Development of algorithms for data mining

数据挖掘算法的开发

• 批准号: 298138-2009
• 负责人: Caporossi, Gilles
• 金额: $ 1.46万
• 依托单位: HEC Montréal
• 依托单位国家: 加拿大
• 项目类别: Discovery Grants Program - Individual
• 财政年份: 2013
• 资助国家: 加拿大
• 起止时间: 2013-01-01 至 2014-12-31
• 项目状态: 已结题
• 来源: https://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=525877
• 关键词: Development; algorithms; data; mining

The research project aims at using mathematical programming to develop new algorithms for data mining and scientific discovery. This fundamental tool of operations research may be applied in two ways (i) to obtain algorithms giving a solution to a problem with a proof of optimality and (ii) to obtain heuristics providing optimal or near optimal solution but without any proof of optimality.

该研究项目旨在使用数学规划来开发数据挖掘和科学发现的新算法。运筹学的这一基本工具可以以两种方式应用：（i）获得算法，给出问题的最优性证明;（ii）获得算法，提供最优或接近最优的解决方案，但没有任何最优性证明。