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Dynamic color design for multimodal industrial products based on genetic algorithm

机译:基于遗传算法的多峰工业产品动态色彩设计

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摘要

A dynamic color design model and method are proposed for a class of industrial product color design problems with dynamic changes in the appearance of products and different appearance in different operating modes. These types of industrial products that have a variety of operating modes in the operating cycle are defined as multimodal industrial products (MMIPs). For a single mode, a single-modal industrial product (SMIP) color design model is established by using users' color image requirements as the design goal to transform the dynamic color design problem of products into weighting forms of several single modes and to realize the discretization of continuous problems. Finally, a dynamic color design model of MMIPs is established. A genetic algorithm (GA) is used to optimize this model to obtain the color design scheme that conforms to the users' dynamic image perception. Finally, by means of an example of color design about engineering machinery, this method is demonstrated to be feasible and applicable for dynamic color design optimization of MMIPs.
机译:提出了一类工业产品颜色设计问题的动态色彩设计模型和方法,其具有动态变化的产品外观和不同的操作模式下的不同外观。这些类型的操作循环中具有各种操作模式的工业产品被定义为多模式工业产品(MMIPS)。对于单一模式,通过使用用户的彩色图像要求作为设计目标来建立单模模式(SMIP)颜色设计模型,以将产品的动态色彩设计问题转换为若干单一模式的加权形式,实现不断存在的离散化。最后,建立了MMIPS的动态色彩设计模型。遗传算法(GA)用于优化该模型以获得符合用户动态图像感知的颜色设计方案。最后,通过关于工程机械的颜色设计的示例,该方法被证明是可行的,适用于MMIPS的动态色彩设计优化。

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