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PhD/industry course: Engineering Design Optimization (EngDesOpt)

8 November, 2021 - 13 December, 2021

PhD Course (2021), 7.5 HEC (7.5 higher education credits) Industrial participants in the aerospace industry (diploma course)

Duration

November 8th-9th and 22th-23th; December 13th

See the detailed schedule in the course syllabus (PDF).

Content

  • Engineering Design and Optimization- How can optimization support the design process?
  • Optimization methods – from traditional gradient based methods to non-gradient methods such as the Complex method, Genetic Algorithms and Particle Swarm Optimization.
  • Multi-objective optimization – How to handle problems with several conflicting objectives.
  • Handling of constraints via penalty functions.
  • Surrogate Models – How to use Design of Experiments and Surrogate Models to reduce the optimization time.
  • Post-optimization analysis – How to choose a solution from a large pool of optimal solutions.
  • Application examples where modelling, simulation and optimization are used to solve real world industrial problems.

Please find the complete course description with more details, registration and the detailed schedule in the course syllabus (PDF).

Details

Start:
8 November, 2021
End:
13 December, 2021
Event Tags:
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Venue

Linköping University
A-hus, room ACAS
Linköping, Östergötland 58183 Sweden
View Venue Website

Organiser

Swedish Aeronautical Research Center
Email:
info@sarc.center
View Organiser Website