IE 598 CO - Adv Tpcs in Continuous Opt
|Adv Tpcs in Continuous Opt||IE598||CO||66113||LEC||4||1530 - 1650||T R||204 Transportation Building||Ruoyu Sun|
Subject offerings of new and developing areas of knowledge in industrial engineering intended to augment the existing curriculum. See Class Schedule or departmental course information for topics and prerequisites. Course Information: Approved for letter and S/U grading. May be repeated in the same or separate terms if topics vary.
Title: Advanced Topics in Continuous Optimization Prerequisites: Basic Calculus, linear algebra, probability. Description: Driven by the applications in large-scale data analysis and machine learning, the scope of optimization has been greatly expanded recently. New facets are examined, new directions are explored, and new tools are developed. This course will cover some exciting, recent advances in optimization, especially large-scale optimization and non-convex optimization.