Pedrosa, Filipe C.; Nereu, João C.; do Val, João B. R. When control and state variations increase uncertainty: modeling and stochastic control in discrete time. (English) Zbl 07332342 Automatica 123, Article ID 109341, 9 p. (2021). MSC: 93 PDF BibTeX XML Cite \textit{F. C. Pedrosa} et al., Automatica 123, Article ID 109341, 9 p. (2021; Zbl 07332342) Full Text: DOI
Buchholz, Peter; Dohndorf, Iryna A multi-objective approach for PH-graphs with applications to stochastic shortest paths. (English) Zbl 07331450 Math. Methods Oper. Res. 93, No. 1, 153-178 (2021). MSC: 90C PDF BibTeX XML Cite \textit{P. Buchholz} and \textit{I. Dohndorf}, Math. Methods Oper. Res. 93, No. 1, 153--178 (2021; Zbl 07331450) Full Text: DOI
Weber, Thomas A. Minimum-error classes for matching parts. (English) Zbl 07331236 Oper. Res. Lett. 49, No. 1, 106-112 (2021). MSC: 90 PDF BibTeX XML Cite \textit{T. A. Weber}, Oper. Res. Lett. 49, No. 1, 106--112 (2021; Zbl 07331236) Full Text: DOI
Zocca, Alessandro; Zwart, Bert Optimization of stochastic lossy transport networks and applications to power grids. (English) Zbl 07328607 Stoch. Syst. 11, No. 1, 34-59 (2021). MSC: 90C15 90C47 93C41 PDF BibTeX XML Cite \textit{A. Zocca} and \textit{B. Zwart}, Stoch. Syst. 11, No. 1, 34--59 (2021; Zbl 07328607) Full Text: DOI
Gribonval, Rémi; Nikolova, Mila On Bayesian estimation and proximity operators. (English) Zbl 07328394 Appl. Comput. Harmon. Anal. 50, 49-72 (2021). MSC: 62F15 62H35 60H40 60G35 94A12 90C90 PDF BibTeX XML Cite \textit{R. Gribonval} and \textit{M. Nikolova}, Appl. Comput. Harmon. Anal. 50, 49--72 (2021; Zbl 07328394) Full Text: DOI
Stepanov, Eugene; Trevisan, Dario Towards geometric integration of rough differential forms. (English) Zbl 07328221 J. Geom. Anal. 31, No. 3, 2766-2828 (2021). MSC: 53C65 58A10 49Q15 60H05 PDF BibTeX XML Cite \textit{E. Stepanov} and \textit{D. Trevisan}, J. Geom. Anal. 31, No. 3, 2766--2828 (2021; Zbl 07328221) Full Text: DOI
Ren, Mifeng; Chen, Junghui; Shi, Peng; Yan, Gaowei; Cheng, Lan Statistical information based two-layer model predictive control with dynamic economy and control performance for non-Gaussian stochastic process. (English) Zbl 07323701 J. Franklin Inst. 358, No. 4, 2279-2300 (2021). MSC: 93B45 93E03 62P30 PDF BibTeX XML Cite \textit{M. Ren} et al., J. Franklin Inst. 358, No. 4, 2279--2300 (2021; Zbl 07323701) Full Text: DOI
Jovanović, Mihailo R. From bypass transition to flow control and data-driven turbulence modeling: an input-output viewpoint. (English) Zbl 07323350 Moin, Parviz (ed.) et al., Annual review of fluid mechanics. Vol. 53. Palo Alto, CA: Annual Reviews (ISBN 978-0-8243-0753-0/hbk). Annual Review of Fluid Mechanics 53, 311-345 (2021). MSC: 76F70 76F06 76-02 PDF BibTeX XML Cite \textit{M. R. Jovanović}, Annu. Rev. Fluid Mech. 53, 311--345 (2021; Zbl 07323350) Full Text: DOI
Sanjari, Sina; Yüksel, Serdar Optimal policies for convex symmetric stochastic dynamic teams and their mean-field limit. (English) Zbl 07319566 SIAM J. Control Optim. 59, No. 2, 777-804 (2021). MSC: 93E20 93A16 49J55 PDF BibTeX XML Cite \textit{S. Sanjari} and \textit{S. Yüksel}, SIAM J. Control Optim. 59, No. 2, 777--804 (2021; Zbl 07319566) Full Text: DOI
Ha, Seung-Yeal; Jin, Shi; Kim, Doheon Convergence and error estimates for time-discrete consensus-based optimization algorithms. (English) Zbl 07317380 Numer. Math. 147, No. 2, 255-282 (2021). MSC: 37H10 37N40 90C26 PDF BibTeX XML Cite \textit{S.-Y. Ha} et al., Numer. Math. 147, No. 2, 255--282 (2021; Zbl 07317380) Full Text: DOI
Sass, Jörn; Westphal, Dorothee; Wunderlich, Ralf Diffusion approximations for randomly arriving expert opinions in a financial market with Gaussian drift. (English) Zbl 07317342 J. Appl. Probab. 58, No. 1, 197-216 (2021). MSC: 91G15 91G10 93E11 93E20 60F25 PDF BibTeX XML Cite \textit{J. Sass} et al., J. Appl. Probab. 58, No. 1, 197--216 (2021; Zbl 07317342) Full Text: DOI
Frison, Lilli; Kirches, Christian Convergence analysis and adaptive order selection for the polynomial chaos approach to direct optimal control under uncertainties. (English) Zbl 07315932 SIAM J. Control Optim. 59, No. 1, 509-533 (2021). MSC: 49K45 49J15 65K10 PDF BibTeX XML Cite \textit{L. Frison} and \textit{C. Kirches}, SIAM J. Control Optim. 59, No. 1, 509--533 (2021; Zbl 07315932) Full Text: DOI
Garreis, Sebastian; Surowiec, Thomas M.; Ulbrich, Michael An interior-point approach for solving risk-averse PDE-constrained optimization problems with coherent risk measures. (English) Zbl 07305920 SIAM J. Optim. 31, No. 1, 1-29 (2021). MSC: 49J20 49J50 49J55 49K20 49K45 90C15 PDF BibTeX XML Cite \textit{S. Garreis} et al., SIAM J. Optim. 31, No. 1, 1--29 (2021; Zbl 07305920) Full Text: DOI
Nakao, Hideaki; Jiang, Ruiwei; Shen, Siqian Distributionally robust partially observable Markov decision process with moment-based ambiguity. (English) Zbl 07304313 SIAM J. Optim. 31, No. 1, 461-488 (2021). MSC: 90C40 90C17 93E20 PDF BibTeX XML Cite \textit{H. Nakao} et al., SIAM J. Optim. 31, No. 1, 461--488 (2021; Zbl 07304313) Full Text: DOI
