Back to search results

Discrete Optimization


Provider
coursera

Price
Free

School
University of Melbourne

Type
University

Instructors
Pascal Van Hentenryck, Pascal Van Hentenryck

Category
Computer Science

Duration
9 weeks

Format
Video

Language
English

Description
Optimization technology is ubiquitous in our society. It schedules planes and their crews, coordinates the production of steel, and organizes the transportation of iron ore from the mines to the ports. Optimization clears the day-ahead and real-time markets to deliver electricity to millions of people. It organizes kidney exchanges and cancer treatments and helps scientists understand the fundamental fabric of life, control complex chemical reactions, and design drugs that may benefit billions of individuals. This class is an introduction to discrete optimization and exposes students to some of the most fundamental concepts and algorithms in the field. It covers constraint programming, local search, and mixed-integer programming from their foundations to their applications for complex practical problems in areas such as scheduling, vehicle routing, supply-chain optimization, and resource allocation. An introductory lecture to the course can viewed here.