Edit Profile (opens in new tab) Le Digabel, Sébastien Co-Author Distance Author ID: le-digabel.sebastien Published as: Le Digabel, Sébastien; Digabel, Sébastien Le External Links: MGP · ORCID Documents Indexed: 47 Publications since 2004, including 8 Additional arXiv Preprints 2 Contributions as Editor Co-Authors: 52 Co-Authors with 48 Joint Publications 1,048 Co-Co-Authors all top 5 Co-Authors 1 single-authored 27 Audet, Charles 7 Anjos, Miguel F. 7 Tribes, Christophe 6 Kokkolaras, Michael 5 Alarie, Stéphane 4 Dennis, John E. jun. 4 Lakhmiri, Dounia 3 Bigeon, Jean 3 Bingane, Christian 3 Conn, Andrew Roger 3 Hansen, Pierre 3 Rodrigues de Sousa, Vilmar Jefté 3 Salomon, Ludovic 3 Talgorn, Bastien 2 Dzahini, Kwassi Joseph 2 Gheribi, Aïmen E. 2 Mladenović, Nenad 2 Peyrega, Mathilde 1 Abramson, Mark A. 1 Alimo, Ryan 1 Aloise, Daniel 1 Amaioua, Nadir 1 Bale, Christopher W. 1 Bastin, Fabian 1 Béchard, Vincent 1 Bélisle, Eve 1 Bouchet, Pierre-Yves 1 Brimberg, Jack 1 Caporossi, Gilles 1 Cartier, Dominique 1 Chartrand, Patrice 1 Diago, Miguel 1 Garnier, Vincent 1 Gramacy, Robert B. 1 Habashi, Wagdi G. 1 Hallé-Hannan, Edward 1 Harvey, Jean-Philippe 1 Ianni, Andrea 1 Ihaddadene, Amina 1 Jacquot, Paulin 1 Lebeuf, Xavier 1 Leclaire, Louis-Alexandre 1 Lodi, Andrea 1 Montplaisir, Viviane Rochon 1 Partovi Nia, Vihad 1 Pelton, Arthur D. 1 Perron, Sylvain 1 Pourbagian, Mahdi 1 Robelin, Christian 1 Saltet, Renaud 1 Wild, Stefan M. 1 Zolnouri, Mahdi all top 5 Serials 6 Computational Optimization and Applications 5 SIAM Journal on Optimization 4 Optimization and Engineering 3 ACM Transactions on Mathematical Software 3 Journal of Global Optimization 3 European Journal of Operational Research 3 Pacific Journal of Optimization 2 Optimization Methods & Software 2 EURO Journal on Computational Optimization 2 SN Operations Research Forum 1 Management Science 1 Operations Research Letters 1 Annals of Operations Research 1 Mathematical Programming. Series A. Series B 1 Discrete Optimization 1 Optimization Letters 1 INFOR: Information Systems and Operational Research all top 5 Fields 40 Operations research, mathematical programming (90-XX) 12 Numerical analysis (65-XX) 3 Computer science (68-XX) 2 General and overarching topics; collections (00-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 2 Statistics (62-XX) 2 Mechanics of deformable solids (74-XX) 1 Probability theory and stochastic processes (60-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Geophysics (86-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 34 Publications have been cited 580 times in 284 Documents Cited by ▼ Year ▼ Algorithm 909: NOMAD: nonlinear optimization with the MADS algorithm. Zbl 1365.65172 Le Digabel, Sébastien 121 2011 OrthoMADS: A deterministic MADS instance with orthogonal directions. Zbl 1189.90202 Abramson, Mark A.; Audet, Charles; Dennis, J. E. jun.; Le Digabel, Sébastien 73 2009 Nonsmooth optimization through mesh adaptive direct search and variable neighborhood search. Zbl 1157.90535 Audet, Charles; Béchard, Vincent; Le Digabel, Sébastien 58 2008 Pooling problem: alternate formulations and solution methods. Zbl 1232.90349 Audet, Charles; Brimberg, Jack; Hansen, Pierre; Le Digabel, Sébastien; Mladenović, Nenad 42 2004 Use of quadratic models with mesh-adaptive