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绪论和总论 Introduction and Overview |
教材:1 & 2.1 - 2.19 Baker: 1 & 2.1 - 2.19 |
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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 |
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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. |
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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. |
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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 |
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9 |
整数规划—算法 Integer Programming - Algorithms |
教材:6.28 - 6.33 Baker: 6.28 - 6.33 |
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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) |
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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. |
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13 |
最优化实践:John Bean, Intel Optimization in Practice: John Bean, Intel |
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| 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. |
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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. |
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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.) |
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18 |
约束理论(配合课程 15.761) Theory of Constraints (Joint Session with 15.761) |
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| 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.
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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 |
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21 |
先进模型,基于仿真的最优化 Advanced Modeling, Simulation-Based Optimization |
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| 9 |
22 |
非线性规划—公式表达 Non Linear Programming - Formulations |
教材:7 Baker: 7 |
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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. |
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24 |
项目演讲 Project Presentations |
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25 |
项目演讲 Project Presentations |
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26 |
项目演讲和课程总结 Project Presentations and Class Summary |
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