Geiersbach, Caroline; Loayza-Romero, Estefania; Welker, Kathrin Stochastic approximation for optimization in shape spaces. (English) Zbl 07304308 SIAM J. Optim. 31, No. 1, 348-376 (2021). Reviewer: Antoine Henrot (Vandœuvre-lès-Nancy) MSC: 49Q10 35R60 60H15 60H30 60H35 35R15 PDF BibTeX XML Cite \textit{C. Geiersbach} et al., SIAM J. Optim. 31, No. 1, 348--376 (2021; Zbl 07304308) Full Text: DOI
Zhigljavsky, Anatoly; Žilinskas, Antanas Bayesian and high-dimensional global optimization. (English) Zbl 07301652 SpringerBriefs in Optimization. Cham: Springer (ISBN 978-3-030-64711-7/pbk; 978-3-030-64712-4/ebook). viii, 118 p. (2021). MSC: 90C26 90-01 90C15 PDF BibTeX XML Cite \textit{A. Zhigljavsky} and \textit{A. Žilinskas}, Bayesian and high-dimensional global optimization. Cham: Springer (2021; Zbl 07301652) Full Text: DOI
Zhang, Sainan; Guo, Shaoyan; Zhang, Liwei; Zhang, Hongwei On distributionally robust optimization problems with \(k\)-th order stochastic dominance constraints induced by full random quadratic recourse. (English) Zbl 07267879 J. Math. Anal. Appl. 493, No. 2, Article ID 124564, 24 p. (2021). MSC: 90C17 90C31 PDF BibTeX XML Cite \textit{S. Zhang} et al., J. Math. Anal. Appl. 493, No. 2, Article ID 124564, 24 p. (2021; Zbl 07267879) Full Text: DOI
Shirzadi, Mohammad; Dehghan, Mehdi Generalized regularized least-squares approximation of noisy data with application to stochastic PDEs. (English) Zbl 1452.65375 Appl. Math. Lett. 111, Article ID 106598, 8 p. (2021). MSC: 65N35 65M06 65K10 60H40 35J99 PDF BibTeX XML Cite \textit{M. Shirzadi} and \textit{M. Dehghan}, Appl. Math. Lett. 111, Article ID 106598, 8 p. (2021; Zbl 1452.65375) Full Text: DOI
Furmans, Kai Material handling and production systems modelling – based on queuing models (to appear). (English) Zbl 1269.90003 Berlin: Springer (ISBN 978-3-540-31774-6/hbk; 978-3-540-31777-7/ebook). 150 p. (2021). MSC: 90-02 37N40 90B22 90B30 90B05 90B15 PDF BibTeX XML Cite \textit{K. Furmans}, Material handling and production systems modelling -- based on queuing models (to appear). Berlin: Springer (2021; Zbl 1269.90003)
Kiatsupaibul, Seksan; Smith, Robert L.; Zabinsky, Zelda B. Single observation adaptive search for discrete and continuous stochastic optimization. (English) Zbl 07331185 Oper. Res. Lett. 48, No. 5, 666-673 (2020). MSC: 90 PDF BibTeX XML Cite \textit{S. Kiatsupaibul} et al., Oper. Res. Lett. 48, No. 5, 666--673 (2020; Zbl 07331185) Full Text: DOI
Anderson, Edward; Nguyen, Harrison When can we improve on sample average approximation for stochastic optimization? (English) Zbl 07331167 Oper. Res. Lett. 48, No. 5, 566-572 (2020). MSC: 90 PDF BibTeX XML Cite \textit{E. Anderson} and \textit{H. Nguyen}, Oper. Res. Lett. 48, No. 5, 566--572 (2020; Zbl 07331167) Full Text: DOI
Liao, Sha Coping with the renewable portfolio standards: a utility’s perspective. (English) Zbl 07331138 Oper. Res. Lett. 48, No. 4, 393-396 (2020). MSC: 90 PDF BibTeX XML Cite \textit{S. Liao}, Oper. Res. Lett. 48, No. 4, 393--396 (2020; Zbl 07331138) Full Text: DOI
Loizou, Nicolas; Richtárik, Peter Convergence analysis of inexact randomized iterative methods. (English) Zbl 07328658 SIAM J. Sci. Comput. 42, No. 6, A3979-A4016 (2020). MSC: 68Q25 68W20 68W40 65Y20 90C15 90C20 90C25 15A06 15B52 65F10 PDF BibTeX XML Cite \textit{N. Loizou} and \textit{P. Richtárik}, SIAM J. Sci. Comput. 42, No. 6, A3979--A4016 (2020; Zbl 07328658) Full Text: DOI
Ly, Sidy; Seck, Diaraf Stochastic optimization in population dynamics: the case of multi-site fisheries. (English) Zbl 07326559 Seck, Diaraf (ed.) et al., Nonlinear analysis, geometry and applications. Proceedings of the first biennial international research symposium, NLAGA-BIRS, Dakar, Senegal, June 24–28, 2019. Cham: Birkhäuser (ISBN 978-3-030-57335-5/hbk; 978-3-030-57336-2/ebook). Trends in Mathematics, 119-145 (2020). Reviewer: Fatima T. Adylova (Tashkent) MSC: 92D25 93E20 90C39 60H10 PDF BibTeX XML Cite \textit{S. Ly} and \textit{D. Seck}, in: Nonlinear analysis, geometry and applications. Proceedings of the first biennial international research symposium, NLAGA-BIRS, Dakar, Senegal, June 24--28, 2019. Cham: Birkhäuser. 119--145 (2020; Zbl 07326559) Full Text: DOI
Wang, Xiushuang; Zhu, Jing; Jin, Shunfu; Yue, Wuyi; Takahashi, Yutaka Performance evaluation and social optimization of an energy-saving virtual machine allocation scheme within a cloud environment. (English) Zbl 07323792 J. Oper. Res. Soc. China 8, No. 4, 561-580 (2020). MSC: 68M20 60K20 60K25 91A15 PDF BibTeX XML Cite \textit{X. Wang} et al., J. Oper. Res. Soc. China 8, No. 4, 561--580 (2020; Zbl 07323792) Full Text: DOI
Aybat, Necdet Serhat; Fallah, Alireza; Gürbüzbalaban, Mert; Ozdaglar, Asuman Robust accelerated gradient methods for smooth strongly convex functions. (English) Zbl 07319904 SIAM J. Optim. 30, No. 1, 717-751 (2020). MSC: 62L20 90C15 90C25 90C30 93C05 93C10 PDF BibTeX XML Cite \textit{N. S. Aybat} et al., SIAM J. Optim. 30, No. 1, 717--751 (2020; Zbl 07319904) Full Text: DOI
