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SIAM Journal on Optimization

Short Title: SIAM J. Optim.
Publisher: Society for Industrial and Applied Mathematics (SIAM), Philadelphia, PA
ISSN: 1052-6234; 1095-7189/e
Online: http://epubs.siam.org/loi/sjope8
Comments: Indexed cover-to-cover
Documents Indexed: 2,386 Publications (since 1991)
References Indexed: 775 Publications with 29,588 References.
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Latest Issues

31, No. 3 (2021)
31, No. 2 (2021)
31, No. 1 (2021)
30, No. 4 (2020)
30, No. 3 (2020)
30, No. 2 (2020)
30, No. 1 (2020)
29, No. 4 (2019)
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9, No. 1 (1998)
8, No. 4 (1998)
8, No. 3 (1998)
8, No. 2 (1998)
8, No. 1 (1998)
7, No. 4 (1997)
7, No. 3 (1997)
7, No. 2 (1997)
...and 23 more Volumes
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Authors

29 Ng, Kung-Fu
27 Monteiro, Renato D. C.
26 Sun, Defeng
25 Mordukhovich, Boris S.
25 Tseng, Paul
24 Li, Chong
20 Nocedal, Jorge
20 Toint, Philippe L.
19 Kanzow, Christian
19 Lasserre, Jean-Bernard
19 Luo, Zhi-Quan
19 Qi, Liqun
19 Zheng, Xiyin
18 Chen, Xiaojun
18 Fukushima, Masao
18 Pang, Jong-Shi
18 Ye, Jane J.
17 Dennis, John E. jun.
17 López-Cerdá, Marco Antonio
17 Lucidi, Stefano
17 Toh, Kimchuan
17 Zhang, Shuzhong
16 Beck, Amir
16 Byrd, Richard H.
16 Martínez, José Mario
16 Solodov, Mikhail V.
15 Kojima, Masakazu
15 Lewis, Adrian S.
15 Li, Duan
15 Potra, Florian-Alexandru
14 Bauschke, Heinz H.
14 Curtis, Frank E.
14 Gould, Nicholas Ian Mark
14 Shapiro, Alexander
14 Wright, Stephen J.
14 Ye, Yinyu
13 Audet, Charles
13 Burke, James V.
13 de Klerk, Etienne
13 Hintermüller, Michael
13 Izmailov, Alekseĭ F.
13 Mehrotra, Sanjay
13 Nesterov, Yurii
13 Robinson, Daniel P.
13 Roos, Cornelis
13 Teboulle, Marc
13 Vicente, Luis Nunes
13 Wang, Shawn Xianfu
12 Ben-Tal, Aharon
12 Bertsekas, Dimitri Panteli
12 Jeyakumar, Vaithilingam
12 Li, Guoyin
12 Outrata, Jiří V.
12 Pong, Ting Kei
12 Sun, Jie
11 Attouch, Hedy
11 Borwein, Jonathan Michael
11 Gfrerer, Helmut
11 Jongen, Hubertus Th.
11 Kiwiel, Krzysztof Czesław
11 Kunisch, Karl
11 Lan, Guanghui
11 Lu, Zhaosong
11 Nemirovski, Arkadi S.
11 Nie, Jiawang
11 Wächter, Andreas
11 Xu, Huifu
11 Zhang, Yin
10 Anstreicher, Kurt M.
10 Rockafellar, Ralph Tyrrell
10 Svaiter, Benar Fux
10 Tapia, Richard A.
10 Terlaky, Tamás
10 Torczon, Virginia J.
10 Yang, Xiaoqi
10 Yao, Jen-Chih
9 Andreani, Roberto
9 Anitescu, Mihai
9 Daniilidis, Aris
9 Fletcher, Roger
9 Freund, Robert M.
9 Gill, Philip E.
9 Gonzaga, Clovis C.
9 Kočvara, Michal
9 Laurent, Monique
9 Leyffer, Sven
9 Parrilo, Pablo A.
9 Peña, Javier F.
9 Rinaldi, Francesco
9 Ruszczyński, Andrzej
9 Schultz, Rüdiger
9 Tsuchiya, Takashi
9 Wets, Roger Jean-Baptiste
9 Wolkowicz, Henry
9 Yuan, Ya-xiang
9 Zhao, Yunbin
8 Burer, Samuel
8 Correa, Rafael
8 Dentcheva, Darinka
8 Dey, Santanu S.
...and 2,402 more Authors
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Fields

2,165 Operations research, mathematical programming (90-XX)
948 Numerical analysis (65-XX)
686 Calculus of variations and optimal control; optimization (49-XX)
165 Computer science (68-XX)
113 Operator theory (47-XX)
99 Convex and discrete geometry (52-XX)
