课程名称: Discrete Optimization 离散优化 墨尔本大学

课程主页: https://www.coursera.org/learn/discrete-optimization

所在平台: Coursera

课程类别: 计算机科学

大学或机构: 墨尔本大学

讲师： Professor Pascal Van Hentenryck

授课语言： 英语

提供字幕： 英语

课程文件大小： 6.31GB

课程介绍： 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.

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