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NOMAD

swMATH ID: 2916
Software Authors: Sébastien Le Digabel
Description: Algorithm 909: NOMAD: Nonlinear Optimization with the MADS Algorithm. NOMAD is software that implements the Mesh Adaptive Direct Search (MADS) algorithm for blackbox optimization under general nonlinear constraints. Blackbox optimization is about optimizing functions that are usually given as costly programs with no derivative information and no function values returned for a significant number of calls attempted. NOMAD is designed for such problems and aims for the best possible solution with a small number of evaluations. The objective of this article is to describe the underlying algorithm, the software’s functionalities, and its implementation.
Homepage: https://www.gerad.ca/nomad/Project/Home.html
Source Code:  https://github.com/bbopt/nomad
Keywords: neural modular architecture; mobile robots
Related Software: OrthoMADS; EGO; MultiMin; BOBYQA; DFL; MLMSRBF; PSwarm; NEWUOA; BFO; CUTEst; MISO; ORBIT; CUTEr; SO-I; Ipopt; DFBOX_IMPR; SNOBFIT; SDPEN; SDBOX; GitHub
Cited in: 134 Documents
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Cited by 261 Authors

26 Audet, Charles
22 Le Digabel, Sébastien
9 Liuzzi, Giampaolo
8 Lucidi, Stefano
8 Tribes, Christophe
6 Müller, Juliane
6 Rinaldi, Francesco
5 Kokkolaras, Michael
5 Vicente, Luis Nunes
4 Alarie, Stéphane
4 Conn, Andrew Roger
4 Diouane, Youssef
4 Larson, Jeffrey
4 Wild, Stefan M.
3 Boukouvala, Fani
3 Floudas, Christodoulos Achilleus
3 Gratton, Serge
3 Orban, Dominique
3 Racine, Jeffrey Scott
3 Sahinidis, Nikolaos V.
3 Sciandrone, Marco
3 Shoemaker, Christine A.
3 Talgorn, Bastien
3 Toint, Philippe Louis
2 Ali, Montaz M.
2 Bewley, Thomas R.
2 Beyhaghi, Pooriya
2 Bűrmen, Árpád
2 Csercsik, Dávid
2 Dennis, John E. jun.
2 Duarte, Belmiro P. M.
2 Faruque Hasan, M. M.
2 García-Palomares, Ubaldo M.
2 Gheribi, Aïmen E.
2 Hare, W.
2 Hare, Warren L.
2 Lakhmiri, Dounia
2 Ma, Shujie
2 Nannicini, Giacomo
2 Nutini, Julie
2 Peyrega, Mathilde
2 Ploskas, Nikolaos
2 Porcelli, Margherita
2 Roberts, Lindon
2 Singh, Satya Prakash
1 Adjengue, Luc D.
1 Adulyasak, Yossiri
1 Agarwal, Deborah
1 Alimo, Ryan
1 Amaioua, Nadir
1 Armstrong, Jerawan C.
1 Arora, Bhavna
1 Atkinson, Anthony C.
1 Aziz, Mahdi
1 Bahrami, Salman
1 Bajaj, Ishan
1 Bale, Christopher W.
1 Balesdent, Mathieu
1 Béchard, Vincent
1 Bélisle, Eve
1 Ben Yahia, Imen
1 Berahas, Albert S.
1 Bhosekar, Atharv
1 Bigdeli, K.
1 Bigeon, Jean
1 Bingham, Derek R.
1 Birregah, Babiga
1 Bouchet, Pierre-Yves
1 Brasil, Daniel
1 Butyn, Emerson
1 Byrd, Richard H.
1 Cafieri, Sonia
1 Cagan, Jonathan
1 Camponogara, Eduardo
1 Cartis, Coralia
1 Casella, Francesco
1 Chang, Tyler H.
1 Chaouki, Jamal
1 Chartrand, Patrice
1 Châtelet, Éric
1 Cocchi, Guido
1 Congedo, Pietro Marco
1 Costa, Alberto L. C.
1 Côté-Massicotte, Julien
1 Côté, Pascal
1 Couderc, Romain
1 Crisóstomo, Manuel
1 da Veiga, Sébastien
1 D’Ambrosio, Claudia
1 Dang, C.-K.
1 Dang, Kien-Cong
1 Das, Priyam
1 Day, Marcus S.
1 de la Sen, Manuel
1 de Oliveira, Welington Luis
1 Delahaye, Daniel
1 Deshpande, Shubhangi
1 Devals, Christophe
1 Dieumegard, Pierre
1 Drake, R. Paul
...and 161 more Authors
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Cited in 49 Serials

17 Computational Optimization and Applications
16 Optimization and Engineering
15 Journal of Global Optimization
10 Optimization Letters
6 ACM Transactions on Mathematical Software
6 SIAM Journal on Optimization
5 Optimization Methods & Software
4 European Journal of Operational Research
4 Computational and Applied Mathematics
4 Mathematical Programming Computation
2 Journal of Computational Physics
2 Annals of Operations Research
2 Applied Mathematical Modelling
2 INFORMS Journal on Computing
2 EURO Journal on Computational Optimization
2 SN Operations Research Forum
1 Computers and Fluids
1 Computer Methods in Applied Mechanics and Engineering
1 Computer Physics Communications
1 Information Sciences
1 Journal of Computational and Applied Mathematics
1 Journal of Econometrics
1 Journal of Optimization Theory and Applications
1 Mathematics and Computers in Simulation
1 Operations Research Letters
1 Optimization
1 Econometric Reviews
1 Numerical Algorithms
1 Communications in Statistics. Theory and Methods
1 Journal of Statistical Computation and Simulation
1 Mathematical Programming. Series A. Series B
1 Statistical Papers
1 Top
1 Statistica Sinica
1 International Transactions in Operational Research
1 Computational Geosciences
1 CEJOR. Central European Journal of Operations Research
1 Combustion Theory and Modelling
1 Foundations of Computational Mathematics
1 Journal of Applied Mathematics
1 Acta Numerica
1 Networks and Spatial Economics
1 Engineering Optimization
1 Pacific Journal of Optimization
1 The Annals of Applied Statistics
1 International Journal of Mathematical Modelling and Numerical Optimisation
1 Sankhyā. Series B
1 Methods in Molecular Biology
1 OJMO. Open Journal of Mathematical Optimization

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