Zhou, Zhengyuan; Mertikopoulos, Panayotis; Bambos, Nicholas; Boyd, Stephen P.; Glynn, Peter W. On the convergence of mirror descent beyond stochastic convex programming. (English) Zbl 07319903 SIAM J. Optim. 30, No. 1, 687-716 (2020). MSC: 90C15 90C26 90C25 90C05 PDF BibTeX XML Cite \textit{Z. Zhou} et al., SIAM J. Optim. 30, No. 1, 687--716 (2020; Zbl 07319903) Full Text: DOI
Gentil, Ivan; Léonard, Christian; Ripani, Luigia Dynamical aspects of the generalized Schrödinger problem via Otto calculus – a heuristic point of view. (English) Zbl 07318477 Rev. Mat. Iberoam. 36, No. 4, 1071-1112 (2020). MSC: 37A50 49-XX PDF BibTeX XML Cite \textit{I. Gentil} et al., Rev. Mat. Iberoam. 36, No. 4, 1071--1112 (2020; Zbl 07318477) Full Text: DOI
Ferreiro-Ferreiro, Ana María; García-Rodríguez, José A.; Souto, Luis; Vázquez, Carlos A new calibration of the Heston stochastic local volatility model and its parallel implementation on GPUs. (English) Zbl 07318111 Math. Comput. Simul. 177, 467-486 (2020). MSC: 62P 91G 42A 65T 60E PDF BibTeX XML Cite \textit{A. M. Ferreiro-Ferreiro} et al., Math. Comput. Simul. 177, 467--486 (2020; Zbl 07318111) Full Text: DOI
Titov, Alexander A.; Stonyakin, Fedor S.; Alkousa, Mohammad S.; Ablaev, Seydamet S.; Gasnikov, Alexander V. Analogues of switching subgradient schemes for relatively Lipschitz-continuous convex programming problems. (English) Zbl 07315678 Kochetov, Yury (ed.) et al., Mathematical optimization theory and operations research. 19th international conference, MOTOR 2020, Novosibirsk, Russia, July 6–10, 2020. Revised selected papers. Cham: Springer (ISBN 978-3-030-58656-0/pbk; 978-3-030-58657-7/ebook). Communications in Computer and Information Science 1275, 133-149 (2020). MSC: 90C25 PDF BibTeX XML Cite \textit{A. A. Titov} et al., Commun. Comput. Inf. Sci. 1275, 133--149 (2020; Zbl 07315678) Full Text: DOI
Beznosikov, Aleksandr; Sadiev, Abdurakhmon; Gasnikov, Alexander Gradient-free methods with inexact oracle for convex-concave stochastic saddle-point problem. (English) Zbl 07315676 Kochetov, Yury (ed.) et al., Mathematical optimization theory and operations research. 19th international conference, MOTOR 2020, Novosibirsk, Russia, July 6–10, 2020. Revised selected papers. Cham: Springer (ISBN 978-3-030-58656-0/pbk; 978-3-030-58657-7/ebook). Communications in Computer and Information Science 1275, 105-119 (2020). MSC: 90C15 90C33 PDF BibTeX XML Cite \textit{A. Beznosikov} et al., Commun. Comput. Inf. Sci. 1275, 105--119 (2020; Zbl 07315676) Full Text: DOI
Jacobovic, Royi; Kella, Offer Minimizing a stochastic convex function subject to stochastic constraints and some applications. (English) Zbl 07312355 Stochastic Processes Appl. 130, No. 11, 7004-7018 (2020). MSC: 90C15 60G99 PDF BibTeX XML Cite \textit{R. Jacobovic} and \textit{O. Kella}, Stochastic Processes Appl. 130, No. 11, 7004--7018 (2020; Zbl 07312355) Full Text: DOI
Ignatov, A. N. On the construction of positional control in a multistep portfolio optimization problem with probabilistic criterion. (English. Russian original) Zbl 07312190 Autom. Remote Control 81, No. 12, 2181-2193 (2020); translation from Avtom. Telemekh. 2020, No. 12, 50-66 (2020). MSC: 91G10 93E20 PDF BibTeX XML Cite \textit{A. N. Ignatov}, Autom. Remote Control 81, No. 12, 2181--2193 (2020; Zbl 07312190); translation from Avtom. Telemekh. 2020, No. 12, 50--66 (2020) Full Text: DOI
Panteleev, A. V.; Lobanov, A. V. Mini-batch adaptive random search method for the parametric identification of dynamic systems. (English. Russian original) Zbl 07312181 Autom. Remote Control 81, No. 11, 2026-2045 (2020); translation from Avtom. Telemekh. 2020, No. 11, 112-135 (2020). MSC: 93E12 93C10 PDF BibTeX XML Cite \textit{A. V. Panteleev} and \textit{A. V. Lobanov}, Autom. Remote Control 81, No. 11, 2026--2045 (2020; Zbl 07312181); translation from Avtom. Telemekh. 2020, No. 11, 112--135 (2020) Full Text: DOI
Miller, B. M.; Kolosov, K. S. Robust estimation based on the least absolute deviations method and the Kalman filter. (English. Russian original) Zbl 07312179 Autom. Remote Control 81, No. 11, 1994-2010 (2020); translation from Avtom. Telemekh. 2020, No. 11, 72-92 (2020). MSC: 93E11 93C05 PDF BibTeX XML Cite \textit{B. M. Miller} and \textit{K. S. Kolosov}, Autom. Remote Control 81, No. 11, 1994--2010 (2020; Zbl 07312179); translation from Avtom. Telemekh. 2020, No. 11, 72--92 (2020) Full Text: DOI
Liu, Yan; Wang, Xiao; Guo, Tiande A linearly convergent stochastic recursive gradient method for convex optimization. (English) Zbl 07311816 Optim. Lett. 14, No. 8, 2265-2283 (2020). MSC: 90C15 PDF BibTeX XML Cite \textit{Y. Liu} et al., Optim. Lett. 14, No. 8, 2265--2283 (2020; Zbl 07311816) Full Text: DOI
Ghate, Archis Robust continuous linear programs. (English) Zbl 07311779 Optim. Lett. 14, No. 7, 1627-1642 (2020). Reviewer: Armin Hoffmann (Ilmenau) MSC: 90C34 90C17 90C05 90C15 90C48 49J27 PDF BibTeX XML Cite \textit{A. Ghate}, Optim. Lett. 14, No. 7, 1627--1642 (2020; Zbl 07311779) Full Text: DOI
