Iterative Solvers for Saddle-Point Systems

鞍点系统的迭代求解器

• 批准号: 261539-2012
• 负责人: Greif, Chen
• 金额: $ 2.04万
• 依托单位: University of British Columbia
• 依托单位国家: 加拿大
• 项目类别: Discovery Grants Program - Individual
• 财政年份: 2016
• 资助国家: 加拿大
• 起止时间: 2016-01-01 至 2017-12-31
• 项目状态: 已结题
• 来源: https://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=594588
• 关键词: Iterative; Solvers; Saddle; Point; Systems

This proposal concerns the investigation, analysis and implementation of numerical solution methods for a family of linear systems that arise from problems that can be generally posed as minimization problems with constraints. Such problems are extremely important, and they frequently appear in a surprisingly large scope of scientific models. Examples of relevant applications include computer graphics, data mining, image processing, medical imaging, fluid flow, electromagnetics, and many more instances.

这个建议涉及的调查，分析和实施的数值求解方法的一个家庭的线性系统所产生的问题，一般可以构成为最小化问题的约束。这类问题极其重要，而且它们经常出现在范围大得惊人的科学模型中。相关应用的示例包括计算机图形学、数据挖掘、图像处理、医学成像、流体流动、电磁学以及更多实例。