A Computational Study of Nonconvex and Nonlinear Semi-infinite Optimisation Problems in Signal Processing

信号处理中非凸非线性半无限优化问题的计算研究

• 批准号: DP0881040
• 负责人: Prof Kok Lay Teo
• 金额: $ 16.3万
• 依托单位: Curtin University
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2008
• 资助国家: 澳大利亚
• 起止时间: 2008-06-30 至 2011-06-29
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP0881040
• 关键词: Computational; Study; Nonconvex; Nonlinear; Semi

The operation of filtering is an important part of most modern communication engineering systems. Many important problems, which arise naturally from communications engineering applications, can be formulated as nonconvex optimization problems and nonlinear semi-infinite and/or semi-definite optimization problems. New optimization theory, in combination with novel computationally efficient solution methods, and efficient hardware implementation will be developed. The outcomes will enhance Australia's reputation in this cutting edge research and facilitate opportunity for international collaboration as well as commercial opportunity. The project will also provide an excellent environment for the training of junior researchers in the area.

过滤是大多数现代通信工程系统的重要组成部分。通信工程应用程序自然引起的许多重要问题可以作为非凸优化问题和非线性半炎症和/或半限定优化问题提出。将开发新的优化理论，结合新型计算有效的解决方案方法和有效的硬件实现。结果将在这项尖端研究中提高澳大利亚的声誉，并促进国际合作和商业机会的机会。该项目还将为该地区的初级研究人员培训一个极好的环境。