direct search for constrained black box optimization. Zbl 1270.90073 Conn, Andrew R.; Le Digabel, Sébastien 36 2013 Parallel space decomposition of the mesh adaptive direct search algorithm. Zbl 1180.90363 Audet, Charles; Dennis, J. E. jun.; Le Digabel, Sébastien 31 2008 Reducing the number of function evaluations in mesh adaptive direct search algorithms. Zbl 1297.90149 Audet, Charles; Ianni, Andrea; Le Digabel, Sébastien; Tribes, Christophe 30 2014 Globalization strategies for mesh adaptive direct search. Zbl 1190.90204 Audet, Charles; Dennis, J. E. jun.; Le Digabel, Sébastien 25 2010 Performance indicators in multiobjective optimization. Zbl 1487.90580 Audet, Charles; Bigeon, Jean; Cartier, Dominique; Le Digabel, Sébastien; Salomon, Ludovic 22 2021 The mesh adaptive direct search algorithm for granular and discrete variables. Zbl 1411.90229 Audet, Charles; Le Digabel, Sébastien; Tribes, Christophe 20 2019 Exact and heuristic solutions of the global supply chain problem with transfer pricing. Zbl 1176.90667 Perron, Sylvain; Hansen, Pierre; Le Digabel, Sébastien; Mladenović, Nenad 10 2010 The mesh adaptive direct search algorithm with treed Gaussian process surrogates. Zbl 1327.90308 Gramacy, Robert B.; Le Digabel, Sébastien 10 2015 Linear equalities in blackbox optimization. Zbl 1311.90185 Audet, Charles; Le Digabel, Sébastien; Peyrega, Mathilde 10 2015 Dynamic scaling in the mesh adaptive direct search algorithm for blackbox optimization. Zbl 1364.90360 Audet, Charles; Le Digabel, Sébastien; Tribes, Christophe 10 2016 Robust optimization of noisy blackbox problems using the mesh adaptive direct search algorithm. Zbl 1403.90619 Audet, Charles; Ihaddadene, Amina; Le Digabel, Sébastien; Tribes, Christophe 10 2018 Order-based error for managing ensembles of surrogates in mesh adaptive direct search. Zbl 1394.90525 Audet, Charles; Kokkolaras, Michael; Le Digabel, Sébastien; Talgorn, Bastien 9 2018 Stochastic mesh adaptive direct search for blackbox optimization using probabilistic estimates. Zbl 1469.90095 Audet, Charles; Dzahini, Kwassi Joseph; Kokkolaras, Michael; Le Digabel, Sébastien 8 2021 Computational study of valid inequalities for the maximum \(k\)-cut problem. Zbl 1392.90089 Rodrigues de Sousa, Vilmar Jefté; Anjos, Miguel F.; Le Digabel, Sébastien 8 2018 Efficient solution of quadratically constrained quadratic subproblems within the mesh adaptive direct search algorithm. Zbl 1403.90618 Amaioua, Nadir; Audet, Charles; Conn, Andrew R.; Le Digabel, Sébastien 7 2018 Algorithm 1027: NOMAD version 4: Nonlinear optimization with the MADS algorithm. Zbl 07668779 Audet, Charles; Le Digabel, Sébastien; Montplaisir, Viviane Rochon; Tribes, Christophe 7 2022 Locally weighted regression models for surrogate-assisted design optimization. Zbl 1391.90683 Talgorn, Bastien; Audet, Charles; Le Digabel, Sébastien; Kokkolaras, Michael 6 2018 Two decades of blackbox optimization applications. Zbl 1516.90090 Alarie, Stéphane; Audet, Charles; Gheribi, Aïmen E.; Kokkolaras, Michael; Le Digabel, Sébastien 6 2021 HyperNOMAD. Hyperparameter optimization of deep neural networks using mesh adaptive direct search. Zbl 07467958 Lakhmiri, Dounia; Digabel, Sébastien Le; Tribes, Christophe 5 2021 Trade-off studies in blackbox optimization. Zbl 1260.90005 