Convex Optimization, Data and Research in Industry

Industrial Problems Seminar 

Howard Heaton
Typal Academy

Abstract

Optimization problems and big data arise all over in industry. This talk will walk through examples of these problems and highlight how optimization solvers can be informed by data (e.g. decision-focused learning). Discussion will then transition to lessons learned from research positions in various fields.