Ruszczyński, Andrzej Convergence of a stochastic subgradient method with averaging for nonsmooth nonconvex constrained optimization. (English) Zbl 07311778 Optim. Lett. 14, No. 7, 1615-1625 (2020). MSC: 90C26 PDF BibTeX XML Cite \textit{A. Ruszczyński}, Optim. Lett. 14, No. 7, 1615--1625 (2020; Zbl 07311778) Full Text: DOI
Zhang, Min; Hou, Liangshao; Sun, Jie; Yan, Ailing A model of multistage risk-averse stochastic optimization and its solution by scenario-based decomposition algorithms. (English) Zbl 07309368 Asia-Pac. J. Oper. Res. 37, No. 4, Article ID 2040004, 21 p. (2020). MSC: 90C15 PDF BibTeX XML Cite \textit{M. Zhang} et al., Asia-Pac. J. Oper. Res. 37, No. 4, Article ID 2040004, 21 p. (2020; Zbl 07309368) Full Text: DOI
Bhasha, A. Valli; Reddy, B. D. Venkatramana Contribution of enhanced DWT and non-negative structured sparse representation for image super resolution: a performance analysis. (English) Zbl 07308336 Int. J. Wavelets Multiresolut. Inf. Process. 18, No. 6, Article ID 2050049, 30 p. (2020). MSC: 62H35 62M45 62M15 PDF BibTeX XML Cite \textit{A. V. Bhasha} and \textit{B. D. V. Reddy}, Int. J. Wavelets Multiresolut. Inf. Process. 18, No. 6, Article ID 2050049, 30 p. (2020; Zbl 07308336) Full Text: DOI
Nagurney, Anna; Salarpour, Mojtaba; Dong, June; Nagurney, Ladimer S. A stochastic disaster relief game theory network model. (English) Zbl 07307543 SN Oper. Res. Forum 1, No. 2, Paper No. 10, 34 p. (2020). MSC: 90B50 91A80 91A10 90C15 90C33 PDF BibTeX XML Cite \textit{A. Nagurney} et al., SN Oper. Res. Forum 1, No. 2, Paper No. 10, 34 p. (2020; Zbl 07307543) Full Text: DOI
Andersen, Anders Reenberg; Stidsen, Thomas Jacob Riis; Reinhardt, Line Blander Simulation-based rolling horizon scheduling for operating theatres. (English) Zbl 07307542 SN Oper. Res. Forum 1, No. 2, Paper No. 9, 27 p. (2020). MSC: 90B36 90C40 90C59 PDF BibTeX XML Cite \textit{A. R. Andersen} et al., SN Oper. Res. Forum 1, No. 2, Paper No. 9, 27 p. (2020; Zbl 07307542) Full Text: DOI
Stich, Sebastian U.; Karimireddy, Sai Praneeth The error-feedback framework: SGD with delayed gradients. (English) Zbl 07307490 J. Mach. Learn. Res. 21, Paper No. 237, 36 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{S. U. Stich} and \textit{S. P. Karimireddy}, J. Mach. Learn. Res. 21, Paper No. 237, 36 p. (2020; Zbl 07307490) Full Text: Link
Gu, Bin; Xian, Wenhan; Huo, Zhouyuan; Deng, Cheng; Huang, Heng A unified \(q\)-memorization framework for asynchronous stochastic optimization. (English) Zbl 07307474 J. Mach. Learn. Res. 21, Paper No. 190, 53 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{B. Gu} et al., J. Mach. Learn. Res. 21, Paper No. 190, 53 p. (2020; Zbl 07307474) Full Text: Link
Ait Rami, Mustapha Static output-feedback stabilization of Markovian jump systems with uncertain probability rates. (English) Zbl 07307069 Ann. Acad. Rom. Sci., Math. Appl. 12, No. 1-2, 564-580 (2020). MSC: 93E03 93E15 35Q93 90C26 34H15 93D15 PDF BibTeX XML Cite \textit{M. Ait Rami}, Ann. Acad. Rom. Sci., Math. Appl. 12, No. 1--2, 564--580 (2020; Zbl 07307069) Full Text: Link
Ward, Rachel; Wu, Xiaoxia; Bottou, Leon AdaGrad stepsizes: sharp convergence over nonconvex landscapes. (English) Zbl 07306906 J. Mach. Learn. Res. 21, Paper No. 219, 30 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{R. Ward} et al., J. Mach. Learn. Res. 21, Paper No. 219, 30 p. (2020; Zbl 07306906) Full Text: Link
Wang, Yazhen; Wu, Shang Asymptotic analysis via stochastic differential equations of gradient descent algorithms in statistical and computational paradigms. (English) Zbl 07306890 J. Mach. Learn. Res. 21, Paper No. 199, 103 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{Y. Wang} and \textit{S. Wu}, J. Mach. Learn. Res. 21, Paper No. 199, 103 p. (2020; Zbl 07306890) Full Text: Link
Kulunchakov, Andrei; Mairal, Julien Estimate sequences for stochastic composite optimization: variance reduction, acceleration, and robustness to noise. (English) Zbl 07306860 J. Mach. Learn. Res. 21, Paper No. 155, 52 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{A. Kulunchakov} and \textit{J. Mairal}, J. Mach. Learn. Res. 21, Paper No. 155, 52 p. (2020; Zbl 07306860) Full Text: Link
Shang, Ke; Chan, Felix T. S.; Karungaru, Stephen; Terada, Kenji; Feng, Zuren; Ke, Liangjun Two-stage robust optimization for the orienteering problem with stochastic weights. (English) Zbl 1454.90079 Complexity 2020, Article ID 5649821, 15 p. (2020). MSC: 90C27 90B06 90C15 PDF BibTeX XML Cite \textit{K. Shang} et al., Complexity 2020, Article ID 5649821, 15 p. (2020; Zbl 1454.90079) Full Text: DOI
Homsi, Gabriel; Gendron, Bernard; Jena, Sanjay Dominik Dynamic and stochastic rematching for ridesharing systems: formulations and reductions. (English) Zbl 07306393 Baïou, Mourad (ed.) et al., Combinatorial optimization. 6th international symposium, ISCO 2020, Montreal, QC, Canada, May 4–6, 2020. Revised selected papers. Cham: Springer (ISBN 978-3-030-53261-1/pbk; 978-3-030-53262-8/ebook). Lecture Notes in Computer Science 12176, 193-201 (2020). MSC: 90C27 90C15 PDF BibTeX XML Cite \textit{G. Homsi} et al., Lect. Notes Comput. Sci. 12176, 193--201 (2020; Zbl 07306393) Full Text: DOI
