Developmental plasticity in linear genetic programming

Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009

Volumn , Issue , 2009, Pages 1019-1026

  McPhee, Nicholas Freitag ^a   Crane, Ellery ^a   Lahr, Sara E ^a   Poli, Riccardo ^b  

^a UNIVERSITY OF MINNESOTA   (United States)

^b UNIVERSITY OF ESSEX   (United Kingdom)

Author keywords

Development; Genetic programming; N grams; Plasticity

Indexed keywords

BIOLOGICAL ORGANISMS; COMPLEX PROGRAMS; ENVIRONMENTAL CONDITIONS; ENVIRONMENTAL FACTORS; ESTIMATION OF DISTRIBUTION ALGORITHMS; EVOLUTIONARY COMPUTATIONS; LINEAR GENETIC PROGRAMMING; N-GRAMS; NEW SYSTEM; NOVEL TECHNIQUES; PHENOTYPIC VARIATIONS; PROGRAM EVOLUTION;

CALCULATIONS; GENES; GENETIC ALGORITHMS; PLASTICITY;

GENETIC PROGRAMMING;

EID: 72749104383     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1569901.1570039     Document Type: Conference Paper

References (16)

1. F. Gruau, D. Whitley, and L. Pyeatt. A comparison between cellular encoding and direct encoding for genetic neural networks. In J. R. Koza, et al, editors, Genetic Programming 1996: Proceedings of the First Annual Conference, pages 81-89, Stanford University, CA, USA, 28-31 July 1996. MIT Press.
2. T.-H. Hoang, D. Essam, R. I. B. McKay, and X. H. Nguyen. Building on success in genetic programming: Adaptive variation & developmental evaluation. In Proceedings of the 2007 International Symposium on Intelligent Computation and Applications (ISICA), Wuhan, China, Sept. 21-23 2007. China University of Geosciences Press.
3. J. Koza, F. H. Bennett III, D. Andre, and M. A. Keane. The design of analog circuits by means of genetic programming. In P. Bentley, editor, Evolutionary Design by Computers, chapter 16, pages 365-385. Morgan Kaufmann, San Francisco, USA, 1999.
4. J. R. Koza. Genetic Programming: On the Programming of Computers by Means of Natural Selection. MIT Press, Cambridge, MA, USA, 1992.
5. S. Luke. Genetic programming produced competitive soccer softbot teams for RoboCup97. In J. R. Koza, et al, editors, Genetic Programming 1998: Proceedings of the Third Annual Conference, pages 214-222, University of Wisconsin, Madison, Wisconsin, USA, 22-25 July 1998. Morgan Kaufmann.
6. C. Manning and H. Schütze. Foundations of statistical natural language processing. MIT Press, 1999.
7. N. F. McPhee and R. Poli. Memory with memory: Soft assignment in genetic programming. In M. Keijzer, et al, editors, GECCO '08: Proceedings of the 10th annual conference on Genetic and evolutionary computation, pages 1235-1242, Atlanta, GA, USA, 2008.
8. P. Nordin. A compiling genetic programming system that directly manipulates the machine code. In K. E. Kinnear, Jr., editor, Advances in Genetic Programming, chapter 14, pages 311-331. MIT Press, 1994.
9. M. O'Neill and C. Ryan. Grammatical Evolution: Evolutionary Automatic Programming in a Arbitrary Language, volume 4 of Genetic programming. Kluwer Academic Publishers, 2003.
10. R. Poli. Tinygp, 2009. Available at http://cswww.essex.ac.uk/staff/rpoli/ TinyGP/.
11. R. Poli, W. B. Langdon, and N. F. McPhee. A field guide to genetic programming. Published via http://lulu.com and freely available at http://www.gp-field-guide.org.uk, 2008. (With contributions by J. R. Koza).
12. R. Poli and N. McPhee. A linear estimation-of-distribution GP system. In M. O'Neill, et al, editors, Proceedings of the 11th European Conference on Genetic Programming, EuroGP 2008, volume 4971 of Lecture Notes in Computer Science, pages 206-217, Naples, 26-28 Mar. 2008. Springer.
13. T. D. Price, A. Qvarnstržm, and D. E. Irwin. The role of phenotypic plasticity in driving genetic evolution. Proceedings of the Royal Society of Biological Sciences, 270(1523):1433-1440, July 2003.
14. M. Sipper, Y. Azaria, A. Hauptman, and Y. Shichel. Designing an evolutionary strategizing machine for game playing and beyond. Systems, Man and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on, 37(4):583-593, 2007.
15. C. Y. Suen. n-gram statistics for natural language understanding and text processing. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1(2):164-172, Apr. 1979.
16. Y. Suzuki and F. H. Nijhout. Evolution of a polyphenism by genetic accommodation. Science, 311(5761):650-652, February 2006.