About this Course
4.7
19 ratings
6 reviews
100% online

100% online

Start instantly and learn at your own schedule.
Flexible deadlines

Flexible deadlines

Reset deadlines in accordance to your schedule.
Intermediate Level

Intermediate Level

Hours to complete

Approx. 17 hours to complete

Suggested: 4周的学习, 6-12小时/周 ...
Available languages

Chinese (Simplified)

Subtitles: Chinese (Simplified)
100% online

100% online

Start instantly and learn at your own schedule.
Flexible deadlines

Flexible deadlines

Reset deadlines in accordance to your schedule.
Intermediate Level

Intermediate Level

Hours to complete

Approx. 17 hours to complete

Suggested: 4周的学习, 6-12小时/周 ...
Available languages

Chinese (Simplified)

Subtitles: Chinese (Simplified)

Syllabus - What you will learn from this course

Week
1
Hours to complete
6 hours to complete

MiniZinc介绍

在第一单元中,你将学习到MiniZinc的基础知识。它是一门用于离散优化问题的高级建模语言。通过结合简洁的MiniZinc语言和业界开源项目强大的求解技术,你将学会如何轻松地解决一些应用问题,比如背包问题,涂色问题,生产规划和覆面算问题。这个模块的学习目标是: (1) 建立一个基本的MiniZinc模型。 (2)理解一个由他人创建的简单MiniZinc模型。 ...
Reading
11 videos (Total 140 min), 5 readings, 1 quiz
Video11 videos
1.1.1 第一步17m
1.1.2 第二个模型7m
1.1.3 第三个模型7m
1.1.4 模型和实例16m
1.1.5 对象建模10m
1.1.6 数组和推导式19m
1.1.7 全局约束10m
1.1.8 单元1总结 (英文原声中文字幕)5m
工作坊习题课0解答 (英文原声中文字幕)19m
工作坊习题课1解答 (英文原声中文字幕)21m
Reading5 readings
课程简介10m
课前调查10m
安装MiniZinc10m
工作坊习题课0:第一步20m
工作坊习题课1:温度45m
Week
2
Hours to complete
5 hours to complete

集合建模

在这个单元中,你将学到如何对集合选择问题进行建模。特别是你将学习到如何利用不同的方法来表示没有势约束的,固定势的,或有界势的集合变量。在建模时,你还需要确保所有的模型决策都是有效的决策,而每一个有效的决策刚好对应一个模型决策。这个模块的学习目标是:(1) 建立一个MiniZinc模型来选择一个集合 。 (2)选择一种最适合的表示方式来表示集合。...
Reading
6 videos (Total 75 min), 1 reading, 1 quiz
Video6 videos
1.2.2 集合表示的选择12m
1.2.3 固定势集合的选择13m
1.2.4 有界势的集合12m
1.2.5 单元2总结 (英文原声中文字幕)3m
工作坊习题课2解答 (英文原声中文字幕)19m
Reading1 reading
工作坊习题课2:投降谈判15m
Week
3
Hours to complete
9 hours to complete

函数建模

在这个单元中,你将学习到如何对纯分配问题和划分问题建模,而实际上它们都是函数建模问题。这些问题可以应用到值勤安排或者约束聚类问题中。而在建模技术上,你将看到共同子表达式消除和中间变量的威力,还会初次接触到全局势约束。另外,MiniZinc还提供了约束来去除值对称。这个模块的学习目标是:(1) 创建MiniZinc模型来决定一个函数 。 (2)分析问题来洞察问题中是否含有赋值的子结构 。 (3)创建基本的值班模型。 (4)发现问题是否需要划分一个集合 。 ...
Reading
7 videos (Total 100 min), 1 reading, 1 quiz
Video7 videos
1.3.2 另一个分配问题例子8m
1.3.3 划分建模12m
1.3.4 全局势约束12m
1.3.5 纯划分22m
1.3.6 单元3总结 (英文原声中文字幕)5m
工作坊习题课3解答 (英文原声中文字幕)28m
Reading1 reading
工作坊习题课3:美人计:盛宴50m
Week
4
Hours to complete
8 hours to complete

多重建模

在最后一个单元中,你将会看到离散优化问题可以如何通过不同的视角来切入,和如何从不同的视角来建立完全不同的模型。每一个视角都有优劣,而实际上不同的视角的模型可以结合起来互补。 这个模块的学习目标是:(1) 创建可以用两种不同视角的决策变量的MiniZinc模型。 (2)决定使用哪一种视角(或者组合视角)的决策变量对某一类问题更适合。...
Reading
7 videos (Total 113 min), 2 readings, 1 quiz
Video7 videos
1.4.2 更多排列问题15m
1.4.3 更多排列问题10m
1.4.4 更多多重模型18m
1.4.5 单元4总结 (英文原声中文字幕)7m
工作坊习题课4解答 (英文原声中文字幕)13m
选项类型31m
Reading2 readings
工作坊习题课4:作曲5m
课后调查10m

Instructors

Avatar

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

About The Chinese University of Hong Kong

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....

About The University of Melbourne

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....

Frequently Asked Questions

  • Once you enroll for a Certificate, you’ll have access to all videos, quizzes, and programming assignments (if applicable). Peer review assignments can only be submitted and reviewed once your session has begun. If you choose to explore the course without purchasing, you may not be able to access certain assignments.

  • When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.

More questions? Visit the Learner Help Center.