The University of Melbourne
Basic Modeling for Discrete Optimization
The University of Melbourne

Basic Modeling for Discrete Optimization

Taught in English

26,566 already enrolled

Course

Gain insight into a topic and learn the fundamentals

Prof. Peter James Stuckey
Prof. Jimmy Ho Man Lee

Instructors: Prof. Peter James Stuckey

Top Instructor

4.8

(438 reviews)

Intermediate level
Some related experience required
27 hours to complete
3 weeks at 9 hours a week
Flexible schedule
Learn at your own pace

Details to know

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There are 4 modules in this course

In this first module, you will learn the basics of MiniZinc, a high-level modeling language for discrete optimization problems. Combining the simplicity of MiniZinc with the power of open-source industrial solving technologies, you will learn how to solve applications such as knapsack problems, graph coloring, production planning and tricky Cryptarithm puzzles, with great ease.

What's included

19 videos7 readings1 programming assignment

In this module, you will learn how to model problems involving set selection. In particular, you will see different ways of representing set variables when the variable has no constraints on its cardinality, has fixed cardinality and bounded cardinality. You also have to ensure all model decisions are valid decisions, and each valid decision corresponds to exactly one model decision.

What's included

6 videos1 reading1 programming assignment

In this module, you will learn how to model pure assignment problems and partition problems, which are functions in disguise. These problems find applications in rostering and constrained clustering. In terms of modeling techniques, you will see the power of common subexpression elimination and intermediate variables, and encounter the global cardinality constraint for the first time. MiniZinc also provides constraints for removing value symmetries.

What's included

7 videos1 reading1 programming assignment

In the final module of this course you will see how discrete optimization problems can often be seen from multiple viewpoints, and modeled completely differently from each viewpoint. Each viewpoint may have strengths and weaknesses, and indeed the different models can be combined to help each other.

What's included

6 videos2 readings1 programming assignment

Instructors

Instructor ratings
4.8 (90 ratings)
Prof. Peter James Stuckey

Top Instructor

The University of Melbourne
7 Courses44,777 learners

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4.8

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