Data science applications

Robert J. Vanderbei

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Scopus citations


In this chapter, we shall study a few applications of linear programming to an area of statistics called regression and to an area of machine learning called support vector machines. As a specific example for our study of regression, we shall use size and iteration-count data collected from a standard suite of linear programming problems to derive a regression estimate of the number of iterations needed to solve problems of a given size.

Original languageEnglish (US)
Title of host publicationInternational Series in Operations Research and Management Science
Number of pages27
StatePublished - 2020
Externally publishedYes

Publication series

NameInternational Series in Operations Research and Management Science
ISSN (Print)0884-8289
ISSN (Electronic)2214-7934

All Science Journal Classification (ASJC) codes

  • Software
  • Computer Science Applications
  • Strategy and Management
  • Management Science and Operations Research
  • Applied Mathematics


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