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基于稀疏模型的曲线光顺算法

Sparity Optimization Based Curve Fairing

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【作者】 王士玮刘利刚张举勇杨周旺董光昌

【Author】 Wang Shiwei;Liu Ligang;Zhang Juyong;Yang Zhouwang;Dong Guangchang;School of Mathematical Sciences, University of Science and Technology of China;Department of Mathematics, Zhejiang University;

【机构】 中国科学技术大学数学科学学院浙江大学数学系

【摘要】 为了对曲线进行有效光顺,将曲线光顺问题建模成基于稀疏模型的优化问题,并提出了新的曲线光顺算法.通过分析非光顺曲线的例子,对现有的判别准则进行了总结;根据总结出的判别准则,曲线的光顺性与曲率图二阶差分的稀疏性与大小密切相关,将曲线光顺问题建模成一种基于稀疏模型的优化问题;并给出了一种高效的迭代调整算法求解该模型.数值实验结果表明,文中算法是实用和有效的;与其他光顺算法进行对比时,该算法也有十分突出的表现.

【Abstract】 In this paper we propose a sparse modeling based optimization method to formulate the curve fairness problem. Based on an overall review on previous fairness criteria and our comprehensive working experience on ship design, our proposed fairness criteria not only covers all the previous cases but also considers cases which are never studied before. The curve fairness problem is further formulated as a sparse modeling based optimization problem according to our proposed criteria. An effective and efficient iterative refinement algorithm is proposed. Numerous experimental results demonstrate the practicability and effectiveness of our fairing algorithm, and the comparisons show that our fairing algorithm outperforms the state of the art curve fairness methods.

【基金】 国家自然科学优秀青年基金(61222206);国家自然科学基金(11171322);中国科学院百人计划;国家“九七三”重点基础研究发展计划项目(11171322)
  • 【文献出处】 计算机辅助设计与图形学学报 ,Journal of Computer-Aided Design & Computer Graphics , 编辑部邮箱 ,2016年12期
  • 【分类号】TP391.72
  • 【被引频次】10
  • 【下载频次】187
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