Integrating aesthetic criteria with evolutionary processes in complex, free-form design - An initial investigation

2006 IEEE Congress on Evolutionary Computation, CEC 2006

Volumn , Issue , 2006, Pages 165-172

  Machwe, Azahar ^a   Parmee, Ian C ^a  

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

Author keywords

[No Author keywords available]

Indexed keywords

INTERACTIVE COMPUTER SYSTEMS; LARGE SCALE SYSTEMS; PROBLEM SOLVING;

AESTHETIC CRITERIA; COMPLEX DESIGN PROBLEMS;

EVOLUTIONARY ALGORITHMS;

EID: 34547253076     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. 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.
2. Bentley, P.J. ed. (1999). Evolutionary Design By Computers. 1st Edition. Morgan-Kaufmann, USA.
3. Parmee I. C (2001) Adaptive and evolutionary computing in engineering design. Springer Verlag.
4. Machwe, A. Parmee, I.C. and Miles, J.C. (2005) Integrating Aesthetic Criteria with a user-centric evolutionary system via a component based design representation. Proceedings of International Conference on Engineering Design (2005), Melbourne, Australia.
5. Moore C. J., Miles J. C., Evans S. J., (1996) "Innovative Computational Support in Bridge Aesthetics", Transp. Res Record, 1549, 1-11.
6. Saunders, R. (2001) Curious Design Agents and Artificial Creativity, Ph.D. Thesis (Electronic Edition), Faculty of Architecture, The University of Sydney.
7. Machwe, A. Parmee, LC. and Miles, J.C. Overcoming representation issues when including aesthetic criteria in evolutionary design. Proceedings of ASCE International Conference in Civil Engineering(2005), Mexico.
8. Machwe, A. Parmee, I.C. and Miles, J. C. (2006) Multi-objective analysis of a component based representation within an interactive evolutionary design system. Adaptive Computation in Design and Manufacture 2006, Bristol, UK
9. Parmee, I.C. (2002). "Improving problem definition through interactive evolutionary computation". Artificial Intelligence for Engineering Design, Analysis and Manufacturing (2002), 16(3), pg. 185-202. Cambridge University Press, Printed in USA.
10. Parmee I.C. and Abraham J. A. R., (2005), Interactive Evolutionary Design. In: Y. Jin (Ed), Knowledge Incorporation in Evolutionary Computation, Springer Verlag.
11. Carnahan, B. and Dorris, N. (2004) Identifying Relevant Symbol Design Criteria Using Interactive Evolutionary Computation, Genetic and Evolutionary Computing Conference (GECCO) 2004, Seattle, USA.
12. Rosenman, M. and Gero, J. (1999). Evolving Designs by generating useful complex gene structures, in Bently, P.J. (ed). Evolutionary Design by Computers, Morgan Kaufmann, San Fransisco.
13. Takagi H (1998), Interactive Evolutionary Computation: Cooperation of Computational Intelligence and Human KANSEI. Proceedings of 5th International Conference on Soft Computing and Information/Intelligent Systems (IIZUKA 1998), Japan
14. Sims, K. (1994). Evolving Virtual Creatures. Computer Graphics Proceedings.
15. Hee-Su Kim and Sung-Bae Cho (2005) Fashion Design using Interactive Genetic Algorithm with Knowledge-based Encoding. In: Y. Jin (Ed), Knowledge Incorporation in Evolutionary Computation, Springer Verlag.
16. Machwe, A. and Parmee, I.C. (2006) Introducing Machine Learning within an Interactive Evolutionary Design Environment. International Design Conference - Design 2006, Croatia.
17. Fogel, D.B. (1988). An Evolutionary approach to the travelling salesman problem. Biological Cybernetics 60(2), 139-144.
18. Deb, K. (2001). Multi-objective Optimization using Evolutionary Algorithms, John Wiley and Sons.