Investigating the success of spatial coevolution

GECCO 2005 - Genetic and Evolutionary Computation Conference

Volumn , Issue , 2005, Pages 523-530

  Williams, Nathan ^a   Mitchell, Melanie ^b  

^a Veriwave Inc   (United States)

^b Department of Electrical and Computer Engineering   (United States)

Author keywords

Coevolution; Genetic Programming; Resource Sharing; Spatial Evolution

Indexed keywords

COEVOLUTION; GENETIC PROGRAMMING; RESOURCE SHARING; SPATIAL EVOLUTION;

APPROXIMATION THEORY; GENETIC ALGORITHMS;

EVOLUTIONARY ALGORITHMS;

EID: 32444431947     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1068009.1068096     Document Type: Conference Paper

References (11)

1. Cartlidge, J. and Bullock, S. (2004). Combating revolutionary disengagement by reducing parasite virulence. Evolutionary Computation 12(2): 193-222.
2. Hillis, D. W. (1990); Co-evolving parasites improve simulated evolution as an optimization procedure. Physica D 42:228-234.
3. Juillé, H. and Pollack, J. B. (1998). Coevolutionary learning: A case study. Proceedings of the Fifteenth International Conference on Machine Learning, Madison, Wisconsin, July 24 - 26, 1998, pp 251-259.
4. Koza, J. R. (1990): Genetic Programming: A Paradigm for Genetically Breeding Populations of Computer Programs to Solve Problems. Technical Report No. STAN-CS-90-314, Computer Sciences Department, Stanford University.
5. Koza, J. R. (1992). Genetic Programming: On the Programming of Computers by Means of Natural Selection. Cambridge, MA: MIT Press.
6. Pagie, L. & Hogeweg, P. (1997); Evolutionary consequences of coevolving targets. Evolutionary Computation 5(4):401-418.
7. Pagie, L. & Mitchell, M. (2002). A comparison of evolutionary and coevolutionary search. International Journal of Computational Intelligence and Applications, 2(1), 53-69.
8. Rosin, C. D. (1997). Coevolutionary Search Among Adversaries. Ph.D. thesis, University of California, San Diego, Department of Computer Science and Engineering.
9. Rosin, C. D. & Belew, R. K. (1995). Methods for competitive coevolution: Finding opponents worth beating. In Eshelman, L. J. (Ed.), Proceedings of the Sixth International Conference on Genetic Algorithms, pp. 373-381. San Mateo, CA: Morgan Kaufmann.
10. Watson, R.A. and Pollack, J.B. (2001). Coevolutionary Dynamics in a Minimal Substrate. In Spector, L. et al. (Eds), Proceedings of the 2001 Genetic and Evolutionary Computation Conference, pp. 702-709 San Mateo, CA: Morgan Kaufmann.
11. Werfel, J., Mitchell, M., and Crutchfield, J. P. (2000). Resource sharing and coevolution in evolving cellular automata. IEEE Transactions on Evolutionary Computation, 4(4), 388-393