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Last updated:

September 28, 2022

Duration:

Unlimited Duration

FREE

This course includes:

Unlimited Duration

Badge on Completion

Certificate of completion

Unlimited Duration

Description

There is need for a rigorous, quantitative multidisciplinary design methodology that works with the non-quantitative and creative side of the design process in engineering systems.

The goal of multidisciplinary systems design optimization is to create advanced and complex engineering systems that must be competitive not only in terms of performance, but also in terms of life-cycle value. The objective of the course is to present tools and methodologies for performing system optimization in a multidisciplinary design context. Focus will be equally strong on all three aspects of the problem: (i) the multidisciplinary character of engineering systems, (ii) design of these complex systems, and (iii) tools for optimization.

Course Curriculum

  • Introduction to multidisciplinary system design optimization Unlimited
  • Problem formulation Unlimited
  • Modeling and simulation Unlimited
  • Problem decomposition Unlimited
  • Design space exploration Unlimited
  • Numerical optimization I Unlimited
  • Numerical optimization II Unlimited
  • Sensitivity analysis Unlimited
  • Simulated annealing Unlimited
  • Genetic algorithms I Unlimited
  • Genetic algorithms II Unlimited
  • Multi-objective optimization I Unlimited
  • Multi-objective optimization II Unlimited
  • Post-optimality analysis Unlimited
  • Approximation methods Unlimited
  • Robust design Unlimited
  • Design for value Unlimited
  • Design for flexibility Unlimited

About the instructor

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Massachusetts Institute of Technology
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