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本页翻译进度

灯号说明

审定:无
翻译:亢磊(简介并寄信)
编辑:张建(James Zhang)(简介并寄信)


一些相关阅读材料请参考教材Baker, Kenneth R.著《最优化:基于电子数据表的方法》Duxbury Press, 2003年版的有关章节。
Some readings refer to sections of the course textbook, which is Baker, Kenneth R., Optimization: A Spreadsheet-Based Approach, Duxbury Press, 2003.


课程单元 阅读资料
1 1 绪论和总论
Introduction and Overview
教材:1 & 2.1 - 2.19
Baker: 1 & 2.1 - 2.19
2 线性规划—介绍、公式 表达和几何表达
LP (Linear Programming) - Introduction, Formulations and Geometry
教材:附录2A
Baker: Appendix 2A
3 线性规划—例子
LP (Linear Programming) - Example
Red Brand案例:Wilson, Robert B.著《季节性西红柿产品的包装数量的决定》斯坦福大学,1965,可从哈佛经济学院出版商那得到,案例号:OSA1.
Red Brand Case: Wilson, Robert B. Red Brand Canners. Stanford University, 1965. Available through Harvard Business School Publishers, Case No. OSA1.
2 4 网络—介绍
Networks - Introduction
教材:3
Baker: 3

Polaroid公司的实例:《在Polaroid公司利用二倍的供货时间来进行货物运输和供货时间表的有效制定》((PDF)—Kermit Threatte 和 Stephen C.Graves所写的论文October, 2001.允许使用,
Polaroid Example: Tactical Shipping and Scheduling at Polaroid with Dual Lead-Times (PDF) - Paper courtesy of Kermit Threatte and Stephen C. Graves, October, 2001. Used with permission.
5 线性规划—例子
LP (Linear Programming) - Example
Filatoi Riuniti实例:D. Bertsimas 和 R. Freund共同著《数据、模型和决策:基础管理学》Southwestern College Publishing, 2000年版的第七章结尾部分。
Filatoi Riuniti Case: at the end of Chapter 7 in Bertsimas, D., and R. Freund. Data Models, and Decisions: The Fundamentals of Management Science. Southwestern College Publishing, 2000.
3 6 线性规划—例子:Tony Palumbo, Ford
LP (Linear Programming) - Example: Tony Palumbo, Ford
Ford实例:Carmelo Anthony Palumbo在Stephen C. Graves的指导下所写的《福特耐用欧洲平底锅》麻省理工学院“先驱制造”项目,2002年。
Ford Case: Carmelo Anthony Palumbo under the direction of Stephen C. Graves. Ford Pan-European Durable Containers. MIT Leaders for Manufacturing Program, 2002.
7 线性规划—解决方案和 灵敏度分析
LP (Linear Programming) - Solution Methods and Sensitivity Analysis
教材:5
Baker: 5
4 8 整数规划—公式表达
Integer Programming - Formulations
教材:6.1 - 6.27
Baker: 6.1 - 6.27
9 整数规划—算法
Integer Programming - Algorithms
教材:6.28 - 6.33
Baker: 6.28 - 6.33
10 整数规划—启发式的
Integer Programming - Heuristics
教材: 8 (略读)
Baker: 8 (Skim)
5 11 听取库存仿真的情况(配合课程 15.761
Debriefing of Inventory Simulation (with 15.761)
12 随机线性规划(Linear Programming)
Stochastic LP (Linear Programming)
教材:2.20 - 2.26
Baker: 2.20 - 2.26

Red Brand (B)案例:Wilson, Robert B.所写的《季节性西红柿产品的包装数量的决定((B)》斯坦福大学,1965,可从哈佛经济学院出版商那得到,案例号:OSA1.
Red Brand (B) Case: Wilson, Robert B. Red Brand Canners (B). Stanford University, 1965. Available through Harvard Business School Publishers, Case No. OSA1.
13 最优化实践:John Bean, Intel
Optimization in Practice: John Bean, Intel
6 14 仿真过程和随机性模型的介绍
Introduction, Simulation Process and Stochastic Modeling
ClearPictures公司在线仿真模型
Simulation Module Outline ClearPictures, Inc.
15 Monte-Carlo原理和例子(用Crystal Ball®)
Monte-Carlo Theory and Examples (with Crystal Ball®)
概率/统计复习1
Probability/Statistics Review 1
7 16 Ontario Gateway案例讨论
Ontario Gateway Case Discussion
Ontario Gateway:D. Bertsimas 和 R. Freund共同著《数据、模型和决策:基础管理学》 Southwestern College Publishing, 2000年.
Ontario Gateway: at the end of Chapter 5 in Bertsimas, D., and R. Freund. Data Models, and Decisions: The Fundamentals of Management Science. Southwestern College Publishing, 2000.
17 离散事件结构和例子(用SIMUL8®)
Discrete-Event Framework and Examples (with SIMUL8®)
《SIMUL8®导论》(为15.066J这部分所改编的SIMUL8公司的培训材料。)
Introduction to SIMUL8® (Adapted for 15.066J from some of SIMUL8 Corporation's training material.)
18 约束理论(配合课程 15.761
Theory of Constraints (Joint Session with 15.761)
8 19 离散事件案例的讨论
Discrete-Event Case Discussion

离散事件案例:《人类基因组工程》 (PDF)—Jérémie Gallien 和 Scott A. Rosenberg所写的论文,麻省理工学院,斯隆管理学院,2003年.允许使用。
Discrete-Event Case: Human Genome Project (PDF) - Paper courtesy of Jérémie Gallien and Scott A. Rosenberg, MIT Sloan School of Management, 2003. Used with permission.

20 实验设计和模拟分析
Experimental Design and Simulation Analysis
概率/统计复习2
Probability/Statistics Review 2
21 先进模型,基于仿真的最优化
Advanced Modeling, Simulation-Based Optimization
9 22 非线性规划—公式表达
Non Linear Programming - Formulations
教材:7
Baker: 7
23 非线性规划—例子和运算法则
NLP (Non Linear Programming) - Examples and Algorithms
DeWitt, Charles.著《Apollo Paper公司案例研究》麻省理工学院的斯隆管理学院。未出版。
DeWitt, Charles. Apollo Paper Company case study. MIT Sloan School of Management. Unpublished.
10 24 项目演讲
Project Presentations
25 项目演讲
Project Presentations
26 项目演讲和课程总结
Project Presentations and Class Summary




Crystal Ball®为Decisioneering, Inc.的注册商标,而CB Predictor为Decisioneering, Inc.的商标。
Crystal Ball® is a registered trademark and CB Predictor is a trademark of Decisioneering, Inc.
SIMUL8®为SIMUL8 Corporation的注册商标。
SIMUL8® is a registered trademark of SIMUL8 Corporation.

 
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