mod methods

module methods

Annealing-method extensions built on the typed algebra: MCMC-style multi-chain SA with Gelman-Rubin termination, Bayesian pilot adaptation, parallel tempering, etc. Annealing-method extensions built on top of the trait Sampler<T> algebra: multi-chain MCMC-style SA with Gelman-Rubin termination, parallel tempering, Bayesian pilot tuning, local polish, and surrogate-assisted moves.

The unification rationale: SA’s sub-chain at fixed T is exactly an MCMC Metropolis-Hastings kernel with Boltzmann-Gibbs stationary distribution. Classical SA fixes the inner-loop iteration count K; the MCMC tradition runs until a convergence diagnostic crosses a threshold. The typed component algebra (Cool / Neigh / Move / Accept) is silent on this loop control, so both styles are equally well-typed points. mcmc_sa ships the MCMC-style point.

Modules

• mod activation
• mod archive_search
• mod bank
• mod cluster_hopping
• mod cluster_search
• mod committor_pop
• mod csa_cluster
• mod ffs
• mod minima_hopping
• mod nested
• mod splice
• mod additive_independence
• mod amsa
• mod bayesian_mixing
• mod bayesian_pilot
• mod bfwt
• mod dmc_population
• mod gle_langevin
• mod gpmd
• mod local_polish
• mod mcmc_sa
• mod parallel_tempering
• mod portfolio
• mod regime
• mod routing_probe
• mod sketchmap
• mod tpe
• mod tps_shoot
• mod warm_lbfgs

Re-exports

• :rust:any:anneal_core::methods::archive_search::Archive

• :rust:any:anneal_core::methods::archive_search::ArchiveOutcome

• :rust:any:anneal_core::methods::archive_search::archive_search

• :rust:any:anneal_core::methods::additive_independence::AdditiveIndependenceResult

• :rust:any:anneal_core::methods::additive_independence::additive_independence_sa

