 1690-1701. Springer-Verlag.
23. Lewin, B. (1999). Genes VII. Oxford University Press.
24. Silva, A., Neves, A., Costa, E. (2002). An Empirical Comparison of Particle Swarm and Predator Prey Optimisation. In LNAI 2464, Artificial Intelligence and Cognitive Science, the 13th Irish Conference AICS 2002, pp. 103-110, Limerick, Ireland, Springer.
25. Kennedy, J., and Eberhart, R. (1997). A discrete binary version of the particle swarm algorithm. Proceedings of the 1997 Conference on Systems, Man, and Cybernetics, pp. 4104-4109. Piscataway, NJ: IEEE Service Center.