Generative representations for evolving families of designs

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2724, Issue , 2003, Pages 1678-1689

  Hornby, Gregory S ^a  

^a NASA AMES RESEARCH CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 35248861193     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45110-2_61     Document Type: Article

References (16)

1. Gruau, F.: Neural Network Synthesis Using Cellular Encoding and the Genetic Algorithm. PhD thesis, Ecole Normale Supérieure de Lyon (1994)
2. Dawkins, R.: The Blind Watchmaker. Harlow Longman (1986)
3. Ventrella, J.: Explorations in the emergence of morphology and locomotion behavior in animated characters. In Brooks, R., Maes, P., eds.: Proceedings of the Fourth Workshop on Artificial Life, Boston, MA, MIT Press (1994)
4. de Garis, H.: Artificial embryology : The genetic programming of an artificial embryo. In Soucek, B., the IRIS Group, eds.: Dynamic, Genetic and Chaotic Programming, Wiley (1992)
5. Bonabeau, E., Gu rin, S., Snyers, D., Kuntz, P., Theraulaz, G.: Three-dimensional architectures grown by simple 'stigmergic' agents. BioSystems 56 (2000) 13-32
6. Ochoa, G.: On genetic algorithms and lindenmayer systems. In Eiben, A., Baeck, T., Schoenauer, M., Schwefel, H.P., eds.: Parallel Problem Solving from Nature V, Springer-Verlag (1998) 335-344
7. Coates, P., Broughton, T., Jackson, H.: Exploring three-dimensional design worlds using lindenmayer systems and genetic programming. In Bentley, P.J., ed.: Evolutionary Design by Computers. (1999)
8. Frazer, J.: An Evolutionary Architecture. Architectural Association Publications (1995)
9. Jacob, C.: Genetic L-system Programming. In Davidor, Y., Schwefel, P., eds.: Parallel Problem Solving from Nature III, Lecture Notes in Computer Science. Volume 866. (1994) 334-343
10. Hornby, G.S.: Generative Representations for Evolutionary Design Automation. PhD thesis, Michtom School of Computer Science, Brandeis University, Waltham, MA (2003)
11. Prusinkiewicz, P., Lindenmayer, A.: The Algorithmic Beauty of Plants. Springer-Verlag (1990)
12. Back, T.: Evolutionary Algorithms in Theory and Practice. Oxford University Press, New York (1996)
13. Michalewicz, Z.: Genetic Algorithms + Data Structures = Evolution Programs. Springer-Verlag, New York (1992)
14. Koza, J.R.: Genetic Programming: on the programming of computers by means of natural selection. MIT Press, Cambridge, Mass. (1992)
15. Hornby, G.S., Pollack, J.B.: Creating high-level components with a generative representation for body-brain evolution. Artificial Life 8 (2002) 223-246
16. Hornby, G.S., Pollack, J.B.: The advantages of generative grammatical encodings for physical design. In: Congress on Evolutionary Computation. (2001) 600-607