课程信息

104,257 次近期查看

学生职业成果

40%

完成这些课程后已开始新的职业生涯

40%

通过此课程获得实实在在的工作福利

17%

加薪或升职
可分享的证书
完成后获得证书
100% 在线
立即开始,按照自己的计划学习。
可灵活调整截止日期
根据您的日程表重置截止日期。
中级
完成时间大约为65 小时
英语(English)
字幕:英语(English)

您将获得的技能

Constraint ProgrammingBranch And BoundDiscrete OptimizationLinear Programming (LP)

学生职业成果

40%

完成这些课程后已开始新的职业生涯

40%

通过此课程获得实实在在的工作福利

17%

加薪或升职
可分享的证书
完成后获得证书
100% 在线
立即开始,按照自己的计划学习。
可灵活调整截止日期
根据您的日程表重置截止日期。
中级
完成时间大约为65 小时
英语(English)
字幕:英语(English)

提供方

墨尔本大学 徽标

墨尔本大学

教学大纲 - 您将从这门课程中学到什么

内容评分Thumbs Up95%(3,134 个评分)Info
1

1

完成时间为 2 小时

Welcome

完成时间为 2 小时
4 个视频 (总计 43 分钟), 3 个阅读材料, 1 个测验
4 个视频
Course Motivation - Indiana Jones, challenges, applications20分钟
Course Introduction - philosophy, design, grading rubric11分钟
Assignments Introduction & Any Integer9分钟
3 个阅读材料
Start of Course Survey10分钟
Socialize10分钟
Course Syllabus10分钟
2

2

完成时间为 7 小时

Knapsack

完成时间为 7 小时
9 个视频 (总计 101 分钟)
9 个视频
Knapsack 2 - greedy algorithms7分钟
Knapsack 3 - modeling8分钟
Knapsack 4 - dynamic programming17分钟
Knapsack 5 - relaxation, branch and bound14分钟
Knapsack 6 - search strategies, depth first, best first, least discrepancy14分钟
Assignments Getting Started13分钟
Knapsack & External Solver10分钟
Exploring the Material - open course design, optimization landscape, picking your adventure10分钟
3

3

完成时间为 17 小时

Constraint Programming

完成时间为 17 小时
13 个视频 (总计 248 分钟), 1 个阅读材料, 2 个测验
13 个视频
CP 2 - propagation, arithmetic constraints, send+more=money26分钟
CP 3 - reification, element constraint, magic series, stable marriage16分钟
CP 4 - global constraint intuition, table constraint, sudoku19分钟
CP 5 - symmetry breaking, BIBD, scene allocation18分钟
CP 6 - redundant constraints, magic series, market split11分钟
CP 7 - car sequencing, dual modeling18分钟
CP 8 - global constraints in detail, knapsack, alldifferent33分钟
CP 9 - search, first-fail, euler knight, ESDD25分钟
CP 10 - value/variable labeling, domain splitting, symmetry breaking in search28分钟
Graph Coloring6分钟
Optimization Tools5分钟
Set Cover8分钟
1 个阅读材料
Optimization Tools10分钟
4

4

完成时间为 13 小时

Local Search

完成时间为 13 小时
10 个视频 (总计 191 分钟)
10 个视频
LS 2 - swap neighborhood, car sequencing, magic square15分钟
LS 3 - optimization, warehouse location, traveling salesman, 2-opt, k-opt23分钟
LS 4 - optimality vs feasibility, graph coloring22分钟
LS 5 - complex neighborhoods, sports scheduling21分钟
LS 6 - escaping local minima, connectivity15分钟
LS 7 - formalization, heuristics, meta-heuristics introduction22分钟
LS 8 - iterated location search, metropolis heuristic, simulated annealing, tabu search intuition18分钟
LS 9 - tabu search formalized, aspiration, car sequencing, n-queens26分钟
Traveling Salesman10分钟

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常见问题

  • Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:

    • The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.

    • The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

  • 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.

  • You will be eligible for a full refund until two weeks after your payment date, or (for courses that have just launched) until two weeks after the first session of the course begins, whichever is later. You cannot receive a refund once you’ve earned a Course Certificate, even if you complete the course within the two-week refund period. See our full refund policy.

  • Yes, Coursera provides financial aid to learners who cannot afford the fee. Apply for it by clicking on the Financial Aid link beneath the "Enroll" button on the left. You’ll be prompted to complete an application and will be notified if you are approved. Learn more.

  • Good programming skills, knowledge of algorithms and linear algebra.

  • A minimal knowledge of python is necessary to integrate with the course infrastructure. Outside of that, students are free to use any language of their choice.

  • A motivated student spending the time on the programming assignment will succeed in this class.

  • At the discrete optimization store: http://www.zazzle.com.au/discreteoptimization

还有其他问题吗?请访问 学生帮助中心