Audet, Charles; Dennis, J. E. jun.; Le Digabel, Sébastien 3 2012 Optimization of stochastic blackboxes with adaptive precision. Zbl 1483.90089 Alarie, Stéphane; Audet, Charles; Bouchet, Pierre-Yves; Digabel, Sébastien Le 2 2021 Improving the linear relaxation of maximum \(k\)-cut with semidefinite-based constraints. Zbl 1437.90141 Rodrigues de Sousa, Vilmar Jefté; Anjos, Miguel F.; Le Digabel, Sébastien 2 2019 A progressive barrier derivative-free trust-region algorithm for constrained optimization. Zbl 1409.90180 Audet, Charles; Conn, Andrew R.; Le Digabel, Sébastien; Peyrega, Mathilde 2 2018 Exact solution of three nonconvex quadratic programming problems. Zbl 1165.90584 Audet, Charles; Hansen, Pierre; Le Digabel, Sébastien 1 2004 Constrained problem formulations for power optimization of aircraft electro-thermal anti-icing systems. Zbl 1364.90415 Pourbagian, Mahdi; Talgorn, Bastien; Habashi, Wagdi G.; Kokkolaras, Michael; Le Digabel, Sébastien 1 2015 Use of a biobjective direct search algorithm in the process design of material science applications. Zbl 1364.90362 Gheribi, Aïmen E.; Harvey, Jean-Philippe; Bélisle, Eve; Robelin, Christian; Chartrand, Patrice; Pelton, Arthur D.; Bale, Christopher W.; Le Digabel, Sébastien 1 2016 A general mathematical framework for constrained mixed-variable blackbox optimization problems with meta and categorical variables. Zbl 1512.90246 Audet, Charles; Hallé-Hannan, Edward; Le Digabel, Sébastien 1 2023 DMulti-MADS: mesh adaptive direct multisearch for bound-constrained blackbox multiobjective optimization. Zbl 1473.90148 Bigeon, Jean; Le Digabel, Sébastien; Salomon, Ludovic 1 2021 The mesh adaptive direct search algorithm for periodic variables. Zbl 1264.90157 Audet, Charles; Le Digabel, Sébastien 1 2012 Snow water equivalent estimation using blackbox optimization. Zbl 1269.90140 Alarie, Stéphane; Audet, Charles; Garnier, Vincent; Le Digabel, Sébastien; Leclaire, Louis-Alexandre 1 2013 A general mathematical framework for constrained mixed-variable blackbox optimization problems with meta and categorical variables. Zbl 1512.90246 Audet, Charles; Hallé-Hannan, Edward; Le Digabel, Sébastien 1 2023 Algorithm 1027: NOMAD version 4: Nonlinear optimization with the MADS algorithm. Zbl 07668779 Audet, Charles; Le Digabel, Sébastien; Montplaisir, Viviane Rochon; Tribes, Christophe 7 2022 Performance indicators in multiobjective optimization. Zbl 1487.90580 Audet, Charles; Bigeon, Jean; Cartier, Dominique; Le Digabel, Sébastien; Salomon, Ludovic 22 2021 Stochastic mesh adaptive direct search for blackbox optimization using probabilistic estimates. Zbl 1469.90095 Audet, Charles; Dzahini, Kwassi Joseph; Kokkolaras, Michael; Le Digabel, Sébastien 8 2021 Two decades of blackbox optimization applications. Zbl 1516.90090 Alarie, Stéphane; Audet, Charles; Gheribi, Aïmen E.; Kokkolaras, Michael; Le Digabel, Sébastien 6 2021 HyperNOMAD. Hyperparameter optimization of deep neural networks using mesh adaptive direct search. Zbl 07467958 Lakhmiri, Dounia; Digabel, Sébastien Le; Tribes, Christophe 5 2021 Optimization of stochastic blackboxes with adaptive precision. Zbl 1483.90089 Alarie, Stéphane; Audet, Charles; Bouchet, Pierre-Yves; Digabel, Sébastien Le 2 2021 DMulti-MADS: mesh adaptive direct multisearch for bound-constrained