Optimization and DOE

• The GEMSEO concepts
  • Design space
  • Optimization problem
  • Driver
• Optimization and DOE framework
  • Setting up an OptimizationProblem
  • Solving the problem by optimization
  • Solving the problem by DOE
  • Results analysis
  • DOE algorithms
• Optimization algorithms
  • Augmented_Lagrangian_order_0
  • Augmented_Lagrangian_order_1
  • DIFFERENTIAL_EVOLUTION
  • DUAL_ANNEALING
  • DUAL_SIMPLEX
  • INTERIOR_POINT
  • L-BFGS-B
  • MNBI
  • MultiStart
  • NELDER-MEAD
  • NLOPT_BFGS
  • NLOPT_BOBYQA
  • NLOPT_COBYLA
  • NLOPT_MMA
  • NLOPT_NEWUOA
  • NLOPT_SLSQP
  • SHGO
  • SLSQP
  • Scipy_MILP
  • TNC
• DOE algorithms
  • CustomDOE
  • DiagonalDOE
  • Halton
  • LHS
  • MC
  • MorrisDOE
  • OATDOE
  • OT_AXIAL
  • OT_COMPOSITE
  • OT_FACTORIAL
  • OT_FAURE
  • OT_FULLFACT
  • OT_HALTON
  • OT_HASELGROVE
  • OT_LHS
  • OT_LHSC
  • OT_MONTE_CARLO
  • OT_OPT_LHS
  • OT_RANDOM
  • OT_REVERSE_HALTON
  • OT_SOBOL
  • OT_SOBOL_INDICES
  • PYDOE_BBDESIGN
  • PYDOE_CCDESIGN
  • PYDOE_FF2N
  • PYDOE_FULLFACT
  • PYDOE_LHS
  • PYDOE_PBDESIGN
  • PoissonDisk
  • Sobol