DiceOptim swMATH ID: 7784 Software Authors: D. Ginsbourger, V. Picheny, O. Roustant, C. Chevalier, T. Wagner Description: R package DiceOptim: Kriging-based optimization for computer experiments. Expected Improvement. EGO algorithm. Multipoints EI and parallelized versions of EGO: Constant Liars. Criteria and algorithms for Noisy Kriging-based Optimization , including AEI, AKG, EQI, and EI with plugin. Homepage: http://cran.r-project.org/web/packages/DiceOptim/index.html Source Code: https://github.com/cran/DiceOptim Dependencies: R Related Software: DiceKriging; EGO; R; tgp; KrigInv; DiceDesign; DiceEval; DACE; rgenoud; laGP; lhs; LBFGS-B; mlegp; Virtual library; geoR; GMRFLib; Spearmint; kergp; GitHub; QSIMVN Cited in: 74 Publications Standard Articles 1 Publication describing the Software, including 1 Publication in zbMATH Year Noisy kriging-based optimization methods: a unified implementation within the DiceOptim package. Zbl 1471.62161Picheny, Victor; Ginsbourger, David 2014 all top 5 Cited by 164 Authors 8 Bachoc, François 8 Ginsbourger, David 8 Roustant, Olivier 6 Chevalier, Clément 6 Picheny, Victor 5 Ludkovski, Michael 4 Binois, Mickaël 3 Challenor, Peter G. 3 Durrande, Nicolas 3 Gu, Mengyang 3 Risk, Jimmy 3 Rullière, Didier 2 Amaran, Satyajith 2 Ben Salem, Malek 2 Bury, Scott J. 2 Gamboa, Fabrice 2 Goodfellow, Marc 2 Gramacy, Robert B. 2 Haaland, Benjamin 2 Helbert, Céline 2 Hu, Ruimeng 2 Kleijnen, Jack P. C. 2 Lagnoux, Agnès 2 López-Lopera, Andrés F. 2 Maatouk, Hassan 2 Mohammadi, Hossein 2 Mühlenstädt, Thomas 2 Sahinidis, Nikolaos V. 2 Sharda, Bikram 2 Tomaso, Lionel 1 Allaire, Frédéric 1 Anderson-Cook, Christine Michaela 1 Ankenman, Bruce E. 1 Arcidiacono, Gabriele 1 Aubert, Stéphane 1 Azaïs, Jean-Marc 1 Azzimonti, Dario 1 Baccou, Jean 1 Bacro, Jean-Noël 1 Balata, Alessandro 1 Bandyopadhyay, Dipankar 1 Bartoli, Nathalie 1 Batista, Lucas S. 1 Bay, Xavier 1 Beck, Joakim 1 Bect, Julien 1 Berger, James Orvis 1 Berni, Rossella 1 Bevilacqua, Moreno 1 Bolado-Lavin, R. 1 Borgonovo, Emanuele 1 Bouhlel, Mohamed Amine 1 Bourquin, Frédéric 1 Cantone, Luciano 1 Carraro, Laurent 1 Chakir, Rachida 1 Clark, Scott C. 1 Couckuyt, Ivo 1 Cousin, Areski 1 De Lozzo, Matthias 1 Degroote, Joris 1 Deng, Ke 1 Dhaene, Tom 1 Ducros, Frédéric 1 El Amri, Mohamed Reda 1 Emery, Xavier 1 Erickson, Collin B. 1 Filippi, Jean Baptiste 1 Filzmoser, Peter 1 Frazier, Peter I. 1 Fruth, Jana 1 Furlan, John M. 1 Gahrooei, Mostafa Reisi 1 Gatu, Cristian 1 Gervais, Véronique 1 Gozé, Eric 1 Guan, Qi’an 1 Guillas, Serge 1 Habbal, Abderrahmane 1 Haftka, Raphael T. 1 Hammond, Janelle K. 1 Haran, Murali 1 Higdon, David M. 1 Idier, Déborah 1 Jalali, Hamed 1 Ji, Chunlin 1 Kaminski, Bogumil 1 Kopustinskas, Vytis 1 Laber, Eric B. 1 Lawrence, Earl 1 Le Ravalec, Mickaele 1 Lepreux, Olivier 1 Liandrat, Jacques 1 Lu, Xuefei 1 Ludkovsk, Mike 1 Maday, Yvon 1 Maheshwari, Aditya 1 Mallet, Vivien 1 Marmin, Sébastien 1 Marrel, Amandine ...and 64 more Authors all top 5 Cited in 34 Serials 13 SIAM/ASA Journal on Uncertainty Quantification 7 European Journal of Operational Research 5 Journal of Global Optimization 5 Computational Statistics and Data Analysis 5 Statistics and Computing 3 Applied Mathematical Modelling 3 Mathematical Geosciences 3 Journal of Computational and Graphical Statistics 3 Bayesian Analysis 2 Operations Research 1 Computers and Fluids 1 Computer Methods in Applied Mechanics and Engineering 1 The Annals of Statistics 1 Journal of the American Statistical Association 1 Journal of Multivariate Analysis 1 Insurance Mathematics & Economics 1 Annals of Operations Research 1 Computational Statistics 1 Journal of Statistical Computation and Simulation 1 Test 1 INFORMS Journal on Computing 1 Mathematical Problems in Engineering 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Journal of Applied Statistics 1 Extremes 1 Computational Geosciences 1 Quantitative Finance 1 ASTIN Bulletin 1 Structural and Multidisciplinary Optimization 1 4OR 1 Optimization Letters 1 Electronic Journal of Statistics 1 The Annals of Applied Statistics 1 SIAM Journal on Financial Mathematics all top 5 Cited in 19 Fields 53 Statistics (62-XX) 26 Probability theory and stochastic processes (60-XX) 16 Operations research, mathematical programming (90-XX) 11 Numerical analysis (65-XX) 7 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 6 Computer science (68-XX) 5 Geophysics (86-XX) 4 Fluid mechanics (76-XX) 2 Combinatorics (05-XX) 1 General and overarching topics; collections (00-XX) 1 Special functions (33-XX) 1 Partial differential equations (35-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Mechanics of particles and systems (70-XX) 1 Mechanics of deformable solids (74-XX) 1 Relativity and gravitational theory (83-XX) 1 Astronomy and astrophysics (85-XX) 1 Biology and other natural sciences (92-XX) 1 Systems theory; control (93-XX) Citations by Year