Authors:
Jia Cui
and
Ming Xi Tang
Affiliation:
The Hong Kong Polytechnic University, Hong Kong
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.