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1 |
绪论与总论 Introduction and Overview |
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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 |
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3 |
线性规划—例子 LP (Linear Programming) - Example |
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教学 Tutorial |
| 2 |
4 |
网络—介绍 Networks - Introduction |
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5 |
线性规划—例子 LP (Linear Programming) - Example |
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教学 Tutorial |
| 3 |
6 |
线性规划—例子:Tony Palumbo, Ford LP (Linear Programming) - Example: Tony Palumbo, Ford |
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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 |
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教学 Tutorial |
| 4 |
8 |
整数规划—公式表达 Integer Programming - Formulations |
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9 |
整数规划—算法 Integer Programming - Algorithms |
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10 |
整数规划—启发式的 Integer Programming - Heuristics |
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教学 Tutorial |
| 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) |
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13 |
最优化实践:John Bean, Intel Optimization in Practice: John Bean, Intel |
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教学 Tutorial |
| 6 |
14 |
仿真过程和随机性模型的介绍 Introduction, Simulation Process and Stochastic Modeling |
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15 |
Monte-Carlo理论和例子(用Crystal Ball®) Monte-Carlo Theory and Examples (with Crystal Ball) |
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教学:Monte-Carlo建模和Crystal Ball®教学 Tutorial: Monte-Carlo Modeling and Crystal Ball® Tutorial |
| 7 |
16 |
Ontario Gateway案例讨论 Ontario Gateway Case Discussion |
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17 |
离散事件结构和例子(用SIMUL8®) Discrete-Event Framework and Examples (with SIMUL8®) |
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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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教学:离散事件建模和SIMUL8® 教学 Tutorial: Discrete-Event Modeling and SIMUL8® Tutorial |
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19 |
离散事件案例的讨论 Discrete-Event Case Discussion |
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20 |
实验设计和模拟分析 Experimental Design and Simulation Analysis |
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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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教学:实验设计和模拟分析教学 Tutorial: Experimental Design and Simulation Analysis Tutorial |
| 9 |
22 |
非线性规划—公式表达 Non Linear Programming - Formulations |
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23 |
非线性规划—例子和算法 NLP (Non Linear Programming) - Examples and Algorithms |
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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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教学 Tutorial |