Mechanical Engineering, Indian Institute of Science, Bangalore 560 012, India
Optimization hinders evolution!
ME256 Variational Methods and Structural Optimization Jan.-May, 2019
Instructor: G. K. Ananthasuresh, Room 106, ME Building, suresh at iisc.ac.in
Lectures: Tu, Th: 08:30 AM - 09:55 AM; Venue: ME Lecture Hall

Syllabus
Topics to be covered in this course--not necessarily in this order.
  • Motivating examples of calculus of variations
  • Mathematical preliminaries: normed vectors spaces, functionals (continuous and linear), directional derivative, concept of variation, Gateaux variation, Frechet differential, etc.
  • Fundamental lemmas of calculus of variation
  • Euler-Lagrange (E-L) equations
  • Applications of E-L equation
  • Extensions of E-L equation to multiple derivatives, independent variables, multiple state variables
  • Isoperimetric problems--global and local (finite subsidiary) constraints
  • Applications of optimizing functionals subject to constraints
  • Applications in mechanics: strong and weak forms of governing equations
  • Variable end conditions--transversality conditions
  • Size optimization of a bar for maximum stiffness
  • Self-adjointness and optimization with weak variational form
  • Optimization with side constraints (variable bounds)
  • Worst load scenario for an axially loaded stiffest bar
  • Min-max type problem with stress constraints
  • Beam problems for stiffmess and strength
  • Optimization of a beam for given deflection
  • Variational formulations for the eigenvalue problems: strings, bars, beams, and other elastic strucrures.
  • Optimum design of a column
  • Variable-thickness optimization of plates
  • Sufficient conditions for E-L optimum
  • Applications of sufficient conditions
  • Finite dimensional optimization--A summary and highlights
  • Numerical optimization techniques
  • Using the optimization tool-box in Matlab
  • Truss topology optimization
  • Sensitivity analysis
  • Frame topology optimization
  • Compliant mechanism design using topology optimization of trusses and frames
  • Topology optimization using continuum elements
  • Optimality criteria method
  • Shape optimization of structures
  • Applications to multi-physics problems
  • Material interpolation techniques for topology optimization