• :rust:any:anneal_core::methods::amsa::AmsaResult

• :rust:any:anneal_core::methods::amsa::amsa_optimize

• :rust:any:anneal_core::methods::bayesian_mixing::BayesianMixingResult

• :rust:any:anneal_core::methods::bayesian_mixing::BayesianMixingSampler

• :rust:any:anneal_core::methods::bayesian_pilot::LaplacePosterior

• :rust:any:anneal_core::methods::bayesian_pilot::PilotObservation

• :rust:any:anneal_core::methods::bayesian_pilot::PilotPrior

• :rust:any:anneal_core::methods::bayesian_pilot::Q_V_MAX

• :rust:any:anneal_core::methods::bayesian_pilot::Q_V_MIN

• :rust:any:anneal_core::methods::bayesian_pilot::TARGET_ACCEPT_RATE

• :rust:any:anneal_core::methods::bayesian_pilot::fit_laplace

• :rust:any:anneal_core::methods::bayesian_pilot::pilot_draws

• :rust:any:anneal_core::methods::bayesian_pilot::pilot_draws_qmc

• :rust:any:anneal_core::methods::bfwt::THETA_STAR

• :rust:any:anneal_core::methods::bfwt::BfwtMode

• :rust:any:anneal_core::methods::bfwt::BfwtResult

• :rust:any:anneal_core::methods::bfwt::EULER_E

• :rust:any:anneal_core::methods::bfwt::bfwt_optimize

• :rust:any:anneal_core::methods::bfwt::budget_feasible_temp

• :rust:any:anneal_core::methods::bfwt::t_des

• :rust:any:anneal_core::methods::bfwt::t_hi

• :rust:any:anneal_core::methods::bfwt::t_lo

• :rust:any:anneal_core::methods::bfwt::window_nonempty

• :rust:any:anneal_core::methods::dmc_population::DEFAULT_BETA0

• :rust:any:anneal_core::methods::dmc_population::DEFAULT_STEPS_PER_CONTROL

• :rust:any:anneal_core::methods::dmc_population::DEFAULT_TARGET_WALKERS

• :rust:any:anneal_core::methods::dmc_population::DmcPopulationResult

• :rust:any:anneal_core::methods::dmc_population::Population

• :rust:any:anneal_core::methods::dmc_population::Walker

• :rust:any:anneal_core::methods::dmc_population::default_sigma

• :rust:any:anneal_core::methods::dmc_population::diffusion_displace

• :rust:any:anneal_core::methods::dmc_population::dmc_population_optimize

• :rust:any:anneal_core::methods::dmc_population::population_control

• :rust:any:anneal_core::methods::dmc_population::run_dmc_population

• :rust:any:anneal_core::methods::dmc_population::walker_weight

• :rust:any:anneal_core::methods::gle_langevin::GleLangevinResult

• :rust:any:anneal_core::methods::gle_langevin::GlePreconditioner

• :rust:any:anneal_core::methods::gle_langevin::estimate_gle_omega0

• :rust:any:anneal_core::methods::gle_langevin::estimate_gle_preconditioner

• :rust:any:anneal_core::methods::gle_langevin::gle_langevin_adaptive_sa

• :rust:any:anneal_core::methods::gle_langevin::gle_langevin_preconditioned_sa

• :rust:any:anneal_core::methods::gle_langevin::gle_langevin_sa

• :rust:any:anneal_core::methods::gpmd::ALPHA_TARGET

• :rust:any:anneal_core::methods::gpmd::GpmdResult

• :rust:any:anneal_core::methods::gpmd::POLISH_FRACTION

• :rust:any:anneal_core::methods::gpmd::THETA_STAR

• :rust:any:anneal_core::methods::gpmd::gap_proportional_temp

• :rust:any:anneal_core::methods::gpmd::gpmd_optimize

• :rust:any:anneal_core::methods::gpmd::run_gpmd

• :rust:any:anneal_core::methods::local_polish::LocalPolishResult

• :rust:any:anneal_core::methods::local_polish::QmcPolishResult

• :rust:any:anneal_core::methods::local_polish::projected_gradient_polish

• :rust:any:anneal_core::methods::local_polish::qmc_best1bin_scout

• :rust:any:anneal_core::methods::local_polish::qmc_gsa_global_search

• :rust:any:anneal_core::methods::local_polish::qmc_projected_gradient_polish

• :rust:any:anneal_core::methods::local_polish::qmc_trust_region_poll

• :rust:any:anneal_core::methods::local_polish::shifted_qmc_projected_gradient_polish

• :rust:any:anneal_core::methods::mcmc_sa::GelmanRubin

• :rust:any:anneal_core::methods::mcmc_sa::MultiChainResult

• :rust:any:anneal_core::methods::mcmc_sa::MultiChainSampler

• :rust:any:anneal_core::methods::mcmc_sa::MultiChainState

• :rust:any:anneal_core::methods::parallel_tempering::ParallelTemperingSampler

• :rust:any:anneal_core::methods::parallel_tempering::PtChainState

• :rust:any:anneal_core::methods::parallel_tempering::PtResult

• :rust:any:anneal_core::methods::parallel_tempering::geometric_ladder

• :rust:any:anneal_core::methods::portfolio::ArmStat

• :rust:any:anneal_core::methods::portfolio::PortfolioPolicy

• :rust:any:anneal_core::methods::portfolio::PortfolioResult

• :rust:any:anneal_core::methods::portfolio::portfolio_optimize

• :rust:any:anneal_core::methods::portfolio::portfolio_optimize_with_policy

• :rust:any:anneal_core::methods::regime::OptimizationRegime

• :rust:any:anneal_core::methods::regime::ProblemFeatures

• :rust:any:anneal_core::methods::regime::RegimeError

• :rust:any:anneal_core::methods::regime::arm_prior_boost

• :rust:any:anneal_core::methods::regime::arm_slice_multiplier

• :rust:any:anneal_core::methods::regime::check_accept_path

• :rust:any:anneal_core::methods::regime::exact_accept_allowed

• :rust:any:anneal_core::methods::regime::order_arms

• :rust:any:anneal_core::methods::regime::preferred_arm_tail

• :rust:any:anneal_core::methods::regime::regime_exploit_prob

• :rust:any:anneal_core::methods::regime::regime_exploit_width

• :rust:any:anneal_core::methods::regime::require_accept_compatible

• :rust:any:anneal_core::methods::regime::select_regime

• :rust:any:anneal_core::methods::sketchmap::DEFAULT_A

• :rust:any:anneal_core::methods::sketchmap::DEFAULT_A_LOW

• :rust:any:anneal_core::methods::sketchmap::DEFAULT_B

• :rust:any:anneal_core::methods::sketchmap::DEFAULT_B_LOW

• :rust:any:anneal_core::methods::sketchmap::SketchMap2d

• :rust:any:anneal_core::methods::sketchmap::farthest_point_landmarks

• :rust:any:anneal_core::methods::sketchmap::pairwise_l2

• :rust:any:anneal_core::methods::sketchmap::row_l2

• :rust:any:anneal_core::methods::sketchmap::sigmoid_switch

• :rust:any:anneal_core::methods::tpe::DEFAULT_ALPHA

• :rust:any:anneal_core::methods::tpe::DEFAULT_GAMMA

• :rust:any:anneal_core::methods::tpe::TpeCategorical

• :rust:any:anneal_core::methods::tpe::TpeContinuous1d

• :rust:any:anneal_core::methods::tps_shoot::ShootDirection

• :rust:any:anneal_core::methods::tps_shoot::accept_reactive_shoot

• :rust:any:anneal_core::methods::tps_shoot::apply_shoot

• :rust:any:anneal_core::methods::tps_shoot::best_frame_index

• :rust:any:anneal_core::methods::tps_shoot::linear_path

• :rust:any:anneal_core::methods::tps_shoot::path_is_reactive

• :rust:any:anneal_core::methods::tps_shoot::path_reactive_geometric

• :rust:any:anneal_core::methods::tps_shoot::path_reactive_objective

• :rust:any:anneal_core::methods::tps_shoot::pick_shoot_direction

• :rust:any:anneal_core::methods::tps_shoot::pick_shoot_index