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离散优化建模高阶篇 Advanced Modeling for Discrete Optimization

The Chinese University of Hong Kong and University of Melbourne via Coursera

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  • Provider Coursera
  • $ Cost Free Online Course (Audit)
  • Session Upcoming
  • Language Chinese
  • Certificate Paid Certificate Available
  • Start Date
  • Duration 5 weeks long

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优化问题是一种常见的决策问题,它在我们的社会中很常见。它的应用可以从数独问题的解决涵盖到婚礼的座次安排。同样的技术可以用于航班与机组成员的安排,钢铁生产的调节,和钢铁从矿区到港口的调度问题。在生产中,人力资源与生产材料的合理决策可以使企业获得成千上万的利润提升。类似的问题也存在于我们的日常生活中,它们包括决定包裹的运输路径,调整学校课程时间,和传输能源到千家万户。尽管这些问题很基础,不过以一般本科教育的知识来解决这些问题都会十分困难。

这个课程是设计给已完成离散优化建模基础篇的同学。你将学习到更多关于如何使用先进的高级建模语言表述清楚具有挑战性的离散优化问题,并让约束求解器完成其余工作。本课程将重点介绍模型调试与改良,如何把一个复杂的约束定义封装到一个谓词里面,及如何着手各种复杂的项目调度和打包问题。当你掌握这种先进的技术,你将能够解决以前难以想象的问题。

Taught by

Jimmy Ho Man Lee and Prof. Peter James Stuckey

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