81 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
76 Linear and multilinear algebra; matrix theory (15-XX)
70 Statistics (62-XX)
54 Functional analysis (46-XX)
52 Systems theory; control (93-XX)
47 Algebraic geometry (14-XX)
44 Combinatorics (05-XX)
43 Real functions (26-XX)
43 Global analysis, analysis on manifolds (58-XX)
38 Approximations and expansions (41-XX)
38 Probability theory and stochastic processes (60-XX)
37 Partial differential equations (35-XX)
28 Information and communication theory, circuits (94-XX)
25 Ordinary differential equations (34-XX)
23 Mechanics of deformable solids (74-XX)
17 Biology and other natural sciences (92-XX)
13 Number theory (11-XX)
13 Field theory and polynomials (12-XX)
13 Dynamical systems and ergodic theory (37-XX)
12 Commutative algebra (13-XX)
12 General topology (54-XX)
8 Several complex variables and analytic spaces (32-XX)
7 Mechanics of particles and systems (70-XX)
6 Measure and integration (28-XX)
6 Differential geometry (53-XX)
5 Nonassociative rings and algebras (17-XX)
4 Mathematical logic and foundations (03-XX)
4 Manifolds and cell complexes (57-XX)
4 Fluid mechanics (76-XX)
4 Classical thermodynamics, heat transfer (80-XX)
3 Order, lattices, ordered algebraic structures (06-XX)
3 Difference and functional equations (39-XX)
3 Optics, electromagnetic theory (78-XX)
3 Quantum theory (81-XX)
2 General and overarching topics; collections (00-XX)
2 Geometry (51-XX)
2 Statistical mechanics, structure of matter (82-XX)
1 History and biography (01-XX)
1 Group theory and generalizations (20-XX)
1 Topological groups, Lie groups (22-XX)
1 Harmonic analysis on Euclidean spaces (42-XX)
1 Integral transforms, operational calculus (44-XX)
1 Integral equations (45-XX)
1 Algebraic topology (55-XX)
1 Geophysics (86-XX)
1 Mathematics education (97-XX)

Publications by Year

Citations contained in zbMATH Open

2,130 Publications have been cited 44,284 times in 19,883 Documents Cited by Year
Global optimization with polynomials and the problem of moments. Zbl 1010.90061
Lasserre, Jean B.
523
2001
Strong convergence of a proximal-type algorithm in a Banach space. Zbl 1101.90083
Kamimura, Shoji; Takahashi, Wataru
397
2003
A singular value thresholding algorithm for matrix completion. Zbl 1201.90155
Cai, Jian-Feng; Candès, Emmanuel J.; Shen, Zuowei
363
2010
The primal-dual active set strategy as a semismooth Newton method. Zbl 1080.90074
Hintermüller, M.; Ito, K.; Kunisch, K.
316
2003
A new conjugate gradient method with guaranteed descent and an efficient line search. Zbl 1093.90085
Hager, William W.; Zhang, Hongchao
314
2005
Global convergence properties of conjugate gradient methods for optimization. Zbl 0767.90082
Gilbert, Jean Charles; Nocedal, Jorge
310
1992
On the implementation of a primal-dual interior point method. Zbl 0773.90047
Mehrotra, Sanjay
281
1992
A nonlinear conjugate gradient method with a strong global convergence property. Zbl 0957.65061
Dai, Yuhong; Yuan, Yaxiang
279
1999
Cones of matrices and set-functions and 0-1 optimization. Zbl 0754.90039
Lovász, László; Schrijver, A.
267
1991
Convergence properties of the Nelder–Mead simplex method in low dimensions. Zbl 1005.90056
Lagarias, Jeffrey C.; Reeds, James A.; Wright, Margaret H.; Wright, Paul E.
