Modeling design exploration as co-evolution

Microcomputers in Civil Engineering

Volumn 11, Issue 3, 1996, Pages 195-209

  Maher, Mary Lou ^a   Poon, Josiah ^a  

^a UNIVERSITY OF SYDNEY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

FITNESS FUNCTION; PROBLEM DESIGN EXPLORATION;

COMPUTATIONAL METHODS; COMPUTER AIDED DESIGN; FUNCTIONS; GENETIC ALGORITHMS; ITERATIVE METHODS; STRUCTURAL DESIGN;

COMPUTER SIMULATION;

EID: 0030150556     PISSN: 08859507     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (21)

1. Alem, L. & Maher, M. L., A model of creative design using a genetic metaphor. In Artificial Intelligence and Creativity: An Interdisciplinary Approach, ed. T. Dartnall, Kluwer, New York, 1994, 281-291.
2. Corne, D., Smithers, T. & Ross, P., Solving design problems by computational exploration. In Preprints of the IFIP WG 5.2 Workshop on Formal Design Methods for Computer-Aided Design, eds. John S. Gero and Fay Sudweeks, Talinn, Estonia, June 16-19, 1993, University of Sydney, pp. 249-270.
3. Gero, J. S., Towards a model of exploration in computer-aided design. In Preprints of the IFIP WG 5.2 Workshop on Formal Design Methods for Computer-Aided Design, eds. John S. Gero and Fay Sudweeks, Tallinn, Estonia, June 16-19, 1993, University of Sydney, pp. 271-291.
4. Gero, J. S., Prototypes: A knowledge representation schema for design, AI Magazine (Winter 1990).
5. Gero, J. S., Louis, S. J. & Kundu, S., Evolutionary learning of novel grammars for design improvement, Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 8(1994), 83-94.
6. Goldberg, D. E., Genetic Algorithms: In Search of Optimization and Machine Learning, Addison-Wesley, Reading, MA, 1989.
7. Goldberg, D. E. & Samtani, M. P., Engineering optimization via genetic algorithm. In Proceedings of the Ninth Conference on Electronic Computation, 1986, 471-482.
8. Harvey, I., Species adaptation genetic algorithms: A basis for a continuing SAGA. In Toward a Practice of Autonomous Systems: Proceedings of First European Conference on Artificial Life, eds. F. J. Varela & P. Bourgine, MIT Press, Cambridge, MA, 1992.
9. Holland, J. H., Concerning efficient adaptative systems, In Self-organizing Systems, eds. M. C. Yovits, G. T. Jacobi, & G. D. Goldstein, Spartan Books, New York, 1962, 215-230.
10. Jonas, W., Design as problem-solving? or: Here is the solution - What was the problem? Design Studies, 14 (2) (1993), 157-170.
11. Koza, J. R., Genetic Programming: On the Programming of Computers by Means of Natural Selection, MIT Press, Cambridge, MA, 1992.
12. Logan, B. & Smithers, T., Creativity and design as exploration. In Modelling Creativity and Knowledge-Based Creative Design, eds. J. S. Gero and M. L. Maher, Lawrence Erlbaum Associates, Hillsdale, NJ, 1993, 139-175.
13. Louis, S. J., Genetic algorithms as a computational tool for design. Ph.D. thesis, the Department of Computer Science, Indiana University, 1993.
14. Maher, M. L., Creative design using a genetic algorithm, Computing in Civil Engineering, ASCE (1994), 2014-21.
15. Maher, M. L. & Kundu, S., Adaptive design using a genetic algorithm. In Preprints of the IFIP WG5.2 Working Conference on Formal Design Methods, University of Sydney, 1993.
16. Maher, M. L., Poon, J. & Boulanger, S., Formalising design exploration as co-evolution: A combined gene approach. In Preprints of the IFIP WG5.2 Workshop on Formal Theory of Design on CAD, eds. John S. Gero & Fay Sudweeks, Mexico, 1995, University of Sydney.
17. Michalewics, Z., Genetic Algorithms + Data Structures = Evolution Programs, Springer-Verlag, New York, 1992.
18. Navinchandra, D., Exploration and Innovation in Design, Springer-Verlag, New York, 1991.
19. Ramsey, C. L. & Grefenstette, J. J. Case-based initialization of genetic algorithms. In Proceedings of the Fifth International Conference on Genetic Algorithms, ed. Stephanie Forrest, Morgan Kaufmann Publishers, 84-91.
20. Simon, H. A., The Sciences of the Artificial, MTT Press, Cambridge, MA, 1969.
21. Watabe, H. & Okino, N., Structural shape optimization by multi-species genetic algorithm. In Proceedings of the 6th Australian Joint Conference on Artificial Intelligence (AI'93), eds. Chris Rowles, Huan Liu & Norman Foo, Melbourne, Australia, November 16-19, 1993, World Scientific, Singapore, 109-16.