Hassani, Hamed; Karbasi, Amin; Mokhtari, Aryan; Shen, Zebang Stochastic conditional gradient++: (Non)convex minimization and continuous submodular maximization. (English) Zbl 07305916 SIAM J. Optim. 30, No. 4, 3315-3344 (2020). MSC: 49M05 49M15 49M37 90C06 90C30 PDF BibTeX XML Cite \textit{H. Hassani} et al., SIAM J. Optim. 30, No. 4, 3315--3344 (2020; Zbl 07305916) Full Text: DOI
De, Subhayan; Maute, Kurt; Doostan, Alireza Bi-fidelity stochastic gradient descent for structural optimization under uncertainty. (English) Zbl 07304559 Comput. Mech. 66, No. 4, 745-771 (2020). MSC: 74 PDF BibTeX XML Cite \textit{S. De} et al., Comput. Mech. 66, No. 4, 745--771 (2020; Zbl 07304559) Full Text: DOI
Hübner, Jens; Schmidt, Martin; Steinbach, Marc C. Optimization techniques for tree-structured nonlinear problems. (English) Zbl 07304217 Comput. Manag. Sci. 17, No. 3, 409-436 (2020). MSC: 90B 90-08 90C06 90C15 90C30 90C51 PDF BibTeX XML Cite \textit{J. Hübner} et al., Comput. Manag. Sci. 17, No. 3, 409--436 (2020; Zbl 07304217) Full Text: DOI
van Ackooij, Wim; Escobar, Debora Daniela; Glanzer, Martin; Pflug, Georg Ch. Distributionally robust optimization with multiple time scales: valuation of a thermal power plant. (English) Zbl 07304214 Comput. Manag. Sci. 17, No. 3, 357-385 (2020); correction ibid. 17, 387 (2020). MSC: 90B PDF BibTeX XML Cite \textit{W. van Ackooij} et al., Comput. Manag. Sci. 17, No. 3, 357--385 (2020; Zbl 07304214) Full Text: DOI
Singh, Bismark; Knueven, Bernard; Watson, Jean-Paul Modeling flexible generator operating regions via chance-constrained stochastic unit commitment. (English) Zbl 07304212 Comput. Manag. Sci. 17, No. 2, 309-326 (2020). MSC: 90B PDF BibTeX XML Cite \textit{B. Singh} et al., Comput. Manag. Sci. 17, No. 2, 309--326 (2020; Zbl 07304212) Full Text: DOI
Prochazka, Vit; Wallace, Stein W. Scenario tree construction driven by heuristic solutions of the optimization problem. (English) Zbl 07304211 Comput. Manag. Sci. 17, No. 2, 277-307 (2020). MSC: 90B PDF BibTeX XML Cite \textit{V. Prochazka} and \textit{S. W. Wallace}, Comput. Manag. Sci. 17, No. 2, 277--307 (2020; Zbl 07304211) Full Text: DOI
Horejšová, Markéta; Vitali, Sebastiano; Kopa, Miloš; Moriggia, Vittorio Evaluation of scenario reduction algorithms with nested distance. (English) Zbl 07304210 Comput. Manag. Sci. 17, No. 2, 241-275 (2020). MSC: 90B 90C15 60B05 62P05 PDF BibTeX XML Cite \textit{M. Horejšová} et al., Comput. Manag. Sci. 17, No. 2, 241--275 (2020; Zbl 07304210) Full Text: DOI
Aseev, Sergey M.; Katsumoto, Masakazu On optimal leader’s investments strategy in a cyclic model of innovation race with random inventions times. (English) Zbl 07303776 Games 11, No. 4, Paper No. 52, 21 p. (2020). MSC: 91B38 91B32 91B70 PDF BibTeX XML Cite \textit{S. M. Aseev} and \textit{M. Katsumoto}, Games 11, No. 4, Paper No. 52, 21 p. (2020; Zbl 07303776) Full Text: DOI
Chang, Yuqing; Lorentzen, Rolf J.; Nævdal, Geir; Feng, Tao OLYMPUS optimization under geological uncertainty. (English) Zbl 1453.86032 Comput. Geosci. 24, No. 6, 2027-2042 (2020). MSC: 86A20 86-08 86A32 PDF BibTeX XML Cite \textit{Y. Chang} et al., Comput. Geosci. 24, No. 6, 2027--2042 (2020; Zbl 1453.86032) Full Text: DOI
Archibald, Richard; Bao, Feng; Yong, Jiongmin; Zhou, Tao An efficient numerical algorithm for solving data driven feedback control problems. (English) Zbl 07299276 J. Sci. Comput. 85, No. 2, Paper No. 51, 26 p. (2020). MSC: 93E20 93B52 60G35 65K10 PDF BibTeX XML Cite \textit{R. Archibald} et al., J. Sci. Comput. 85, No. 2, Paper No. 51, 26 p. (2020; Zbl 07299276) Full Text: DOI
Ma, Jingtang; Ma, Jianjun Finite difference methods for the Hamilton-Jacobi-Bellman equations arising in regime switching utility maximization. (English) Zbl 07299084 J. Sci. Comput. 85, No. 3, Paper No. 55, 27 p. (2020). MSC: 65C20 65C40 65M06 91G20 91G60 PDF BibTeX XML Cite \textit{J. Ma} and \textit{J. Ma}, J. Sci. Comput. 85, No. 3, Paper No. 55, 27 p. (2020; Zbl 07299084) Full Text: DOI
Behnezhad, Soheil; Derakhshan, Mahsa; Hajiaghayi, MohammadTaghi Stochastic matching with few queries: \((1- \epsilon )\) approximation. (English) Zbl 07298314 Makarychev, Konstantin (ed.) et al., Proceedings of the 52nd annual ACM SIGACT symposium on theory of computing, STOC ’20, Chicago, IL, USA, June 22–26, 2020. New York, NY: Association for Computing Machinery (ACM) (ISBN 978-1-4503-6979-4). 1111-1124 (2020). MSC: 68Qxx PDF BibTeX XML Cite \textit{S. Behnezhad} et al., in: Proceedings of the 52nd annual ACM SIGACT symposium on theory of computing, STOC '20, Chicago, IL, USA, June 22--26, 2020. New York, NY: Association for Computing Machinery (ACM). 1111--1124 (2020; Zbl 07298314) Full Text: DOI
