Robust canonical duality theory for solving nonconvex programming problems under data uncertainty.
Linsong ShenYanjun WangXiaomei ZhangPublished in: Math. Methods Oper. Res. (2016)
Keyphrases
- data sets
- application domains
- database
- data analysis
- data collection
- probability distribution
- raw data
- image data
- training data
- solving problems
- quadratic programming
- uncertain data
- original data
- missing data
- synthetic data
- robust optimization
- statistical analysis
- optimization problems
- knowledge discovery
- xml documents
- data points
- sparse linear systems
- data mining
- high quality
- data mining tools
- reinforcement learning
- belief functions
- data quality
- data processing
- combinatorial optimization
- linear program
- data mining techniques
- linear programming
- high dimensional data