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完成時間大約為23 小時

建議:5 weeks of study, 6-12 hours/week...

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100% 在線

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可靈活調整截止日期

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中級

完成時間大約為23 小時

建議:5 weeks of study, 6-12 hours/week...

英語(English)

字幕:英語(English)

教學大綱 - 您將從這門課程中學到什麼

1
完成時間為 12 小時

Debugging and Improving Models

Similar to computer programs, models can have bugs. In this module, you will see the symptoms (unsatisfiability, too many solutions, too few solutions) of different bugs, and learn methods to discover what is going wrong with your model and how to fix it. Equipped with these tools, you will be able to develop and debug complex models.

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22 個視頻 (總計 266 分鐘), 5 個閱讀材料, 1 個測驗
22 個視頻
2.1.3 Relational Semantics11分鐘
2.1.4 Too Many Solutions8分鐘
2.1.5 Missing Solutions17分鐘
2.1.6 Basic Model Improvement19分鐘
2.1.7 Module 1 Summary4分鐘
Workshop 5 Solution23分鐘
Assignment Submission - IDE7分鐘
Assignment Submission - CLI4分鐘
Reference 1: Basic Features13分鐘
Reference 2: Booleans Expressions13分鐘
Reference 3: Sets, Arrays and Comprehensions19分鐘
Reference 4: Enumerated Types7分鐘
Reference 5: Strings and Output8分鐘
Reference 6: Option Types12分鐘
Reference 7: Predicates8分鐘
Reference 8: Flattening29分鐘
Reference 9: Transforming Data15分鐘
Reference 10: User Defined Functions10分鐘
Reference 11: Command Line Interface8分鐘
5 個閱讀材料
Course Overview10分鐘
Start of Course Survey10分鐘
Getting MiniZinc10分鐘
Workshop 5: Poetry Challenge2 小時 30 分
About the Reference Material2分鐘
2
完成時間為 10 小時

Predicates

In this module, you will learn how to encapsulate a complex constraint definition in a predicate definition to enable its reuse. This will enable the construction of far more complex models with improved readability in a modular manner. You will also encounter for the first time a problem with multiple objectives and learn how to compress them into one single objective. In addition to this, you will learn how to model the banquet seating problem, which will assist you in many occasions in life.

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6 個視頻 (總計 92 分鐘), 1 個閱讀材料, 1 個測驗
6 個視頻
2.2.4 Contexts22分鐘
2.2.5 Module 2 Summary3分鐘
Workshop 6 Solution24分鐘
1 個閱讀材料
Workshop 6: Weighing an Elephant: Part 13 小時 15 分
3
完成時間為 10 小時

Scheduling

Learn how to tackle complex project scheduling problems of various forms, progressively from ones with only basic precedence requirements to ones with unary resources and even cumulative resources. You will see how to model some of the complex constraints that arise in these applications.

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7 個視頻 (總計 70 分鐘), 1 個閱讀材料, 1 個測驗
7 個視頻
2.3.4 Sequence Dependent Scheduling 112分鐘
2.3.5 Sequence Dependent Scheduling 25分鐘
2.3.6 Module 3 Summary3分鐘
Workshop 7 Solution12分鐘
1 個閱讀材料
Workshop 7: Visiting Zhuge Liang4 小時 20 分
4
完成時間為 1 小時

Packing

In this module, you will learn the important application of packing, from the packing of squares to rectilinear shapes with and without rotation. Again, you will see how to model some of the complex constraints that arise in these applications.

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3 個視頻 (總計 43 分鐘)
5.0
12 個審閱Chevron Right

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來自Advanced Modeling for Discrete Optimization的熱門評論

創建者 KPOct 3rd 2017

very rewarding and challenging assignments, thank you for this great course!

創建者 GGJun 11th 2018

Fantastic course that really makes you think long and hard.

講師

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Prof. Jimmy Ho Man Lee

Professor
Department of Computer Science and Engineering
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Prof. Peter James Stuckey

Professor
Computing and Information Systems

關於 墨尔本大学

The University of Melbourne is an internationally recognised research intensive University with a strong tradition of excellence in teaching, research, and community engagement. Established in 1853, it is Australia's second oldest University....

關於 香港中文大学

Founded in 1963, The Chinese University of Hong Kong (CUHK) is a forward looking comprehensive research university with a global vision and a mission to combine tradition with modernity, and to bring together China and the West. CUHK teachers and students hail from all corners of the world. CUHK graduates are connected worldwide through an expansive alumni network....

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