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DAKOTA

swMATH ID: 5202
Software Authors: Sandia
Description: A Multilevel Parallel Object-Oriented Framework for Design Optimization,Parameter Estimation, Uncertainty Quantification, and Sensitivity Analysis, The Dakota (Design Analysis Kit for Optimization and Terascale Applications) toolkit provides a flexible and extensible interface between simulation codes and iterative analysis methods. Dakota contains algorithms for optimization with gradient and nongradient-based methods; uncertainty quantification with sampling, reliability, and stochastic expansion methods; parameter estimation with nonlinear least squares methods; and sensitivity/variance analysis with design of experiments and parameter study methods. These capabilities may be used on their own or as components within advanced strategies such as surrogate-based optimization, mixed integer nonlinear programming, or optimization under uncertainty. By employing object-oriented design to implement abstractions of the key components required for iterative systems analyses, the Dakota toolkit provides a flexible and extensible problem-solving environment for design and performance analysis of computational models on high performance computers.
Homepage: http://www.cs.sandia.gov/DAKOTA/
Keywords: optimization; The Constrained NLO Problem
Related Software: Python; UQLab; QUESO; Matlab; MultiMin; BOBYQA; EGO; BayesDA; SciPy; SNOBFIT; TOMLAB; NOMAD; Trilinos; deal.ii; PETSc; CMA-ES; BARON; HOPSPACK; UOBYQA; NEWUOA
Cited in: 82 Documents
Further Publications: http://dakota.sandia.gov/publications.html
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Cited by 268 Authors

4 Sahinidis, Nikolaos V.
3 Faghihi, Danial
3 Phipps, Eric T.
2 Anitescu, Mihai
2 Biegler, Lorenz T.
2 Constantine, Paul G.
2 Eldred, Michael S.
2 Filomeno Coelho, Rajan
2 Katsoulakis, Markos A.
2 Koumoutsakos, Petros D.
2 Liefvendahl, Mattias
2 Martins, Joaquim R. R. A.
2 Oden, John Tinsley
2 Ploskas, Nikolaos
2 Rezaeiravesh, Saleh
2 Sauk, Benjamin
2 Sun, WaiChing
2 Tan, Jingye
2 Villa, Umberto E.
1 Abouhussein, Ahmed
1 Adelmann, Andreas
1 Adriaenssens, Sigrid
1 Afonso, Silvana M. B.
1 Agarwal, Anshul
1 Al Alsheikh, Abdullatif
1 Alber, David M.
1 Albuquerque, T. M. M.
1 Almeida, Regina C.
1 Amela, Ramon
1 An, Lu
1 Ananthan, Shreyas
1 Angelikopoulos, Panagiotis
1 Arampatzis, Georgios
1 Aristoff, David
1 Audet, Charles
1 Badia, Rosa Maria
1 Bangerth, Wolfgang
1 Banks, Harvey Thomas
1 Bergmann, Michel
1 Berry, Robert D.
1 Birmpa, Panagiota
1 Bletzinger, Kai-Uwe
1 Bouillard, Philippe
1 Breitkopf, Piotr
1 Brodie, Andrew
1 Butler, Troy D.
1 Carpenter, J. H.
1 Carrington, Tucker jun.
1 Ceccio, Steven L.
1 Chang, Christopher H.
1 Cicci, Ludovica
1 Cyr, Eric C.
1 da Silva, Silvana Maria Bastos Afonso
1 Damm, Kyle A.
1 Darnell, Ross
1 de Angelis, Marco
1 De Donno, Remo
1 de Oliveira, Diego Felipe Barbosa
1 Debusschere, Bert J.
1 Degen, Denise
1 DeWitt, Matthew
1 Di Luigi, Massimigliano
1 Drake, R. R.
1 Driesner, Thomas
1 Du, Qiang
1 Eason, John P.
1 Economides, Athena E.
1 Edwards, H. Carter
1 Elman, Howard C.
1 Emery, John M.
1 Farrell-Maupin, Kathryn A.
1 Feng, Yusheng
1 Ferrero, Andrea
1 Ferson, Scott A.
1 Field, Richard V. jun.
1 Fleeter, Casey M.
1 Foiles, S. M.
1 Foulk, James W. III
1 Fresca, Stefania
1 Frey, Matthias
1 Fu, Li-Yun
1 Fuchs, Martin
1 Fuentes, David
1 Gadde, Manasa
1 Geiser, Armin
1 Geraci, Gianluca
1 Ghanem, Roger G.
1 Ghantasala, Aditya
1 Ghattas, Omar N.
1 Ghidoni, Antonio
1 Gibbons, Nicholas N.
1 Girardi, Maria
1 Gladish, Daniel W.
1 Gleich, David F.
1 Goitom, Simret Kidane
1 Gollan, Rowan J.
1 Graf, Peter A.
1 Gray, Nicholas
1 Grigoriu, Mircea Dan
1 Gruchalla, Kenny
...and 168 more Authors
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Cited in 43 Serials

10 Journal of Computational Physics
8 Computer Methods in Applied Mechanics and Engineering
4 Computational Geosciences
4 Optimization and Engineering
4 Structural and Multidisciplinary Optimization
3 Computer Physics Communications
3 International Journal for Uncertainty Quantification
2 Computers and Fluids
2 ACM Transactions on Mathematical Software
2 International Journal for Numerical Methods in Engineering
2 Computational Mechanics
2 Journal of Global Optimization
2 SIAM Journal on Scientific Computing
2 Optimization Methods & Software
2 SIAM/ASA Journal on Uncertainty Quantification
1 Acta Mechanica
1 Computers & Mathematics with Applications
1 International Journal of Multiphase Flow
1 Journal of Mathematical Biology
1 Bulletin of Mathematical Biology
1 Acta Cybernetica
1 Applied Mathematics and Computation
1 Journal of Computational and Applied Mathematics
1 Journal of Optimization Theory and Applications
1 Mathematics and Computers in Simulation
1 SIAM Journal on Numerical Analysis
1 International Journal of Approximate Reasoning
1 SIAM Journal on Matrix Analysis and Applications
1 Journal of Scientific Computing
1 International Journal of Computer Mathematics
1 SIAM Review
1 SIAM Journal on Optimization
1 Advances in Engineering Software
1 Monte Carlo Methods and Applications
1 Annals of Mathematics and Artificial Intelligence
1 European Journal of Mechanics. B. Fluids
1 International Journal of Applied Mathematics and Computer Science
1 Combustion Theory and Modelling
1 Archives of Computational Methods in Engineering
1 Optimization Letters
1 Communications in Computational Physics
1 Journal of Agricultural, Biological, and Environmental Statistics
1 SpringerBriefs in Mathematics

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