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Authors: Jia Cui and Ming Xi Tang

Affiliation: The Hong Kong Polytechnic University, Hong Kong

ISBN: 978-989-8425-83-6

Keyword(s): Generative system, Design exploration, Evolutionary algorithm, Subjective evaluation.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolution Strategies ; Evolutionary Art and Design ; Evolutionary Computing ; Evolutionary Multiobjective Optimization ; Representation Techniques ; Soft Computing

Abstract: Application of evolutionary computation in design, supporting artificial intelligence and design inspiration, requires a good understanding of design process. However, obtaining a creative design solution with subjective evaluation is the barrier of traditional evolutionary mechanisms. In this paper, a novel aesthetic evaluation model connecting subjective and objective space is introduced, and an exploration algorithm combining human cognition and preference is presented, which can support design exploration to generate new design solutions more effectivelly and intelligently.

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Paper citation in several formats:
Cui, J. and Xi Tang, M. (2011). GENERATIVE DESIGN EXPLORATION FRAMEWORK BASED ON SUBJECTIVE EVALUATION.In Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 1: ECTA, (IJCCI 2011) ISBN 978-989-8425-83-6, pages 303-306. DOI: 10.5220/0003669003030306

@conference{ecta11,
author={Jia Cui. and Ming Xi Tang.},
title={GENERATIVE DESIGN EXPLORATION FRAMEWORK BASED ON SUBJECTIVE EVALUATION},
booktitle={Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 1: ECTA, (IJCCI 2011)},
year={2011},
pages={303-306},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003669003030306},
isbn={978-989-8425-83-6},
}

TY - CONF

JO - Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 1: ECTA, (IJCCI 2011)
TI - GENERATIVE DESIGN EXPLORATION FRAMEWORK BASED ON SUBJECTIVE EVALUATION
SN - 978-989-8425-83-6
AU - Cui, J.
AU - Xi Tang, M.
PY - 2011
SP - 303
EP - 306
DO - 10.5220/0003669003030306

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