Abstract

A good product design should be a beautiful design. In order to evolve product form based on aesthetic feeling, a comprehensive evolution method of form aesthetic degree was established based on BP neutral network and genetic algorithm. Firstly, the index knowledge of aesthetic degree was constructed and representative aesthetics degree index was selected for target product, thus index dimension were reduced and then validate the rationality of cognition logic through cluster analysis and structural equation model. Secondly, BP neutral network was used to construct aesthetic degree evaluation system of product form, so that it can be built relationship between explicit product form and implicit aesthetic sense. Finally, The aesthetics degree optimization prototype system was build through combine evaluation model with evolution model by BP neutral network and genetic algorithm, respectively. Taking the teapot as a research case, the result showed that TADOPS system could provide effective aids for product.

Full Text
Paper version not known

Talk to us

Join us for a 30 min session where you can share your feedback and ask us any queries you have

Schedule a call

Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.