An evolvability-enhanced artificial embryogeny for generating network structures

GECCO'08: Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation 2008

Volumn , Issue , 2008, Pages 835-842

  Komatsu, Hidenori ^a   Hashimoto, Yasuhiro ^b   Chen, Yu ^b   Ohashi, Hirotada ^b  

^a CENTRAL RESEARCH INSTITUTE OF ELECTRIC POWER INDUSTRY   (Japan)

^b UNIVERSITY OF TOKYO   (Japan)

Author keywords

Artificial embryogeny; Evolutionary algorithm; Mutation; Network structure

Indexed keywords

COMPUTER SCIENCE; EVOLUTIONARY ALGORITHMS;

ADDITIONAL FLEXIBILITIES; ARTIFICIAL EMBRYOGENY; CONNECTING NODES; FITNESS VALUES; LOCAL NEIGHBORHOODS; MUTATION; MUTATION MECHANISM; NETWORK STRUCTURES;

GENETIC ALGORITHMS;

EID: 57349097628     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1389095.1389258     Document Type: Conference Paper

References (17)

1. P. J. Bentley and S. Kumar. Three ways to grow designs: A comparison of embryogenies for an evolutionary design problem. In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO-1999, pages 35-43. Morgan Kaufmann Publishers, July 1999.
2. P. Eggenberger. Evolving morphogenesis of simulated 3d organisms based on differential gene expression. In Proceedings of the Fourth European Conference on Artificial Life, pages 205-213. MIT Press, July 1997.
3. D. Federici. Evolving a neurocontroller through a process of embryogeny. In Proceedings of the 8th International Conference on the Simulation of Adaptive Behavior: From Animals To Animais, 8; pages 373-382. MIT Press, July 2004.
4. S. Harding and J. Miller. The dead state: A comparison between direct and developmental encodings. In Genetic and Evolutionary Computation Conference (GECCO-2006) Workshop Program: Complexity through Development and Self-Organizing Representations (CODESOAR), ACM, July 2006.
5. G. S. Horby and J. B. Pollack. Creating high-level components with a generative representation for body-brain evolution. Artificial Life, 8(3), 223-246. 2002.
6. R. Kicinger. Generative design in civil engineering using cellular automata. In New Kind of Science 2006 Wolfram Science Conference. June 2006.
7. T. Kowaliw, P. Grogono, and N. Kharma. The evolution of structural design through artificial embryogeny. In Proceedings of IEEE First International Symposium on Artificial Life, pages 425-432. IEEE, April 2007.
8. T. Kowaliw, P. Grogono, and N. Kharma. Environment as a spatial constraint on the growth of structural form. In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO-2007, pages 1037-1044. ACM, July 2007.
9. S. Kumar and P.J. Bentley. The ABCs of evolutionary design: Investigating the evolvability of embryogenies for morphogenesis. In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO-1999, pages 164-170. Morgan Kaufmann Publishers, July 1999.
10. S. Lucas. Evolving spring-mass models: test-bed for graph encoding schemes. In Proceedings of IEEE Congress on Evolutionary Computation, CEC 2002. pages 1952-1957. IEEE, May 2002.
11. J. F. Miller. Evolving a self-repairing, self-regulating, French flag organism. In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO-2004, pages 129-139. Springer Verlag, June 2004.
12. J. F. Miller and Peter Thompson. Beyond the complexity ceiling: Evolution, Emergence and Regeneration. In Genetic and Evolutionary Computation Conference Workshop on Regeneration and Learning in Developmental Systems, GECCO-2004, Springer Verlag, June 2004.
13. Soda Creative Ltd. Sodaplay homepage, http://sodaplay.com/
14. K. O. Stanley. Comparing Phenotypes with Natural Biological Patterns. In Genetic and Evolutionary Computation Conference (GECCO-2006) Workshop Program: Complexity through Development and Self-Organizing Representations (CODESOAR), ACM, July 2006.
15. K. O. Stanley and R. Miikkulainen. A taxonomy for artificial embryogeny. Artificial Life, 9(2): 93-130. April 2003.
16. S. Uyar, S. Sariel and G. Eryigit. A gene based adaptive strategy for genetic algorithms. In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO-2004, pages 271-281. Springer Verlag, June 2004.
17. S. Viswanathan and J. Pollack. How artificial ontogenies can retard evolution. In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO-2005, pages 273-280. ACM, June 2005.