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This course provides a deep understanding of engineering systems at a level intended for research on complex engineering systems.
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English
English [CC]
FREE
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Description
It provides a review and extension of what is known about system architecture and complexity from a theoretical point of view while examining the origins of and recent developments in the field. The class considers how and where the theory has been applied, and uses key analytical methods proposed. Students examine the level of observational (qualitative and quantitative) understanding necessary for successful use of the theoretical framework for a specific engineering system. Case studies apply the theory and principles to engineering systems.
Course content
- Introduction and objectives Unlimited
- Basic foundations for course emphasizing ways of thinking and biases Unlimited
- Introduction to graphs, networks, hierarchies, and DSM’s Unlimited
- MATLAB® and network representations Unlimited
- Basic network metrics and operations Unlimited
- Quantitative network fundamentals Unlimited
- Canonical structures and their organizational implications Unlimited
- Constraints Unlimited
- Network observational methods and quantitative metrics Unlimited
- Random networks Unlimited
- Decomposition methods and modeling framework Unlimited
- Affiliation networks Unlimited
- Scaling and allometry as constraints Unlimited
- Organizational structures Unlimited
- Advanced models of technological systems Unlimited
- Modeling organizational architecture Unlimited
- Role of materials innovation Unlimited
Instructor
Massachusetts Institute of Technology
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