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Last updated:

September 20, 2022

Duration:

Unlimited Duration

FREE

This course includes:

Unlimited Duration

Badge on Completion

Certificate of completion

Unlimited Duration

Description

One objective of 15.066J is to introduce modeling, optimization and simulation, as it applies to the study and analysis of manufacturing systems for decision support.

The introduction of optimization models and algorithms provide a framework to think about a wide range of issues that arise in manufacturing systems. The second objective is to expose students to a wide range of applications for these methods and models, and to integrate this material with their introduction to operations management.

Course Curriculum

  • Introduction and Overview Unlimited
  • LP (Linear Programming) – Introduction, Formulations and Geometry Unlimited
  • LP (Linear Programming) – Example Unlimited
  • Networks – Introduction Unlimited
  • LP (Linear Programming) – Example Unlimited
  • LP (Linear Programming) – Solution Methods and Sensitivity Analysis Unlimited
  • Integer Programming – Formulations Unlimited
  • Integer Programming – Algorithms Unlimited
  • Introduction, Simulation Process and Stochastic Modeling Unlimited
  • Monte-Carlo Theory and Examples (with Crystal Ball®) Unlimited
  • Ontario Gateway Case Discussion Unlimited
  • Experimental Design and Simulation Analysis Unlimited
  • Advanced Modeling, Simulation-Based Optimization Unlimited
  • Non Linear Programming – Formulations Unlimited
  • NLP (Non Linear Programming) – Examples and Algorithms Unlimited
  • Langrangean Example Unlimited
  • Project Presentations and Class Summary Unlimited

About the instructor

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Courses

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Massachusetts Institute of Technology