系统优化模型和计算(SMA 5223)(麻省理工学院)15.094J Systems Optimization: Models and Computation (SMA 5223) (MIT) |
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课程网址: | http://ocw.mit.edu/courses/sloan-school-of-management/15-094j-sys... |
主讲教师: | Prof. Jie Sun; Prof. Robert Freund; Prof. Thomas Magnanti |
开课单位: | 麻省理工学院 |
开课时间: | 信息不详。欢迎您在右侧留言补充。 |
课程语种: | 英语 |
中文简介: | 本课程是一门面向应用的课程,涵盖决策领域中大型系统的建模以及使用最先进的优化工具优化此类系统。应用领域包括:运输和物流规划,模式分类和图像处理,数据挖掘,结构设计,大型系统调度,供应链管理,金融工程和电信系统规划。建模工具和技术包括线性,网络,离散和非线性优化,启发式方法,灵敏度和后优化分析,大规模系统的分解方法和随机优化。本课程还作为新加坡 - 麻省理工学院联盟(SMA)计划的一部分进行教学,课程编号为SMA 5223(系统优化:模型和计算)。 |
课程简介: | This class is an applications-oriented course covering the modeling of large-scale systems in decision-making domains and the optimization of such systems using state-of-the-art optimization tools. Application domains include: transportation and logistics planning, pattern classification and image processing, data mining, design of structures, scheduling in large systems, supply-chain management, financial engineering, and telecommunications systems planning. Modeling tools and techniques include linear, network, discrete and nonlinear optimization, heuristic methods, sensitivity and post-optimality analysis, decomposition methods for large-scale systems, and stochastic optimization. This course was also taught as part of the Singapore-MIT Alliance (SMA) programme as course number SMA 5223 (System Optimisation: Models and Computation). |
关 键 词: | 决策领域; 优化工具; 建模工具和技术 |
课程来源: | 信息不详。欢迎您在右侧留言补充。 |
最后编审: | 2015-10-10:linxl |
阅读次数: | 49 |