Title :
Applying large-scale linear programming in business analytics
Author_Institution :
Department of Management Sciences, City University of Hong Kong, Kowloon Tong, Hong Kong
Abstract :
This paper1 is to discuss how to apply large-scale linear programming (LP) in business analytics. Two types of scenario-based LP problems are described, which would become very large-scale LP problems due to the availability of big data. Possible solution approaches are discussed according to the special structure of the problems. Further development of the solution methods is also included.
Keywords :
"Big data","Business","Stochastic processes","Reactive power","Optimization","Joining processes","Linear programming"
Conference_Titel :
Industrial Engineering and Engineering Management (IEEM), 2015 IEEE International Conference on
DOI :
10.1109/IEEM.2015.7385970