267
1998
The Barzilai and Borwein gradient method for the large scale unconstrained minimization problem. Zbl 0898.90119
Raydan, Marcos
243
1997
Nonmonotone spectral projected gradient methods on convex sets. Zbl 1047.90077
Birgin, Ernesto G.; Martínez, José Mario; Raydan, Marcos
235
2000
The sample average approximation method for stochastic discrete optimization. Zbl 0991.90090
Kleywegt, Anton J.; Shapiro, Alexander; Homem-de-Mello, Tito
224
2001
Robust stochastic approximation approach to stochastic programming. Zbl 1189.90109
Nemirovski, A.; Juditsky, A.; Lan, G.; Shapiro, A.
224
2009
A nonmonotone line search technique and its application to unconstrained optimization. Zbl 1073.90024
Zhang, Hongchao; Hager, William W.
219
2004
An interior trust region approach for nonlinear minimization subject to bounds. Zbl 0855.65063
Coleman, Thomas F.; Li, Yuying
217
1996
Primal-dual interior-point methods for self-scaled cones. Zbl 0922.90110
Nesterov, Yu. E.; Todd, M. J.
187
1998
The Łojasiewicz inequality for nonsmooth subanalytic functions with applications to subgradient dynamical systems. Zbl 1129.26012
Bolte, Jérôme; Daniilidis, Aris; Lewis, Adrian
186
2007
Smoothing functions for second-order-cone complementarity problems. Zbl 0995.90094
Fukushima, Masao; Luo, Zhi-Quan; Tseng, Paul
184
2001
Interior point methods in semidefinite programming with applications to combinatorial optimization. Zbl 0833.90087
Alizadeh, Farid
183
1995
Efficiency of coordinate descent methods on huge-scale optimization problems. Zbl 1257.90073
Nesterov, Yu.
175
2012
Mesh adaptive direct search algorithms for constrained optimization. Zbl 1112.90078
Audet, Charles; Dennis, J. E. jun.
173
2006
A D. C. optimization algorithm for solving the trust-region subproblem. Zbl 0913.65054
Tao, Pham Dinh; Le Thi Hoai An
167
1998
SNOPT: An SQP algorithm for large-scale constrained optimization. Zbl 1027.90111
Gill, Philip E.; Murray, Walter; Saunders, Michael A.
162
2002
Globally convergent inexact Newton methods. Zbl 0814.65049
Eisenstat, Stanley C.; Walker, Homer F.
159
1994
A version of the bundle idea for minimizing a nonsmooth function: Conceptual idea, convergence analysis, numerical results. Zbl 0761.90090
Schramm, Helga; Zowe, Jochem
159
1992
On the convergence of pattern search algorithms. Zbl 0884.65053
Torczon, Virginia
158
1997
Fixed-point continuation for \(\ell _1\)-minimization: methodology and convergence. Zbl 1180.65076
Hale, Elaine T.; Yin, Wotao; Zhang, Yin
158
2008
Convex approximations of chance constrained programs. Zbl 1126.90056
Nemirovski, Arkadi; Shapiro, Alexander
153
2006
Nonsmooth equations: Motivation and algorithms. Zbl 0784.90082
Pang, Jong-Shi; Qi, Liqun
151
1993
Interior-point methods for the monotone semidefinite linear complementarity problem in symmetric matrices. Zbl 0872.90098
Kojima, Masakazu; Shindoh, Susumu; Hara, Shinji
149
1997
Robust solutions to uncertain semidefinite programs. Zbl 0960.93007
El Ghaoui, Laurent; Oustry, Francois; Lebret, Hervé
149
1998
An interior-point method for semidefinite programming. Zbl 0853.65066
Helmberg, Christoph; Rendl, Franz; Vanderbei, Robert J.; Wolkowicz, Henry
146
1996
Normal-boundary intersection: A new method for generating the Pareto surface in nonlinear multicriteria optimization problems. Zbl 0911.90287
Das, Indraneel; Dennis, J. E.
139
1998
Dual stochastic dominance and related mean-risk models. Zbl 1022.91017
Ogryczak, Włodzimierz; Ruszczynski, Andrzej
139
2002
A spectral bundle method for semidefinite programming. Zbl 0960.65074
Helmberg, C.; Rendl, F.