blackbox multiobjective optimization. Zbl 1473.90148 Bigeon, Jean; Le Digabel, Sébastien; Salomon, Ludovic 1 2021 The mesh adaptive direct search algorithm for granular and discrete variables. Zbl 1411.90229 Audet, Charles; Le Digabel, Sébastien; Tribes, Christophe 20 2019 Improving the linear relaxation of maximum \(k\)-cut with semidefinite-based constraints. Zbl 1437.90141 Rodrigues de Sousa, Vilmar Jefté; Anjos, Miguel F.; Le Digabel, Sébastien 2 2019 Robust optimization of noisy blackbox problems using the mesh adaptive direct search algorithm. Zbl 1403.90619 Audet, Charles; Ihaddadene, Amina; Le Digabel, Sébastien; Tribes, Christophe 10 2018 Order-based error for managing ensembles of surrogates in mesh adaptive direct search. Zbl 1394.90525 Audet, Charles; Kokkolaras, Michael; Le Digabel, Sébastien; Talgorn, Bastien 9 2018 Computational study of valid inequalities for the maximum \(k\)-cut problem. Zbl 1392.90089 Rodrigues de Sousa, Vilmar Jefté; Anjos, Miguel F.; Le Digabel, Sébastien 8 2018 Efficient solution of quadratically constrained quadratic subproblems within the mesh adaptive direct search algorithm. Zbl 1403.90618 Amaioua, Nadir; Audet, Charles; Conn, Andrew R.; Le Digabel, Sébastien 7 2018 Locally weighted regression models for surrogate-assisted design optimization. Zbl 1391.90683 Talgorn, Bastien; Audet, Charles; Le Digabel, Sébastien; Kokkolaras, Michael 6 2018 A progressive barrier derivative-free trust-region algorithm for constrained optimization. Zbl 1409.90180 Audet, Charles; Conn, Andrew R.; Le Digabel, Sébastien; Peyrega, Mathilde 2 2018 Dynamic scaling in the mesh adaptive direct search algorithm for blackbox optimization. Zbl 1364.90360 Audet, Charles; Le Digabel, Sébastien; Tribes, Christophe 10 2016 Use of a biobjective direct search algorithm in the process design of material science applications. Zbl 1364.90362 Gheribi, Aïmen E.; Harvey, Jean-Philippe; Bélisle, Eve; Robelin, Christian; Chartrand, Patrice; Pelton, Arthur D.; Bale, Christopher W.; Le Digabel, Sébastien 1 2016 The mesh adaptive direct search algorithm with treed Gaussian process surrogates. Zbl 1327.90308 Gramacy, Robert B.; Le Digabel, Sébastien 10 2015 Linear equalities in blackbox optimization. Zbl 1311.90185 Audet, Charles; Le Digabel, Sébastien; Peyrega, Mathilde 10 2015 Constrained problem formulations for power optimization of aircraft electro-thermal anti-icing systems. Zbl 1364.90415 Pourbagian, Mahdi; Talgorn, Bastien; Habashi, Wagdi G.; Kokkolaras, Michael; Le Digabel, Sébastien 1 2015 Reducing the number of function evaluations in mesh adaptive direct search algorithms. Zbl 1297.90149 Audet, Charles; Ianni, Andrea; Le Digabel, Sébastien; Tribes, Christophe 30 2014 Use of quadratic models with mesh-adaptive direct search for constrained black box optimization. Zbl 1270.90073 Conn, Andrew R.; Le Digabel, Sébastien 36 2013 Snow water equivalent estimation using blackbox optimization. Zbl 1269.90140 Alarie, Stéphane; Audet, Charles; Garnier, Vincent; Le Digabel, Sébastien; Leclaire, Louis-Alexandre 1 2013 Trade-off studies in blackbox optimization. Zbl 1260.90005 Audet, Charles; Dennis, J. E. jun.; Le Digabel, Sébastien 3 2012 The mesh adaptive direct search algorithm for periodic variables. Zbl 1264.90157 Audet, Charles; Le