Overcoming representation issues when including aesthetic criteria in evolutionary design

Proceedings of the 2005 ASCE International Conference on Computing in Civil Engineering

Volumn , Issue , 2005, Pages 583-594

  Machwe, Azahar T ^a   Parmee, Ian C ^a   Miles, John C ^b  

^a UNIVERSITY OF THE WEST OF ENGLAND   (United Kingdom)

^b CARDIFF UNIVERSITY   (United Kingdom)

Author keywords

Agents; Engineering Design; Interactive Evolutionary Design; Representation techniques

Indexed keywords

AGENTS; CHROMOSOMES; PROBLEM SOLVING; PROJECT MANAGEMENT;

EVOLUTIONARY SEARCH; INTERACTIVE EVOLUTIONARY DESIGN; OVERCOMING REPRESENTATION; REPRESENTATION TECHNIQUES;

EVOLUTIONARY ALGORITHMS;

EID: 27144469894     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (20)

1. Bentley, P. J. (2000), "Exploring Component-Based Representations - The Secret of Creativity by Evolution?" In Proc. of the Fourth International Conference on Adaptive Computing in Design and Manufacture (ACDM 2000), April 26th - 28th, 2000, University of Plymouth, UK. I. C. Parmee (ed), pp. 161-172.
2. st Edition. Morgan-Kaufmann, USA.
3. Cramer, N.L. (1985) "A representation for the adaptive generation of simple sequential programs", Proc. of an Int. Conf. on Genetic Algorithms and their Application, 1985, pp.183-187.
4. Cvetkovic D., Parmee I. C. (2003) "Agent-based Support Within an Interactive Evolutionary Design System". Artificial Intelligence for Engineering Design, Analysis and Manufacturing Journal; Cambridge University Press, 16(5), pp 331-342
5. Cvetkovic D., Parmee I. C. (2001) "Preferences and their Application in Evolutionary Multi-objective Optimisation". IEEE Transactions on Evolutionary Computation, 6(1), pp 42-57.
6. Deb, K. (2001). Multi-objective Optimization using Evolutionary Algorithms, John Wiley and Sons.
7. Fogel, D.B. (1988). "An Evolutionary approach to the travelling salesman problem". Biological Cybernetics 60(2), 139-144.
8. Gero, JS (2002) "Computational models of creative designing based on situated cognition", in T Hewett and T Kavanagh (eds), Creativity and Cognition 2002, New York, ACM Press, USA.
9. Goldberg, D.E. (1989) Genetic Algorithms in Search, Optimization, and Machine Learning, Addison-Wesley, Reading, Mass.
10. Holland, J.H. (1975) Adaptation in Natural and Artificial Systems, The University of Michigan Press, Ann Arbor, USA
11. Moore CJ, Miles JC & Evans SJN, (1996a) "Establishing a knowledge base for bridge aesthetics", Structural Engineering Review, 8(2/3), 247-258.
12. Moore C. J., Miles J. C., Evans S. J., (1996b) "Innovative Computational Support in Bridge Aesthetics", Transp. Res Record, 1549, 1-11.
13. Ngo DCL, Teo LS & Byrne JG, (2003) "Modelling interface aesthetics", Information Sciences (152), 25-46.
14. Parmee, I.C. (2002). "Improving problem definition through interactive evolutionary computation". Artificial Intelligence for Engineering Design, Analysis and Manufacturing (2002), 16, pg. 185-202. Cambridge University Press, Printed in USA.
15. Peysakhov, M and Regli, W.C. (2003), Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 11 Apr 2003, vol. 17, no. 2, pp. 155-68.
16. Rosenman, M. A. (1997a). "An exploration into evolutionary models for non-routine design", Artificial Intelligence in Engineering, 11(3):287-293
17. Rosenman, M. A. (1997b). "The generation of form using an evolutionary approach", in D. Dasgupta and Z. Michalewicz (eds), Evolutionary Algorithms in Engineering Applications, Springer-Verlag, Southampton and Berlin, pp.69-85.
18. Rosenman, M.A. (1996) "A growth model for form generation using a hierarchical evolutionary approach", Microcomputers in Civil engineering, Special Issue on Evolutionary Systems in Design, 1996, 11:161-172.
19. Saunders, R. (2001) Curious Design Agents and Artificial Creativity, Ph.D. Thesis (Electronic Edition), Faculty of Architecture, The University of Sydney.
20. Stamps A. E., (1999) "Architectural detail, Van der Laan Septaves and Pixel Counts", Design Studies(20), 83-97.