Developmental evaluation in genetic programming: A position paper

Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies, FBIT 2007

Volumn , Issue , 2007, Pages 773-778

  Hoang, Tuan Hao ^a   Essam, Daryl ^a   McKay, R I ^b   Nguyen, Xuan Hoai ^b  

^a UNIVERSITY OF NEW SOUTH WALES   (Australia)

^b Seoul National University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

CODES (STANDARDS); CODES (SYMBOLS); COMPUTATIONAL GRAMMARS; COMPUTER PROGRAMMING; CONTEXT SENSITIVE GRAMMARS; FUNCTIONAL PROGRAMMING; GENETIC ALGORITHMS; GENETIC PROGRAMMING; INFORMATION TECHNOLOGY; STANDARDS; TECHNOLOGY;

CODE DUPLICATION; FUNCTIONAL MODULES; GENETIC PROGRAMMING SYSTEMS; L-SYSTEMS; NATURE WORKS; SCALABLE SOLUTIONS; STRUCTURAL REGULARITY; TREE ADJOINING GRAMMAR;

COMPUTER SOFTWARE SELECTION AND EVALUATION;

EID: 49349089173     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FBIT.2007.104     Document Type: Conference Paper

References (20)

1. H. Gee. Unexpected bits and pieces, special report: the ethics of genetics, feb 2001.
2. E Gruau and D. Whitley. Adding learning to the cellular development process: a comparative study. Evolutionary Computation, 1(3):213-233, 1993.
3. P. Haddow, T. G., and van Remortel P. Shrinking the genotype: L-systems for evolvable hardware. In Y. Liu, K. Tanaka, M. Iwata, T. Higuchi, and M. Yasunaga, editors, Evolvable Systems: From Biology to Hardware, 4th International Conference, ICES 2001, volume 2210 of Lecture Notes in Computer Science, pages 128-139. Springer-Verlag, 2001.
4. H. T. Hao, D. Essam, R. I. McKay, and X. H. Nguyen. Developmental evaluation in genetic programming: A TAG-based framework. In T. L. Pham, H. K. Le, and X. H. Nguyen, editors, Proceedings of the Third Asian-Pacific workshop on Genetic Programming, pages 86-97, Military Technical Academy, Hanoi, VietNam, 2006.
5. N. X. Hoai, R. I. B. McKay, and D. Essam. Representation and structural difficulty in genetic programming. IEEE Transactions on Evolutionary Computation, 10(2): 157-166, Apr. 2006.
6. T.-H. Hoang, D. Essam, R. McKay, and H. X.N. Building on success in genetic programming: Adaptive variation and developmental evaluation. In L. Kang, Y. Liu, and S. Zeng, editors, The Second International Symposium on Intelligence Computation and Applications, volume 4683 of Lecture Notes in Computer Science, pages 137-146. Springer-Verlag, 2007.
7. C. Jacob. Genetic L-system programming. In Y. Davidor, H.-P. Schwefel, and R. Männer, editors, Parallel Problem Solving from Nature III, volume 866 of LNCS, pages 334-343, Jerusalem, 9-14 Oct. 1994. Springer-Verlag.
8. J. R. Koza. Genetic Programming: On the Programming of Computers by Means of Natural Selection. MIT Press, Cambridge, MA, USA, 1992.
9. J. R. Koza. Genetic Programming II: Automatic Discovery of Reusable Programs. MIT Press, Cambridge Massachusetts, may 1994.
10. R. I. McKay, T. H. Hoang, D. L. Essam, and X. H. Nguyen. Developmental evaluation in genetic programming: the preliminary results. In P. Collet, M. Tomassini, M. Ebner, S. Gustafson, and A. Ekárt, editors, Proceedings of the 9th European Conference on Genetic Programming, volume 3905 of Lecture Notes in Computer Science, pages 280-289, Budapest, Hungary, 10-12 Apr. 2006. Springer.
11. R. I. McKay, J. Shin, T.-H. Hoang, and H. X. Nguyen. Using compression to understand the distribution of building blocks in genetic programming populations. In The Proceedings of IEEE Congress on Evolutionary Computation. IEEE Press,(to appear), 2007.
12. J. E Miller and P. Thomson. A developmental method for growing graphs and circuits. In A. M. Tyrrell, P. C. Haddow, and J. Torresen, editors, Evolvable Systems: From Biology to Hardware, Fifth International Conference, ICES 2003, volume 2606 of LNCS, pages 93-104, Trondheim, Norway, 17-20 Mar. 2003. Springer-Verlag.
13. H. Moghadam, R. Danzmann, and M. Ferguson. Organization of box clusters in rainbow trout (oncorhynchus mykiss): a tetraploid model species. Journal of Molecular Evolution, 61(6):804-818, Dec 2005.
14. S. Ohno, editor. Evolution by Gene Duplication. Springer-Verlag, 1970.
15. J. P. Rosca and D. H. Ballard. Hierarchical self-organization in genetic programming. In Proceedings of the Eleventh International Conference on Machine Learning. Morgan Kaufmann, 1994.
16. G. Schlosser and G. P. Wagner, editors. Modularity in Development and Evolution. The University of Chicago Press, 2004.
17. J. Shin, M. Kang, B. McKay, X. Nguyen, T.-H. Hoang, N. Mori, and D. Essam. Analysing the regularity of genomes using compression and expression simplification. In M. Ebner, M. O'Neill, A. Ekárt, L. Vanneschi, and A. I. Esparcia-Alcázar, editors, Proceedings of the 10th European Conference on Genetic Programming, volume 4445 of Lecture Notes in Computer Science, pages 251-260, Valencia, Spain, 11 - 13 Apr. 2007. Springer.
18. L. Spector. Simultaneous evolution of programs and their control structures. In P. J. Angeline and K. E. Kinnear, Jr., editors, Advances in Genetic Programming 2, chapter 7, pages 137-154. MIT Press, Cambridge, MA, USA, 1996.
19. L. Spector and K. Stoffel. Ontogenetic programming. In J. R. Koza, D. E. Goldberg, D. B. Fogel, and R. L. Riolo, editors, Genetic Programming 1996: Proceedings of the First Annual Conference, pages 394-399, Stanford University, CA, USA, 28-31 July 1996. MIT Press.
20. J. Zhang. Evolution by gene duplication: an update. Trends in Ecology and Evolution, 18:292-298, Jun 2003.