基于交互式遗传算法的家具造型个性化设计系统研究

Yafei Wang, Wei Zhang, Xuan Zhang
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引用次数: 0

摘要

遗传算法是一种模拟自然环境中适者生存的遗传进化过程,形成自适应的全局概率搜索算法。交互式遗传算法将人的偏好、直觉、情感和心理等目标优化中的隐性因素嵌入到基于标准遗传算法的算法系统中。本研究采用用户参与模式、感知图像挖掘、关联等方法建立图像驱动机制,结合形状语法和交互遗传算法构建家具产品的智能设计系统和个性化设计流程。最后,设计了一款拟人椅子定制APP。感性形象的家具形态的个性化设计,提高了产品的选择,消费者的范围和产品的多样性。
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Research on Personalized Design System of Furniture Form based on Interactive genetic algorithm
Genetic algorithm is a genetic and evolutionary process that simulates the survival of the fittest in the natural environment, forming an adaptive and global probability search algorithm. The interactive genetic algorithm embeds the recessive factors in goal optimization such as human preference, intuition, emotion, and psychology into the algorithm system based on the standard genetic algorithm. This study uses user participation patterns, perceptual image mining, and association methods to establish an image-driven mechanism, combined with shape grammar and interactive genetic algorithms to construct an intelligent design system and personalized design process for furniture products. Finally, an anthropomorphic chair customization APP was designed. The personalized design of the furniture form of the perceptual image improves the choice of products, the range of consumers and the diversity of products.
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