Digabel, Sébastien 1 2012 Algorithm 909: NOMAD: nonlinear optimization with the MADS algorithm. Zbl 1365.65172 Le Digabel, Sébastien 121 2011 Globalization strategies for mesh adaptive direct search. Zbl 1190.90204 Audet, Charles; Dennis, J. E. jun.; Le Digabel, Sébastien 25 2010 Exact and heuristic solutions of the global supply chain problem with transfer pricing. Zbl 1176.90667 Perron, Sylvain; Hansen, Pierre; Le Digabel, Sébastien; Mladenović, Nenad 10 2010 OrthoMADS: A deterministic MADS instance with orthogonal directions. Zbl 1189.90202 Abramson, Mark A.; Audet, Charles; Dennis, J. E. jun.; Le Digabel, Sébastien 73 2009 Nonsmooth optimization through mesh adaptive direct search and variable neighborhood search. Zbl 1157.90535 Audet, Charles; Béchard, Vincent; Le Digabel, Sébastien 58 2008 Parallel space decomposition of the mesh adaptive direct search algorithm. Zbl 1180.90363 Audet, Charles; Dennis, J. E. jun.; Le Digabel, Sébastien 31 2008 Pooling problem: alternate formulations and solution methods. Zbl 1232.90349 Audet, Charles; Brimberg, Jack; Hansen, Pierre; Le Digabel, Sébastien; Mladenović, Nenad 42 2004 Exact solution of three nonconvex quadratic programming problems. Zbl 1165.90584 Audet, Charles; Hansen, Pierre; Le Digabel, Sébastien 1 2004 all cited Publications top 5 cited Publications all top 5 Cited by 525 Authors 31 Audet, Charles 26 Le Digabel, Sébastien 11 Lucidi, Stefano 8 Hare, Warren L. 8 Liuzzi, Giampaolo 8 Mladenović, Nenad 8 Wild, Stefan M. 7 Floudas, Christodoulos Achilleus 7 Rinaldi, Francesco 7 Vicente, Luis Nunes 6 Hansen, Pierre 6 Kokkolaras, Michael 6 Larson, Jeffrey 6 Müller, Juliane 6 Tribes, Christophe 5 Bewley, Thomas R. 5 Boukouvala, Fani 5 Custódio, Ana Luísa 5 Haugland, Dag 5 Misener, Ruth 4 Beyhaghi, Pooriya 4 Conn, Andrew Roger 4 Diouane, Youssef 4 Gratton, Serge 4 Liberti, Leo 4 Sahinidis, Nikolaos V. 3 Alarie, Stéphane 3 Alfaki, Mohammed 3 Ali, Montaz M. 3 Anjos, Miguel F. 3 Asaki, Thomas J. 3 Dennis, John E. jun. 3 Dey, Santanu Subhas 3 Dražić, Milan D. 3 Dzahini, Kwassi Joseph 3 Faruque Hasan, M. M. 3 García-Palomares, Ubaldo M. 3 Jarry-Bolduc, Gabriel 3 Lucet, Yves 3 Marsden, Alison L. 3 Orban, Dominique 3 Roberts, Lindon 3 Shoemaker, Christine A. 3 Talgorn, Bastien 2 Aguilar Madeira, José Firmino 2 Alimo, Ryan 2 Bajaj, Ishan 2 Béchard, Vincent 2 Bhosekar, Atharv 2 Bigeon, Jean 2 Boland, Natashia L. 2 Brás, Carmo P. 2 Bűrmen, Árpád 2 Cartis, Coralia 2 Csercsik, Dávid 2 D’Ambrosio, Claudia 2 Das, Priyam 2 de Matta, Renato 2 De Santis, Alberto 2 Dedoncker, Sander 2 Deng, Zhibin 2 Desmet, Wim 2 Dražić, Zorica 2 Duarte, Belmiro P. M. 2 Gheribi, Aïmen E. 2 Giovannelli, Tommaso 2 Gupte, Akshay 2 Jaberipour, Majid 2 Kalinowski, Thomas 2 Karas, Elizabeth Wegner 2 Koledin, S. N. 2 Koledina, K. F. 2 Li, Xiang 2 Lu, Cheng 2 Ma, Kaiwen 2 Messine, Frédéric 2 Moreno-Pérez, José Andrés 2 Naets, Frank 2 Nannicini, Giacomo 2 Özaltın, Osman Y. 2 Padidar, Misha 2 Peyrega, Mathilde 2 Planiden, Chayne 2 Rajagopalan, Sreekanth 2 Rigterink, Fabian 2 Rios, Luis Miguel 2 Rodrigues de Sousa, Vilmar Jefté 2 Singh, Satya Prakash 2 Stracquadanio, Giovanni 2 Todosijević, Raca 2 Toint, Philippe Louis 2 Tomasgard, Asgeir 2 Urošević, Dragan 2 Van Dyke, Benjamin 1 Abramson, Mark A. 1 Adjengue, Luc D. 1 Adulyasak, Yossiri 