| Document Date: 2014-12-16 08:35:37
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City Sequential Model / / Company IBM / CNF / Optimization / / Currency ILS / / / Facility Kevin Leyton-Brown University of British Columbia / Main Mall / / IndustryTerm iterated local search algorithm / machine learning tool / deterministic algorithms / tree search solver / search node / local search probing / tree search / iterated local search / genetic algorithm / Online Aggressive Racing / online decision / multi-start local search / improvement search / local search / heuristic algorithms / search strategy / Online Adaptive Racing / automated tuning tool / parameterized tree search / deterministic target algorithms / local search solvers / target algorithm / / NaturalFeature Random forests / / Organization Brown University / University of British Columbia / / Person Kevin Tierney / Holger H. Hoos / Frank Hutter / / / Position author / model for optimization / / Technology existing algorithm / target algorithm / OCUSED ILS algorithm / 1 Introduction Algorithms / SPO+ algorithm / parameterized algorithm / GPS / genetic algorithm / racing algorithm / Sequential Model-based Algorithm / machine learning / iterated local search algorithm / deterministic target algorithms / 4 Sequential Model-based Algorithm / / URL http /
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Sequential Model-Based Optimization for General Algorithm Configuration Frank Hutter, Holger H. Hoos and Kevin Leyton-Brown University of British Columbia, 2366 Main Mall, Vancouver BC, V6T 1Z4, Canada {hutter,hoos,kevin