136
2000
Convergence analysis of a proximal-like minimization algorithm using Bregman functions. Zbl 0808.90103
Chen, Gong; Teboulle, Marc
134
1993
Characterizations of strong regularity for variational inequalities over polyhedral convex sets. Zbl 0899.49004
Dontchev, A. L.; Rockafellar, R. T.
134
1996
On augmented Lagrangian methods with general lower-level constraints. Zbl 1151.49027
Andreani, R.; Birgin, E. G.; Martínez, J. M.; Schuverdt, M. L.
132
2007
Benchmarking derivative-free optimization algorithms. Zbl 1187.90319
Moré, Jorge J.; Wild, Stefan M.
132
2009
An interior point algorithm for large-scale nonlinear programming. Zbl 0957.65057
Byrd, Richard H.; Hribar, Mary E.; Nocedal, Jorge
129
1999
Primal-dual interior-point methods for semidefinite programming: Convergence rates, stability and numerical results. Zbl 0911.65047
Alizadeh, Farid; Haeberly, Jean-Pierre A.; Overton, Michael L.
128
1998
On the global convergence of a filter-SQP algorithm. Zbl 1029.65063
Fletcher, Roger; Leyffer, Sven; Toint, Philippe L.
127
2002
A comparative study of kernel functions for primal-dual interior-point algorithms in linear optimization. Zbl 1077.90038
Bai, Y. Q.; El Ghami, M.; Roos, C.
126
2004
Convergence properties of a regularization scheme for mathematical programs with complementarity constraints. Zbl 1010.90086
Scholtes, Stefan
124
2001
A sample approximation approach for optimization with probabilistic constraints. Zbl 1177.90301
Luedtke, James; Ahmed, Shabbir
124
2008
Prox-method with rate of convergence \(O(1/t)\) for variational inequalities with Lipschitz continuous monotone operators and smooth convex-concave saddle point problems. Zbl 1106.90059
Nemirovski, Arkadi
123
2004
A combined smoothing and regularization method for monotone second-order cone complementarity problems. Zbl 1114.90139
Hayashi, Shunsuke; Yamashita, Nobuo; Fukushima, Masao
121
2005
Alternating direction method with Gaussian back substitution for separable convex programming. Zbl 1273.90152
He, Bingsheng; Tao, Min; Yuan, Xiaoming
119
2012
Rank-sparsity incoherence for matrix decomposition. Zbl 1226.90067
Chandrasekaran, Venkat; Sanghavi, Sujay; Parrilo, Pablo A.; Willsky, Alan S.
119
2011
A Newton-CG augmented Lagrangian method for semidefinite programming. Zbl 1213.90175
Zhao, Xin-Yuan; Sun, Defeng; Toh, Kim-Chuan
119
2010
Optimization with stochastic dominance constraints. Zbl 1055.90055
Dentcheva, Darinka; Ruszczynski, Andrzej
118
2003
Co-coercivity and its role in the convergence of iterative schemes for solving variational inequalities. Zbl 0855.47043
Zhu, D. L.; Marcotte, P.
117
1996
Clarke subgradients of stratifiable functions. Zbl 1142.49006
Bolte, Jérôme; Daniilidis, Aris; Lewis, Adrian; Shiota, Masahiro
114
2007
Line search filter methods for nonlinear programming: motivation and global convergence. Zbl 1114.90128
Wächter, Andreas; Biegler, Lorenz T.
111
2005
Existence and approximation of fixed points of firmly nonexpansive-type mappings in Banach spaces. Zbl 1168.47047
Kohsaka, Fumiaki; Takahashi, Wataru
110
2008
Global convergence of a trust-region SQP-filter algorithm for general nonlinear programming. Zbl 1038.90076
Fletcher, Roger; Gould, Nicholas I. M.; Leyffer, Sven; Toint, Philippe L.; Wächter, Andreas
109
2002
Strong convergence theorem by a hybrid method for nonexpansive mappings and Lipschitz-continuous monotone mappings. Zbl 1143.47047
Nadezhkina, Natalia; Takahashi, Wataru
109
2006
Approximation of the stability number of a graph via copositive programming. Zbl 1035.90058
de Klerk, E.; Pasechnik, D. V.
