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[合理蚁群优化在提高激光三维复制再现度中的应用]

[Application of rational ant colony optimization to improve the reproducibility degree of laser three-dimensional copy].

作者信息

Cui Xiao-Yan, Huo Zhong-Gang, Xin Zhong-Hua, Tian Xiao, Zhang Xiao-Dong

机构信息

Automation School, Beijing University of Posts and Telecommunications, Beijing 100876, China.

出版信息

Guang Pu Xue Yu Guang Pu Fen Xi. 2013 Jul;33(7):1873-6.

Abstract

Three-dimensional (3D) copying of artificial ears and pistol printing are pushing laser three-dimensional copying technique to a new page. Laser three-dimensional scanning is a fresh field in laser application, and plays an irreplaceable part in three-dimensional copying. Its accuracy is the highest among all present copying techniques. Reproducibility degree marks the agreement of copied object with the original object on geometry, being the most important index property in laser three-dimensional copying technique. In the present paper, the error of laser three-dimensional copying was analyzed. The conclusion is that the data processing to the point cloud of laser scanning is the key technique to reduce the error and increase the reproducibility degree. The main innovation of this paper is as follows. On the basis of traditional ant colony optimization, rational ant colony optimization algorithm proposed by the author was applied to the laser three-dimensional copying as a new algorithm, and was put into practice. Compared with customary algorithm, rational ant colony optimization algorithm shows distinct advantages in data processing of laser three-dimensional copying, reducing the error and increasing the reproducibility degree of the copy.

摘要

人工耳的三维(3D)复制和手枪式打印正在将激光三维复制技术推向新的阶段。激光三维扫描是激光应用中的一个新领域,在三维复制中发挥着不可替代的作用。在目前所有的复制技术中,其精度是最高的。再现度标志着复制对象与原始对象在几何形状上的一致性,是激光三维复制技术中最重要的指标特性。本文对激光三维复制的误差进行了分析。结论是,对激光扫描点云进行数据处理是减少误差和提高再现度的关键技术。本文的主要创新点如下。在传统蚁群优化的基础上,作者提出的合理蚁群优化算法作为一种新算法应用于激光三维复制,并付诸实践。与传统算法相比,合理蚁群优化算法在激光三维复制的数据处理中表现出明显优势,减少了误差,提高了复制的再现度。

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