| 丁满,李紫君,裴卉宁,马洪坤.可适应布局形式变化的产品色彩设计研究[J].包装工程,2021,42(16):103-112. |
| 可适应布局形式变化的产品色彩设计研究 |
| Product Color Design Adapting to the Change of Layout Form |
| 投稿时间：2021-05-06 |
| DOI：10.19554/j.cnki.1001-3563.2021.16.014 |
| 中文关键词: 工业设计 色彩设计 BP神经网络 象元理论 数控机床 |
| 英文关键词: industrial design color design BP neural network Meta symbol theory CNC machine |
| 基金项目:河北省社会科学基金项目(HB20YS046) |
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| 中文摘要: |
| 目的 为解决当前产品色彩设计过早确定布局形式而导致的产品色彩设计方案片面性问题。方法 提出运用产品象元理论和BP神经网络实现适应不同布局形式变化的色彩方案设计的方法。首先，运用产品象元理论分析产品样本,运用象元运算法则确定不同布局形式方案，在此基础上进行色彩设计，建立不同布局形式的色彩方案样本库;其次，通过问卷调查对色彩样本库进行量化，设置神经网络结构，运用BP神经网络建立不同布局形式的色彩设计方案的评价模型;最后，以数控机床色彩布局设计研究为例验证该方法的可行性。结论 该方法以一种模块化的方式研究了不同布局形式的变化，能够有效地扩展设计思路，提出更加客观地适应布局形式变化的设计方案，提升色彩设计的成功率。 |
| 英文摘要: |
| In order to solve the problem of the one-sidedness of the product color design scheme caused by the premature determination of the layout form of the current product color design, a method of color scheme design based on product Meta symbol theory and BP neural network to adapt to the change of different layout forms is proposed in this paper. First, using the product Meta symbol theory to analyze the product sample and operation rules of Meta symbol to determine the different layout form scheme, on the basis to carried out the color design, and the sample base of color scheme with different layout forms is established. Next, the sample database is analyzed by questionnaire survey. The method is used to study the variations of different layout forms in a modular way, which effectively expands the design ideas. And more objective design scheme adapted to the change of layout form is proposed, improving the success rate of color design. |
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