Feldman, Vitaly; Koren, Tomer; Talwar, Kunal Private stochastic convex optimization: optimal rates in linear time. (English) Zbl 07298260 Makarychev, Konstantin (ed.) et al., Proceedings of the 52nd annual ACM SIGACT symposium on theory of computing, STOC ’20, Chicago, IL, USA, June 22–26, 2020. New York, NY: Association for Computing Machinery (ACM) (ISBN 978-1-4503-6979-4). 439-449 (2020). MSC: 68Qxx PDF BibTeX XML Cite \textit{V. Feldman} et al., in: Proceedings of the 52nd annual ACM SIGACT symposium on theory of computing, STOC '20, Chicago, IL, USA, June 22--26, 2020. New York, NY: Association for Computing Machinery (ACM). 439--449 (2020; Zbl 07298260) Full Text: DOI
Lei, Jinlong; Shanbhag, Uday V. Asynchronous schemes for stochastic and misspecified potential games and nonconvex optimization. (English) Zbl 07298148 Oper. Res. 68, No. 6, 1742-1766 (2020). MSC: 91A15 91A14 90C26 PDF BibTeX XML Cite \textit{J. Lei} and \textit{U. V. Shanbhag}, Oper. Res. 68, No. 6, 1742--1766 (2020; Zbl 07298148) Full Text: DOI
Gupta, Varun; Radovanović, Ana Interior-point-based online stochastic bin packing. (English) Zbl 07298130 Oper. Res. 68, No. 5, 1474-1492 (2020). MSC: 90C27 90C15 90C51 PDF BibTeX XML Cite \textit{V. Gupta} and \textit{A. Radovanović}, Oper. Res. 68, No. 5, 1474--1492 (2020; Zbl 07298130) Full Text: DOI
Boutilier, Justin J.; Chan, Timothy C. Y. Ambulance emergency response optimization in developing countries. (English) Zbl 1455.90019 Oper. Res. 68, No. 5, 1315-1334 (2020). MSC: 90B06 90B80 62M20 90C17 PDF BibTeX XML Cite \textit{J. J. Boutilier} and \textit{T. C. Y. Chan}, Oper. Res. 68, No. 5, 1315--1334 (2020; Zbl 1455.90019) Full Text: DOI
Diaz, Mauricio; Kwon, Roy H. Optimization of covered calls under uncertainty. (English) Zbl 07297606 Optim. Eng. 21, No. 4, 1635-1663 (2020). MSC: 62P05 62M10 90C15 PDF BibTeX XML Cite \textit{M. Diaz} and \textit{R. H. Kwon}, Optim. Eng. 21, No. 4, 1635--1663 (2020; Zbl 07297606) Full Text: DOI
Guigues, Vincent; Lejeune, Migual A.; Tekaya, Wajdi Regularized stochastic dual dynamic programming for convex nonlinear optimization problems. (English) Zbl 1452.90227 Optim. Eng. 21, No. 3, 1133-1165 (2020). MSC: 90C15 90C90 PDF BibTeX XML Cite \textit{V. Guigues} et al., Optim. Eng. 21, No. 3, 1133--1165 (2020; Zbl 1452.90227) Full Text: DOI
Lai, Tze L.; Liao, Shih-Wei; Wong, Samuel P. S.; Xu, Huanzhong Statistical models and stochastic optimization in financial technology and investment science. (English) Zbl 1455.91248 Ann. Math. Sci. Appl. 5, No. 2, 317-345 (2020). MSC: 91G15 91G10 62P05 93E20 91-02 PDF BibTeX XML Cite \textit{T. L. Lai} et al., Ann. Math. Sci. Appl. 5, No. 2, 317--345 (2020; Zbl 1455.91248) Full Text: DOI
Yuan, Ruiping; Wang, Huiling; Li, Juntao; Liu, Kai The slotting optimization model and algorithm in robotic mobile fulfillment systems. (Chinese. English summary) Zbl 07295845 J. Syst. Sci. Math. Sci. 40, No. 6, 1050-1060 (2020). MSC: 90B06 90B36 90C59 68T40 PDF BibTeX XML Cite \textit{R. Yuan} et al., J. Syst. Sci. Math. Sci. 40, No. 6, 1050--1060 (2020; Zbl 07295845)
Li, Ping; Ni, Zhiwei; Zhu, Xuhui; Song, Juan Air pollutant concentration forecast model of SVR based on improved glowworm swarm optimization algorithm. (Chinese. English summary) Zbl 07295843 J. Syst. Sci. Math. Sci. 40, No. 6, 1020-1036 (2020). MSC: 62M20 62M10 68T05 68T20 62P12 PDF BibTeX XML Cite \textit{P. Li} et al., J. Syst. Sci. Math. Sci. 40, No. 6, 1020--1036 (2020; Zbl 07295843)
Jia, Chengfeng; Han, Hua; Lv, Ya’nan; Zhang, Lu Link prediction algorithm based on Word2vec and particle swarm. (Chinese. English summary) Zbl 07294834 Acta Autom. Sin. 46, No. 8, 1703-1713 (2020). MSC: 62M20 68T10 68T20 05C82 PDF BibTeX XML Cite \textit{C. Jia} et al., Acta Autom. Sin. 46, No. 8, 1703--1713 (2020; Zbl 07294834) Full Text: DOI
Lin, Zhou-Chen How can machine learning and optimization help each other better? (English) Zbl 07292559 J. Oper. Res. Soc. China 8, No. 2, 341-351 (2020). MSC: 49M37 65K05 65K10 90C06 90C15 90C26 90C30 90C35 90C90 PDF BibTeX XML Cite \textit{Z.-C. Lin}, J. Oper. Res. Soc. China 8, No. 2, 341--351 (2020; Zbl 07292559) Full Text: DOI
De Bortoli, Valentin; Durmus, Alain; Pereyra, Marcelo; Vidal, Ana Fernandez Maximum likelihood estimation of regularization parameters in high-dimensional inverse problems: an empirical Bayesian approach. II: Theoretical analysis. (English) Zbl 07292247 SIAM J. Imaging Sci. 13, No. 4, 1990-2028 (2020). MSC: 65J22 68U10 62F15 65C40 65C60 62C12 65J20 PDF BibTeX XML Cite \textit{V. De Bortoli} et al., SIAM J. Imaging Sci. 13, No. 4, 1990--2028 (2020; Zbl 07292247) Full Text: DOI
Vidal, Ana Fernandez; De Bortoli, Valentin; Pereyra, Marcelo; Durmus, Alain Maximum likelihood estimation of regularization parameters in high-dimensional inverse problems: an empirical Bayesian approach. I: Methodology and experiments. (English) Zbl 07292246 SIAM J. Imaging Sci. 13, No. 4, 1945-1989 (2020). MSC: 65J22 68U10 62F15 65C40 65C60 62C12 65J20 PDF BibTeX XML Cite \textit{A. F. Vidal} et al., SIAM J. Imaging Sci. 13, No. 4, 1945--1989 (2020; Zbl 07292246) Full Text: DOI
