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Mathematical optimization / Statistical methods / Econometrics / Genetic algorithm / Polynomial regression / Optimal design / Estimation theory / Local regression / Quadratic / Statistics / Regression analysis / Operations research


CLOP: Confident Local Optimization for Noisy Black-Box Parameter Tuning
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Document Date: 2012-01-15 07:47:50

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Lille / /

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time management / genetic algorithms / search-tree pruning / local regression algorithms / continuum-armed bandits algorithms / tested algorithms / low-discrepancy algorithms / machine-learning algorithms / online regret / optimization algorithm / important applications / learning algorithms / /

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2.1 Detailed Algorithm Description Algorithm / 2 Algorithm / continuum-armed bandits algorithms / machine-learning algorithms / population-based algorithms / CLOP algorithm / local regression algorithms / artificial intelligence / low-discrepancy algorithms / SPSA algorithm / optimization algorithm / 1.3 3 Using Response-Surface Models The algorithms / KieferWolfowitz algorithm / Existing algorithms / /

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