Acquiring evolvability through adaptive representations

Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference

Volumn , Issue , 2007, Pages 1045-1052

  Reisinger, Joseph ^a   Miikkulainen, Risto ^a  

^a University of Texas at Austin   (United States)

Author keywords

Adaptive representations; Coevolution; Evolvability; Genetic algorithms; Indirect encodings; Modularity; Neural networks

Indexed keywords

COMPUTATIONAL COMPLEXITY; GENETIC ALGORITHMS; LARGE SCALE SYSTEMS; NEURAL NETWORKS; PROBLEM SOLVING; RANDOM PROCESSES;

ADAPTIVE REPRESENTATIONS; COEVOLUTION; INDIRECT ENCODINGS; MODULARITY;

ADAPTIVE ALGORITHMS;

EID: 34548100616     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1276958.1277164     Document Type: Conference Paper

References (23)

1. A.-L. Barabási and Z. N. Oltvai. Network biology: Understanding the cell's functional organization. Nature Reviews Genetics, 5:101-113, 2004.
2. P. J. Bentley and S. Kumar. Three ways to grow designs: A comparison of embryogenies for an evolutionary design problem. In Proc. of the Genetic and Evolutionary Computation Conference, pages 35-43, San Francisco, 1999. Kaufmann.
3. A. Bergman and M. L. Siegal. Evolutionary capacitance as a general feature of complex gene networks. Nature, 424:549-552, 2003.
4. J. C. Bongard. Evolving modular genetic regulatory networks. In Proc. of CEC 2002, pages 1872-1877. IEEE Press, 2002.
5. E. H. Davidson. Genomic Regulatory Systems. Academic Press, San Diego, 2001.
6. E. de Jong. The maxsolve algorithm for coevolution. In GECCO '05: Proceedings of the 2005 Conference on Genetic and Evolutionary Computation, pages 483-489, New York, NY, USA, 2005. ACM Press.
7. P. Eggenberger. Evolving morphologies of simulated 3d organisms based on differential gene expression. Proc. of the 4th European Conf. on Artificial Life, pages 205-213, 1997.
8. S. G. Ficici. Monotonic solution concepts in coevolution. In Proc. of the 2005 Conference on Genetic and Evolutionary Computation, pages 499-506, New York, NY, USA, 2005. ACM Press.
9. M. R. Genesereth, N. Love, and B. Pell. General game playing: Overview of the aaai competition. AI Magazine, 26(2):62-72, 2005.
10. G. S. Hornby. Functional scalability through generative representations: The evolution of table designs. Environment and Planning B: Planning and Design, 31(4):569-587, 2004.
11. M. Kirschner and J. Gerhart. Evolvability. PNAS, 95:8420-8427, 1998.
12. D. E. Knuth and R. W. Moore. An analysis of alpha-beta pruning. Art. Intelligence, 6:293-326, 1975.
13. R. Milo, S. Itzkovitz, N. Kashtan, R. Levitt, S. Shen-Orr, I. Ayzenshtat, M. Sheffer, and U. Alon. Superfamilies of evolved and designed networks. Science, 303(5663):1538-1542, March 2004.
14. R. Milo, S. Shen-Orr, S. Itzkovitz, N. Kashtan, D. Chklovskii, and U. Alon. Network motifs: Simple building blocks of complex networks. Science, 298:824-827, 2002.
15. N. J. Radcliffe. Genetic set recombination and its application to neural network topology optimization. Neural computing and applications, 1(1):67-90, 1993.
16. R. A. Raff. The Shape of Life: Genes, development, and the Evolution of Animal Form. The University of Chicago Press, 1996.
17. R. A. Raff and B. J. Sly. Modularity and dissociation in the evolution of gene expression territories in development. Evolution and Development, 2(2):102-113, 2000.
18. J. Reisinger and R. Miikkulainen. Selecting for evolvable representations. In Proc. of the 2006 Genetic and evolutionary computation conference, pages 257-264, New York, NY, USA, 2006. ACM Press.
19. T. Smith, P. Husbands, P. Layzell, and M. O'Shea. Fitness landscapes and evolvability. Evolutionary Computation, 10(1):1-34, 2002.
20. K. O. Stanley and R. Miikkulainen. A taxonomy for artificial embryogeny. Art. Life, 9(2):93-130, 2003.
21. K. O. Stanley and R. Miikkulainen. Competitive coevolution through evolutionary complexiflcation. J. of Artificial Intelligence Research, 21:63-100, 2004.
22. M. Toussaint. Compact representations as a search strategy: compression edas. Theoretical Compututer Scicience, 361(1):57-71, 2006.
23. L. Van Valin. A new evolutionary law. Evolution Theory, 1:1-30, 1973.