1 Agarwal, Deborah 1 Agor, Joseph 1 Ahmed, Shabbir ...and 425 more Authors all top 5 Cited in 68 Serials 39 Journal of Global Optimization 28 Computational Optimization and Applications 24 Optimization and Engineering 19 Optimization Letters 18 European Journal of Operational Research 14 Optimization Methods & Software 10 SIAM Journal on Optimization 9 Computers & Operations Research 8 Journal of Optimization Theory and Applications 8 Annals of Operations Research 7 Mathematical Programming Computation 5 International Transactions in Operational Research 5 EURO Journal on Computational Optimization 4 Computer Methods in Applied Mechanics and Engineering 4 Optimization 4 Mathematical Programming. Series A. Series B 4 Computational and Applied Mathematics 3 Journal of Computational Physics 3 Operations Research 3 Operations Research Letters 3 Applied Mathematical Modelling 3 INFORMS Journal on Computing 3 SN Operations Research Forum 2 Information Sciences 2 Journal of Computational and Applied Mathematics 2 Numerical Algorithms 2 Top 2 Journal of Industrial and Management Optimization 2 Engineering Optimization 2 Sankhyā. Series B 1 Computers and Fluids 1 Discrete Applied Mathematics 1 ACM Transactions on Mathematical Software 1 The Annals of Statistics 1 Opsearch 1 Econometric Reviews 1 YUJOR. Yugoslav Journal of Operations Research 1 Journal of Statistical Computation and Simulation 1 Statistical Papers 1 Journal of Mathematical Chemistry 1 Abstract and Applied Analysis 1 Sibirskiĭ Zhurnal Vychislitel’noĭ Matematiki 1 Discrete Dynamics in Nature and Society 1 International Journal of Applied Mathematics and Computer Science 1 Computational Geosciences 1 CEJOR. Central European Journal of Operations Research 1 Combustion Theory and Modelling 1 RAIRO. Operations Research 1 The ANZIAM Journal 1 Foundations of Computational Mathematics 1 Journal of Applied Mathematics 1 OR Spectrum 1 Structural and Multidisciplinary Optimization 1 4OR 1 International Journal of Computational Methods 1 Acta Numerica 1 Computational Management Science 1 Networks and Spatial Economics 1 Discrete Optimization 1 The Annals of Applied Statistics 1 Algorithms 1 Set-Valued and Variational Analysis 1 Arabian Journal for Science and Engineering 1 Numerical Algebra, Control and Optimization 1 Journal of the Operations Research Society of China 1 Journal of Optimization 1 Journal of Mathematical Modeling 1 OJMO. Open Journal of Mathematical Optimization all top 5 Cited in 20 Fields 262 Operations research, mathematical programming (90-XX) 53 Numerical analysis (65-XX) 17 Computer science (68-XX) 11 Statistics (62-XX) 6 Calculus of variations and optimal control; optimization (49-XX) 6 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 5 Mechanics of deformable solids (74-XX) 5 Biology and other natural sciences (92-XX) 3 Combinatorics (05-XX) 3 Fluid mechanics (76-XX) 3 Systems theory; control (93-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Optics, electromagnetic theory (78-XX) 2 Classical thermodynamics, heat transfer (80-XX) 2 Geophysics (86-XX) 1 Geometry (51-XX) 1 Convex and discrete geometry (52-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Probability theory and stochastic processes (60-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year