Keutchayan, Julien; Munger, David; Gendreau, Michel On the scenario-tree optimal-value error for stochastic programming problems. (English) Zbl 07291328 Math. Oper. Res. 45, No. 4, 1572-1595 (2020). MSC: 90C15 90C06 PDF BibTeX XML Cite \textit{J. Keutchayan} et al., Math. Oper. Res. 45, No. 4, 1572--1595 (2020; Zbl 07291328) Full Text: DOI
Yaji, Vinayaka G.; Bhatnagar, Shalabh Stochastic recursive inclusions in two timescales with nonadditive iterate-dependent Markov noise. (English) Zbl 07291322 Math. Oper. Res. 45, No. 4, 1405-1444 (2020). MSC: 62L20 90C15 49J40 60K37 65K15 PDF BibTeX XML Cite \textit{V. G. Yaji} and \textit{S. Bhatnagar}, Math. Oper. Res. 45, No. 4, 1405--1444 (2020; Zbl 07291322) Full Text: DOI
Atamtürk, Alper; Deck, Carlos; Jeon, Hyemin Successive quadratic upper-bounding for discrete mean-risk minimization and network interdiction. (English) Zbl 07290850 INFORMS J. Comput. 32, No. 2, 346-355 (2020). MSC: 90C25 90B15 PDF BibTeX XML Cite \textit{A. Atamtürk} et al., INFORMS J. Comput. 32, No. 2, 346--355 (2020; Zbl 07290850) Full Text: DOI
Nemati, Sepehr; Icten, Zeynep G.; Maillart, Lisa M.; Schaefer, Andrew J. Mitigating information asymmetry in liver allocation. (English) Zbl 1451.90091 INFORMS J. Comput. 32, No. 2, 234-248 (2020). MSC: 90B80 90C15 90C29 PDF BibTeX XML Cite \textit{S. Nemati} et al., INFORMS J. Comput. 32, No. 2, 234--248 (2020; Zbl 1451.90091) Full Text: DOI
Guastaroba, Gianfranco; Mansini, Renata; Ogryczak, Wlodzimierz; Speranza, M. Grazia Enhanced index tracking with CVaR-based ratio measures. (English) Zbl 1455.91236 Ann. Oper. Res. 292, No. 2, 883-931 (2020). MSC: 91G10 91G70 60E15 90C05 90C29 PDF BibTeX XML Cite \textit{G. Guastaroba} et al., Ann. Oper. Res. 292, No. 2, 883--931 (2020; Zbl 1455.91236) Full Text: DOI
Laksman, Efraim; Strömberg, Ann-Brith; Patriksson, Michael The stochastic opportunistic replacement problem. III: Improved bounding procedures. (English) Zbl 1451.90102 Ann. Oper. Res. 292, No. 2, 711-733 (2020). MSC: 90C11 90C15 90B25 PDF BibTeX XML Cite \textit{E. Laksman} et al., Ann. Oper. Res. 292, No. 2, 711--733 (2020; Zbl 1451.90102) Full Text: DOI
Adam, Lukáš; Branda, Martin; Heitsch, Holger; Henrion, René Solving joint chance constrained problems using regularization and Benders’ decomposition. (English) Zbl 1451.90103 Ann. Oper. Res. 292, No. 2, 683-709 (2020). MSC: 90C15 90C26 49M05 PDF BibTeX XML Cite \textit{L. Adam} et al., Ann. Oper. Res. 292, No. 2, 683--709 (2020; Zbl 1451.90103) Full Text: DOI
Pantuso, Giovanni; Boomsma, Trine K. On the number of stages in multistage stochastic programs. (English) Zbl 07290751 Ann. Oper. Res. 292, No. 2, 581-603 (2020). MSC: 90C15 PDF BibTeX XML Cite \textit{G. Pantuso} and \textit{T. K. Boomsma}, Ann. Oper. Res. 292, No. 2, 581--603 (2020; Zbl 07290751) Full Text: DOI
Wang, Site; Gangammanavar, Harsha; Ekşioğlu, Sandra; Mason, Scott J. Statistical estimation of operating reserve requirements using rolling horizon stochastic optimization. (English) Zbl 07290744 Ann. Oper. Res. 292, No. 1, 371-397 (2020). MSC: 90C15 90C90 PDF BibTeX XML Cite \textit{S. Wang} et al., Ann. Oper. Res. 292, No. 1, 371--397 (2020; Zbl 07290744) Full Text: DOI
Diabaté, Modibo; Coquille, Loren; Samson, Adeline Parameter estimation and treatment optimization in a stochastic model for immunotherapy of cancer. (English) Zbl 1453.92129 J. Theor. Biol. 502, Article ID 110359, 16 p. (2020). MSC: 92C50 93E10 PDF BibTeX XML Cite \textit{M. Diabaté} et al., J. Theor. Biol. 502, Article ID 110359, 16 p. (2020; Zbl 1453.92129) Full Text: DOI
Potenza, Francesco; Gattulli, Vincenzo; Nagarajaiah, Satish Seismic response prediction of multiple base-isolated structures for monitoring. (English) Zbl 1454.93270 Lacarbonara, Walter (ed.) et al., Nonlinear dynamics and control. Proceedings of the first international nonlinear dynamics conference, NODYCON 2019, Rome, Italy, February 17–20, 2019. Volume II. Cham: Springer. 33-41 (2020). MSC: 93E03 93C10 PDF BibTeX XML Cite \textit{F. Potenza} et al., in: Nonlinear dynamics and control. Proceedings of the first international nonlinear dynamics conference, NODYCON 2019, Rome, Italy, February 17--20, 2019. Volume II. Cham: Springer. 33--41 (2020; Zbl 1454.93270) Full Text: DOI
Alfonsi, Aurélien; Jourdain, Benjamin Squared quadratic Wasserstein distance: optimal couplings and Lions differentiability. (English) Zbl 1454.90028 ESAIM, Probab. Stat. 24, 703-717 (2020). MSC: 90C08 60G42 60E15 58B10 49J50 PDF BibTeX XML Cite \textit{A. Alfonsi} and \textit{B. Jourdain}, ESAIM, Probab. Stat. 24, 703--717 (2020; Zbl 1454.90028) Full Text: DOI
Zrazhevsky, G. M.; Golodnikov, A. N.; Uryasev, S. P.; Zrazhevsky, A. G. Application of buffered probability of exceedance in reliability optimization problems. (English. Russian original) Zbl 1454.74123 Cybern. Syst. Anal. 56, No. 3, 476-484 (2020); translation from Kibern. Sist. Anal. 2020, No. 3, 152-162 (2020). MSC: 74M05 74H45 74K10 74P10 74S60 93E20 PDF BibTeX XML Cite \textit{G. M. Zrazhevsky} et al., Cybern. Syst. Anal. 56, No. 3, 476--484 (2020; Zbl 1454.74123); translation from Kibern. Sist. Anal. 2020, No. 3, 152--162 (2020) Full Text: DOI
