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"""Individual optimization algorithms.""" |
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# copyright: hyperactive developers, MIT License (see LICENSE file) |
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from ._hillclimbing import HillClimbing |
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from ._stochastic_hillclimbing import StochasticHillClimbing |
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from ._repulsing_hillclimbing import RepulsingHillClimbing |
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from ._simulated_annealing import SimulatedAnnealing |
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from ._downhill_simplex import DownhillSimplexOptimizer |
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from ._random_search import RandomSearch |
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from ._grid_search import GridSearch |
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from ._random_restart_hill_climbing import RandomRestartHillClimbing |
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from ._powells_method import PowellsMethod |
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from ._pattern_search import PatternSearch |
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from ._lipschitz_optimization import LipschitzOptimizer |
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from ._direct_algorithm import DirectAlgorithm |
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from ._parallel_tempering import ParallelTempering |
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from ._particle_swarm_optimization import ParticleSwarmOptimizer |
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from ._spiral_optimization import SpiralOptimization |
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from ._genetic_algorithm import GeneticAlgorithm |
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from ._evolution_strategy import EvolutionStrategy |
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from ._differential_evolution import DifferentialEvolution |
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from ._bayesian_optimization import BayesianOptimizer |
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from ._tree_structured_parzen_estimators import TreeStructuredParzenEstimators |
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from ._forest_optimizer import ForestOptimizer |
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__all__ = [ |
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"HillClimbing", |
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"RepulsingHillClimbing", |
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"StochasticHillClimbing", |
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"SimulatedAnnealing", |
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"DownhillSimplexOptimizer", |
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"RandomSearch", |
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"GridSearch", |
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"RandomRestartHillClimbing", |
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"PowellsMethod", |
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"PatternSearch", |
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"LipschitzOptimizer", |
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"DirectAlgorithm", |
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"ParallelTempering", |
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"ParticleSwarmOptimizer", |
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"SpiralOptimization", |
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"GeneticAlgorithm", |
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"EvolutionStrategy", |
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"DifferentialEvolution", |
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"BayesianOptimizer", |
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"TreeStructuredParzenEstimators", |
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"ForestOptimizer", |
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] |
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SimonBlanke /
Hyperactive
