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Volumn 4448 LNCS, Issue , 2007, Pages 449-458

Towards an interactive, generative design system: Integrating a 'build and evolve' approach with machine learning for complex freeform design

Author keywords

Agency; Design representation; Machine learning; User centered evolutionary design

Indexed keywords

CLUSTERING ALGORITHMS; LEARNING SYSTEMS; USER INTERFACES;

EID: 34548107708     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-71805-5_50     Document Type: Conference Paper
Times cited : (8)

References (12)
  • 1
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    • Computational models of creative designing based on situated cognition
    • T Hewett and T Kavanagh eds, New York, ACM Press, USA
    • 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.
    • (2002) Creativity and Cognition 2002
    • Gero, J.S.1
  • 2
    • 34548091332 scopus 로고    scopus 로고
    • Bentley, P.J. ed. (1999). Evolutionary Design By Computers. 1st Edition. MorganKaufmann, USA.
    • Bentley, P.J. ed. (1999). Evolutionary Design By Computers. 1st Edition. MorganKaufmann, USA.
  • 3
    • 0036625929 scopus 로고    scopus 로고
    • Improving problem definition through interactive evolutionary computation
    • Cambridge University Press, Printed in USA
    • 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.
    • (2002) Artificial Intelligence for Engineering Design, Analysis and Manufacturing , vol.16 , Issue.3 , pp. 185-202
    • Parmee, I.C.1
  • 4
    • 34548057276 scopus 로고    scopus 로고
    • Bentley, P.J. and Corne, D.W. ed. (2002). Creative Evolutionary Systems. 1st Edition. Morgan-Kauffmann. USA.
    • Bentley, P.J. and Corne, D.W. ed. (2002). Creative Evolutionary Systems. 1st Edition. Morgan-Kauffmann. USA.
  • 5
    • 34547253076 scopus 로고    scopus 로고
    • Integrating aesthetic criteria with evolutionary processes in complex, free-form design - an initial investigation
    • Vancouver, Canada
    • Machwe, A. and Parmee, I.C. (2006) Integrating aesthetic criteria with evolutionary processes in complex, free-form design - an initial investigation. Congress on Evolutionary Computation - 2006, Vancouver, Canada.
    • (2006) Congress on Evolutionary Computation
    • Machwe, A.1    Parmee, I.C.2
  • 6
    • 84862604987 scopus 로고    scopus 로고
    • Integrating Aesthetic Criteria with a usercentric evolutionary system via a component based design representation
    • Melbourne, Australia
    • Machwe, A. Parmee, I.C. and Miles, J.C. (2005) Integrating Aesthetic Criteria with a usercentric evolutionary system via a component based design representation. Proceedings of International Conference on Engineering Design (2005), Melbourne, Australia.
    • (2005) Proceedings of International Conference on Engineering Design
    • Machwe, A.1    Parmee, I.C.2    Miles, J.C.3
  • 8
    • 0034863831 scopus 로고    scopus 로고
    • H.S. Kim and S.B. Cho. An efficient genetic algorithm with less fitness evaluation by clustering. pages 887894. Proceedings of the 2001 IEEE Congress on Evolutionary Computation, Seoul, Korea, 2001.
    • H.S. Kim and S.B. Cho. An efficient genetic algorithm with less fitness evaluation by clustering. pages 887(894. Proceedings of the 2001 IEEE Congress on Evolutionary Computation, Seoul, Korea, 2001.
  • 12
    • 84861510127 scopus 로고    scopus 로고
    • Introducing Machine Learning within an Interactive Evolutionary Design Environment
    • Croatia
    • Machwe, A. and Parmee, I.C. (2006) Introducing Machine Learning within an Interactive Evolutionary Design Environment. International Design Conference - Design 2006, Croatia.
    • (2006) International Design Conference - Design
    • Machwe, A.1    Parmee, I.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.