一种装饰性墙壁纸智能选型系统研究

发布时间：2018-03-07 07:07

本文选题：遗传算法　切入点：墙壁纸　出处：《科技通报》2017年11期 　论文类型：期刊论文

【摘要】：采用改进的交互式遗传算法,设计了一种装饰性墙壁纸智能选型系统。分析了偏好引导下父代种群与子代种群的适应值关联性及其对进化的影响,并采用灰色关联系数和灰色关联度刻画这种关联性;然后,通过进化代际间的灰色关联度设计自适应交叉变异算子引导进化,维持偏好的一致性,寻求更多满意解。根据该算法开发的墙壁纸选型系统具有良好的交互性,设置的3D场景功能有效提高了选型质量,该系统为装饰墙壁纸选型设计提供了新思路。
[Abstract]:Based on the improved interactive genetic algorithm, an intelligent selection system of decorative wall paper is designed, and the relationship between the fitness of parent population and offspring population under preference guidance and its influence on evolution are analyzed. The grey correlation coefficient and grey correlation degree are used to describe the correlation, and then the adaptive crossover mutation operator is designed between generations to guide evolution to maintain the consistency of preference. According to the algorithm, the wall paper selection system has good interaction, and the 3D scene function can effectively improve the selection quality. The system provides a new idea for the design of decorative wall paper selection.
【作者单位】：郑州航空工业管理学院机电工程学院;
【基金】：国家自然科学基金(NO.51275485) 河南省科技攻关项目(NO.172102210513) 河南省高等学校重点科研项目(NO.18A120012)
【分类号】：TP18;TU238

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