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Creative Design by Chance Based Interactive Evolutionary Computation

  • Conference paper
Advances in Natural Computation (ICNC 2005)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 3612))

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Abstract

Kotler and Trias De Bes (2003) at Lateral Marketing defined the creativity: each cluster had its own concepts, when a new need was generated and the designer could not find a solution from his own clusters, therefore he had a gap to overcome. This gap was as the original of creativity. If he wants to solve this problem, chose a new important concept for beginning was the only way he could do. This phenomenon was called the laterally transmitting. Then according to the designer’s subjective to choose the concept and connected other cluster to generate or enter a new cluster. This kind designing process could generate a creative product. But it also brought a new problem, there had many concepts in conceptual space, how to decide an effectiveness concept and extents it to create a good product. Here we combined Watt’s (2003) Small World model and Ohsawa and McBurney (2003) Chance Discovery Model to decide the creative probability and decreased the searching path length. Finally, we integrated the choosing mechanism and recombination mechanism into our chance based IEC (CBIEC) model. And we applied on the cell phone design. After the experiment we analyzed the interactive data found the choosing mechanism could bring the effective creativity and the recombination mechanism could quickly search as we expected the short-cut effect. Beside these results we also directly investigated the subjective of designer found our CBIEC model also better than the IGA (interactive genetic algorithms, Caldwell and Johnston, 1991).

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Author information

Authors and Affiliations

  1. Associate Proffessor, Department of Information Management, Altheia University, 32 Chen-Li Street, Tamsui, Taipei, 251, Taiwan

    Chao-Fu Hong

  2. Graduate School of Management Sciences, Altheia University, 32 Chen-Li Street, Tamsui, Taipei, 251, Taiwan

    Hsiao-Fang Yang & Mu-Hua Lin

Authors
  1. Chao-Fu Hong
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  2. Hsiao-Fang Yang
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  3. Mu-Hua Lin
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Editor information

Editors and Affiliations

  1. School of Electrical and Electronic Engineering, Nanyang Technological University, Block S1, Nanyang Avenue, 639798, Singapore

    Lipo Wang

  2. School of Software, Sun Yat-Sen University, 510275, Guangzhou, China

    Ke Chen

  3. School of Computer Engineering, Nanyang Technological University, BLK N4, 2b-39, Nanyang Avenue, 639798, Singapore

    Yew Soon Ong

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© 2005 Springer-Verlag Berlin Heidelberg

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Hong, CF., Yang, HF., Lin, MH. (2005). Creative Design by Chance Based Interactive Evolutionary Computation. In: Wang, L., Chen, K., Ong, Y.S. (eds) Advances in Natural Computation. ICNC 2005. Lecture Notes in Computer Science, vol 3612. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11539902_2

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  • DOI: https://doi.org/10.1007/11539902_2

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-28320-1

  • Online ISBN: 978-3-540-31863-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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