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Optimization of structures

  • ECTS credits

    2 credits

  • Semester

    Fall

Prerequisites

Learning objectives

•  Acquire the theoretical bases necessary for the formulation of an optimization problem in structural mechanics
•  Know and know how to implement the main classes of design problems
  -- through simple and academic examples;
  -- through a number of industrial applications by learning a professional optimization software (OptiStruct).
•  Discover the methods being developed in the field of optimization

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Description of the programme

•  Issues in structure optimization
•  The main classes of problems
•  Introduction to the basic theoretical notions of differentiable optimization in finite dimension and to the algorithmic principles of numerical optimization
•  Introduction to optimal control
•  Parametric optimization
•  Geometric optimization
•  Topological optimization (SIMP, homogenization, penalization)
•  Handling and parameterization of an industrial code (OptiStruct)
•  Other methods (level lines, genetic algorithms...) and new trends

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Generic central skills and knowledge targeted in the discipline

•  Know how to formulate an optimization problem
•  Know how to choose and implement the appropriate algorithm
•  Know how to use and parameterize a calculation software for an optimization
•  Know how to analyze and criticize the results of the calculation

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How knowledge is tested

•  CC1: MCQ (33%)
•  CC2: Report on FreeFEM practical work (33%)
•  CC3: Report on OptiStruct practical work (34%)

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Bibliography

Course materials in PDF

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Teaching team

Jean-Marie Rossi

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Sustainable Development Goal

  • Responsible consumption and production

  • Total hours of teaching24h
  • Master class16h
  • Practical work8h