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BayesianOptimization

swMATH ID: 33397
Software Authors: Nogueira, F.
Description: Bayesian optimization: Open source constrained global optimization tool for Python. This is a constrained global optimization package built upon bayesian inference and gaussian process, that attempts to find the maximum value of an unknown function in as few iterations as possible. This technique is particularly suited for optimization of high cost functions, situations where the balance between exploration and exploitation is important.
Homepage: https://github.com/fmfn/BayesianOptimization
Source Code:  https://github.com/fmfn/BayesianOptimization
Dependencies: Python
Related Software: Python; SciPy; GitHub; Gurobi; Spearmint; Scikit; Adam; GPflowOpt; BayesCG; ProbNum; UQTk; UQpy; PyMC; NumPyro; Pyro; QMCPy; CMA-ES; SolarPILOT; PySAM; Pyomo
Cited in: 6 Documents
all top 5

Cited by 37 Authors

1 Bliek, Laurens
1 Bobbio, Federico
1 Catshoek, Tom
1 Cavoretto, Roberto
1 Cox, John L.
1 De Rossi, Alessandra
1 Ernst, Andreas T.
1 Fernandes, Hugo L.
1 Gama, Ricardo
1 Hamilton, William T.
1 Hottung, André
1 Irurozki, Ekhine
1 Lancellotti, Sandro
1 Leboeuf, Caroline
1 Levine, Matthew E.
1 Li, Xiaodong
1 Löhndorf, Nils
1 López-Ibáñez, Manuel
1 Martinek, Janna
1 Newman, Alexandra M.
1 Pepin, Justine
1 Perreault-Lafleur, Carl
1 Refaei Afshar, Reza
1 Reijnen, Robbert
1 Schmitt-Ulms, Fynn
1 Sellmann, Meinolf
1 Seranilla, Bonn Kleiford
1 Shah, Tapan
1 Shen, Yunzhuang
1 Silva, Warley Almeida
1 Stuart, Andrew M.
1 Sun, Yuan
1 Tierney, Kevin
1 Verwer, Sicco
1 Vos, Daniël
1 Zaefferer, Martin
1 Zhang, Yingqian
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Cited in 6 Serials

1 Artificial Intelligence
1 Journal of Computational and Applied Mathematics
1 Naval Research Logistics
1 European Journal of Operational Research
1 Optimization and Engineering
1 Communications of the American Mathematical Society
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Cited in 6 Fields

3 Operations research, mathematical programming (90-XX)
2 Approximations and expansions (41-XX)
2 Computer science (68-XX)
1 Dynamical systems and ergodic theory (37-XX)
1 Numerical analysis (65-XX)
1 Game theory, economics, finance, and other social and behavioral sciences (91-XX)

Citations by Year