Spring 2021

INDENG 265 001 - LEC 001

Learning and Optimization

Anil Jayanti Aswani

Jan 19, 2021 - May 07, 2021

Tu, Th

02:00 pm - 03:29 pm

Internet/Online

Class #:28426

Units: 3

Instruction Mode: Pending Review

Offered through Industrial Engineering and Operations Research

Current Enrollment

Total Open Seats: 24

Enrolled: 36

Waitlisted: 0

Capacity: 60

Waitlist Max: 10

Open Reserved Seats:

7 unreserved seats

17 reserved for Industrial Engineering and Operations Research: Master of Science, Master of Engineering, and PhD Students

Hours & Workload

3 hours of instructor presentation of course materials per week, and 6 hours of outside work hours per week.

Other classes by Anil Jayanti Aswani

INDENG 165 001 001LEC

This course will cover topics related to the interplay between optimization and statistical learning. The first part of the course will cover statistical modeling procedures that can be defined as the minimizer of a suitable optimization problem. The second part of the course will discuss the formulation and numerical implementation of learning-based model predictive control (LBMPC), which is a method for robust adaptive optimization that can use machine learning to provide the adaptation. The last part of the course will deal with inverse decision-making problems, which are problems where an agent's decisions are observed and used to infer properties about the agent.