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دسته بندی:
هوش مصنوعی - Artificial intelligence
سال انتشار:
2020
عنوان انگلیسی مقاله:
A decision support system using hybrid AI based on multi-image quality model and its application in color design
ترجمه فارسی عنوان مقاله:
یک سیستم پشتیبانی تصمیم گیری با استفاده از هوش مصنوعی ترکیبی مبتنی بر مدل کیفیت چند تصویر و کاربرد آن در طراحی رنگ
منبع:
Sciencedirect - Elsevier - Future Generation Computer Systems, 113 (2020) 70-77. doi:10.1016/j.future.2020.06.034
نویسنده:
Mengshan Li ∗, Suyun Lian, Fan Wang, Yanying Zhou, Bingsheng Chen, Lixin Guan, Yan Wu
چکیده انگلیسی:
The product-color image conveys consumers’ color demands through emotion cognition. In this paper,
a decision support system is proposed based on the hybrid artificial intelligence algorithm. The
proposed system explores the internal correlation between the color image and demand of users.
In the proposed system, an artificial neural network based on the radial basis function is employed.
The network model is trained with an improved particle swarm optimization combined with the
weight-adaptive strategy and chaos theory. The proposed model predicts the multi-uses’ color images.
Then, the decision colors are extracted from the predicted colors by K-harmonic means clustering. The
experimental results show that the proposed color decision support system is promising in designing
the color scheme and providing theoretical guidance for the product-color design.
Keywords: Decision support system | Artificial intelligence | Product design | Multi-users’ images
قیمت: رایگان
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