Norkin, V. I. Generalized gradients in dynamic optimization, optimal control, and machine learning problems. (English. Russian original) Zbl 07284555 Cybern. Syst. Anal. 56, No. 2, 243-258 (2020); translation from Kibern. Sist. Anal. 2020, No. 2, 89-107 (2020). MSC: 68T PDF BibTeX XML Cite \textit{V. I. Norkin}, Cybern. Syst. Anal. 56, No. 2, 243--258 (2020; Zbl 07284555); translation from Kibern. Sist. Anal. 2020, No. 2, 89--107 (2020) Full Text: DOI
Borodina, O. M.; Kyryziuk, S. V.; Fraier, O. V.; Ermoliev, Y. M.; Ermolieva, T. Y.; Knopov, P. S.; Horbachuk, V. M. Mathematical modeling of agricultural crop diversification in Ukraine: scientific approaches and empirical results. (English. Russian original) Zbl 1454.91146 Cybern. Syst. Anal. 56, No. 2, 213-222 (2020); translation from Kibern. Sist. Anal. 2020, No. 2, 53-65 (2020). MSC: 91B76 PDF BibTeX XML Cite \textit{O. M. Borodina} et al., Cybern. Syst. Anal. 56, No. 2, 213--222 (2020; Zbl 1454.91146); translation from Kibern. Sist. Anal. 2020, No. 2, 53--65 (2020) Full Text: DOI
Zhang, Kaiqing; Koppel, Alec; Zhu, Hao; Başar, Tamer Global convergence of policy gradient methods to (almost) locally optimal policies. (English) Zbl 1451.93379 SIAM J. Control Optim. 58, No. 6, 3586-3612 (2020). MSC: 93E03 93E35 93E20 PDF BibTeX XML Cite \textit{K. Zhang} et al., SIAM J. Control Optim. 58, No. 6, 3586--3612 (2020; Zbl 1451.93379) Full Text: DOI
Mulvey, John M.; Sun, Yifan; Wang, Mengdi; Ye, Jing Optimizing a portfolio of mean-reverting assets with transaction costs via a feedforward neural network. (English) Zbl 1454.91231 Quant. Finance 20, No. 8, 1239-1261 (2020). MSC: 91G10 90C15 PDF BibTeX XML Cite \textit{J. M. Mulvey} et al., Quant. Finance 20, No. 8, 1239--1261 (2020; Zbl 1454.91231) Full Text: DOI
Ding, Lijun; Chen, Yudong Leave-one-out approach for matrix completion: primal and dual analysis. (English) Zbl 1453.90236 IEEE Trans. Inf. Theory 66, No. 11, 7274-7301 (2020). MSC: 90C90 90C26 15A83 62H12 PDF BibTeX XML Cite \textit{L. Ding} and \textit{Y. Chen}, IEEE Trans. Inf. Theory 66, No. 11, 7274--7301 (2020; Zbl 1453.90236) Full Text: DOI
Khazaee, Mostafa; Khadem, S. E.; Moslemi, Amin; Abdollahi, Ali Vibration mitigation of a pipe conveying fluid with a passive geometrically nonlinear absorber: a tuning optimal design. (English) Zbl 1453.74038 Commun. Nonlinear Sci. Numer. Simul. 91, Article ID 105439, 24 p. (2020). MSC: 74H45 74H60 74F10 74P10 PDF BibTeX XML Cite \textit{M. Khazaee} et al., Commun. Nonlinear Sci. Numer. Simul. 91, Article ID 105439, 24 p. (2020; Zbl 1453.74038) Full Text: DOI
Ben Abdelaziz, Fouad; Colapinto, Cinzia; La Torre, Davide; Liuzzi, Danilo A stochastic dynamic multiobjective model for sustainable decision making. (English) Zbl 1452.90186 Ann. Oper. Res. 293, No. 2, 539-556 (2020). MSC: 90B50 91B76 90C27 90C15 90C39 PDF BibTeX XML Cite \textit{F. Ben Abdelaziz} et al., Ann. Oper. Res. 293, No. 2, 539--556 (2020; Zbl 1452.90186) Full Text: DOI
Wang, Xiao; Zhang, Hongchao Inexact proximal stochastic second-order methods for nonconvex composite optimization. (English) Zbl 1454.90066 Optim. Methods Softw. 35, No. 4, 808-835 (2020). MSC: 90C26 65K05 PDF BibTeX XML Cite \textit{X. Wang} and \textit{H. Zhang}, Optim. Methods Softw. 35, No. 4, 808--835 (2020; Zbl 1454.90066) Full Text: DOI
Berahas, Albert S.; Bollapragada, Raghu; Nocedal, Jorge An investigation of Newton-sketch and subsampled Newton methods. (English) Zbl 1454.90112 Optim. Methods Softw. 35, No. 4, 661-680 (2020). MSC: 90C53 90C30 65K05 PDF BibTeX XML Cite \textit{A. S. Berahas} et al., Optim. Methods Softw. 35, No. 4, 661--680 (2020; Zbl 1454.90112) Full Text: DOI
Boţ, Radu Ioan; Böhm, Axel Variable smoothing for convex optimization problems using stochastic gradients. (English) Zbl 1453.90118 J. Sci. Comput. 85, No. 2, Paper No. 33, 28 p. (2020). MSC: 90C25 90C15 65Y20 PDF BibTeX XML Cite \textit{R. I. Boţ} and \textit{A. Böhm}, J. Sci. Comput. 85, No. 2, Paper No. 33, 28 p. (2020; Zbl 1453.90118) Full Text: DOI
Amos, Brandon D.; Easterling, David R.; Watson, Layne T.; Thacker, William I.; Castle, Brent S.; Trosset, Michael W. Algorithm 1007: QNSTOP – quasi-Newton algorithm for stochastic optimization. (English) Zbl 07272248 ACM Trans. Math. Softw. 46, No. 2, Article No. 17, 20 p. (2020). MSC: 65 PDF BibTeX XML Cite \textit{B. D. Amos} et al., ACM Trans. Math. Softw. 46, No. 2, Article No. 17, 20 p. (2020; Zbl 07272248) Full Text: DOI
Shen, Wei; Yang, Zhenhuan; Ying, Yiming; Yuan, Xiaoming Stability and optimization error of stochastic gradient descent for pairwise learning. (English) Zbl 07272159 Anal. Appl., Singap. 18, No. 5, 887-927 (2020). MSC: 68T05 90C15 90C31 PDF BibTeX XML Cite \textit{W. Shen} et al., Anal. Appl., Singap. 18, No. 5, 887--927 (2020; Zbl 07272159) Full Text: DOI