gemseo.algos.opt package

GEMSEO optimization algorithm package.

Contains wrappers to algorithm libraries.

Subpackages

• gemseo.algos.opt.augmented_lagrangian package
  • Subpackages
    • gemseo.algos.opt.augmented_lagrangian.settings package
      • Submodules
  • Submodules
    • gemseo.algos.opt.augmented_lagrangian.augmented_lagrangian_order_0 module
      • AugmentedLagrangianOrder0
    • gemseo.algos.opt.augmented_lagrangian.augmented_lagrangian_order_1 module
      • AugmentedLagrangianOrder1
    • gemseo.algos.opt.augmented_lagrangian.base_augmented_lagrangian module
      • BaseAugmentedLagrangian
    • gemseo.algos.opt.augmented_lagrangian.penalty_heuristic module
      • AugmentedLagrangianPenaltyHeuristic
• gemseo.algos.opt.core package
  • Submodules
    • gemseo.algos.opt.core.linear_constraints module
      • build_bounds_matrices()
      • build_constraints_matrices()
    • gemseo.algos.opt.core.trust_updater module
      • BoundsUpdater
      • PenaltyUpdater
      • RadiusUpdater
      • TrustUpdater
    • gemseo.algos.opt.core.updater_factory module
      • UpdaterFactory
• gemseo.algos.opt.mnbi package
  • Subpackages
    • gemseo.algos.opt.mnbi.settings package
      • Submodules
  • Submodules
    • gemseo.algos.opt.mnbi.mnbi module
      • BetaSubOptimOutput
      • IndividualSubOptimOutput
      • MNBI
      • MNBIAlgorithmDescription
• gemseo.algos.opt.multi_start package
  • Subpackages
    • gemseo.algos.opt.multi_start.settings package
      • Submodules
  • Submodules
    • gemseo.algos.opt.multi_start.multi_start module
      • MultiStart
• gemseo.algos.opt.nlopt package
  • Subpackages
    • gemseo.algos.opt.nlopt.settings package
      • Submodules
  • Submodules
    • gemseo.algos.opt.nlopt.nlopt module
      • NLoptAlgorithmDescription
      • Nlopt
• gemseo.algos.opt.scipy_global package
  • Subpackages
    • gemseo.algos.opt.scipy_global.settings package
      • Submodules
  • Submodules
    • gemseo.algos.opt.scipy_global.scipy_global module
      • SciPyGlobalAlgorithmDescription
      • ScipyGlobalOpt
• gemseo.algos.opt.scipy_linprog package
  • Subpackages
    • gemseo.algos.opt.scipy_linprog.settings package
      • Submodules
  • Submodules
    • gemseo.algos.opt.scipy_linprog.scipy_linprog module
      • ScipyLinProgAlgorithmDescription
      • ScipyLinprog
• gemseo.algos.opt.scipy_local package
  • Subpackages
    • gemseo.algos.opt.scipy_local.settings package
      • Submodules
  • Submodules
    • gemseo.algos.opt.scipy_local.scipy_local module
      • SciPyAlgorithmDescription
      • ScipyOpt
• gemseo.algos.opt.scipy_milp package
  • Subpackages
    • gemseo.algos.opt.scipy_milp.settings package
      • Submodules
  • Submodules
    • gemseo.algos.opt.scipy_milp.scipy_milp module
      • ScipyMILP
      • ScipyMILPAlgorithmDescription

Submodules

• gemseo.algos.opt.base_gradient_based_algorithm_settings module
  • BaseGradientBasedAlgorithmSettings
    • BaseGradientBasedAlgorithmSettings.kkt_tol_abs
    • BaseGradientBasedAlgorithmSettings.kkt_tol_rel
• gemseo.algos.opt.base_milp_settings module
  • BaseMILPSettings
    • BaseMILPSettings.disp
    • BaseMILPSettings.mip_rel_gap
    • BaseMILPSettings.node_limit
    • BaseMILPSettings.presolve
• gemseo.algos.opt.base_optimization_library module
  • BaseOptimizationLibrary
    • BaseOptimizationLibrary.ALGORITHM_INFOS
  • OptimizationAlgorithmDescription
    • OptimizationAlgorithmDescription.Settings
    • OptimizationAlgorithmDescription.for_linear_problems
    • OptimizationAlgorithmDescription.handle_equality_constraints
    • OptimizationAlgorithmDescription.handle_inequality_constraints
    • OptimizationAlgorithmDescription.handle_multiobjective
    • OptimizationAlgorithmDescription.positive_constraints
    • OptimizationAlgorithmDescription.require_gradient
• gemseo.algos.opt.base_optimizer_settings module
  • BaseOptimizerSettings
    • BaseOptimizerSettings.ftol_abs
    • BaseOptimizerSettings.ftol_rel
    • BaseOptimizerSettings.max_iter
    • BaseOptimizerSettings.scaling_threshold
    • BaseOptimizerSettings.stop_crit_n_x
    • BaseOptimizerSettings.xtol_abs
    • BaseOptimizerSettings.xtol_rel
    • BaseOptimizerSettings.model_post_init()
• gemseo.algos.opt.factory module
  • OptimizationLibraryFactory