109
2002
On the convergence of a class of infeasible interior-point methods for the horizontal linear complementarity problem. Zbl 0803.90092
Zhang, Yin
108
1994
Recovering low-rank and sparse components of matrices from incomplete and noisy observations. Zbl 1218.90115
Tao, Min; Yuan, Xiaoming
108
2011
A robust gradient sampling algorithm for nonsmooth, nonconvex optimization. Zbl 1078.65048
Burke, James V.; Lewis, Adrian S.; Overton, Michael L.
107
2005
Variable metric method for minimization. Zbl 0752.90062
Davidon, William C.
103
1991
A class of globally convergent optimization methods based on conservative convex separable approximations. Zbl 1035.90088
Svanberg, Krister
102
2002
A nonlinear conjugate gradient algorithm with an optimal property and an improved Wolfe line search. Zbl 1266.49065
Dai, Yu-Hong; Kou, Cai-Xia
102
2013
Incremental subgradient methods for nondifferentiable optimization. Zbl 0991.90099
Nedic, Angelia; Bertsekas, Dimitri P.
101
2001
On the calmness of a class of multifunctions. Zbl 1028.49018
Henrion, René; Jourani, Abderrahim; Outrata, Jiri
99
2002
Primal–dual path-following algorithms for semidefinite programming. Zbl 0913.65051
Monteiro, Renato D. C.
98
1997
A new merit function for nonlinear complementarity problems and a related algorithm. Zbl 0873.90096
Facchinei, Francisco; Soares, João
98
1997
Weak convergence of a relaxed and inertial hybrid projection-proximal point algorithm for maximal monotone operators in Hilbert space. Zbl 1079.90096
Alvarez, Felipe
97
2004
Analysis of generalized pattern searches. Zbl 1053.90118
Audet, Charles; Dennis, J. E. jun.
97
2003
On extending some primal-dual interior-point algorithms from linear programming to semidefinite programming. Zbl 0913.65050
Zhang, Yin
96
1998
Sums of squares and semidefinite program relaxations for polynomial optimization problems with structured sparsity. Zbl 1109.65058
Waki, Hayato; Kim, Sunyoung; Kojima, Masakazu; Muramatsu, Masakazu
95
2006
Projected reflected gradient methods for monotone variational inequalities. Zbl 1314.47099
Malitsky, Yu.
94
2015
On the accurate identification of active constraints. Zbl 0960.90080
Facchinei, Francisco; Fischer, Andreas; Kanzow, Christian
87
1998
On the constant positive linear dependence condition and its application to SQP methods. Zbl 0999.90037
Qi, Liqun; Wei, Zengxin
86
2000
A monotone+skew splitting model for composite monotone inclusions in duality. Zbl 1239.47053
Briceño-Arias, Luis M.; Combettes, Patrick L.
86
2011
Optimal inequalities in probability theory: A convex optimization approach. Zbl 1077.60020
Bertsimas, Dimitris; Popescu, Ioana
86
2005
On implementing Mehrotra’s predictor-corrector interior-point method for linear programming. Zbl 0771.90066
Lustig, Irvin J.; Marsten, Roy E.; Shanno, David F.
85
1992
Convergence theory of nonlinear Newton-Krylov algorithms. Zbl 0814.65048
Brown, Peter N.; Saad, Youcef
84
1994
Newton’s method for large bound-constrained optimization problems. Zbl 0957.65064
Lin, Chih-Jen; Moré, Jorge J.
84
1999
Line search filter methods for nonlinear programming: local convergence. Zbl 1115.90056
Wächter, Andreas; Biegler, Lorenz T.
84
2005
Convergence of proximal-like algorithms. Zbl 0890.90151
Teboulle, Marc
83
1997
A new active set algorithm for box constrained optimization. Zbl 1165.90570
Hager, William W.; Zhang, Hongchao
82
2006
Solving the trust-region subproblem using the Lanczos method. Zbl 1047.90510
Gould, Nicholas I. M.; Lucidi, Stefano; Roma, Massimo; Toint, Philippe L.
81
1999
A full-Newton step \(O(n)\) infeasible interior-point algorithm for linear optimization. Zbl 1131.90029
Roos, C.
81
2006
Local convergence of SQP methods for mathematical programs with equilibrium constraints. Zbl 1112.90098
Fletcher, Roger; Leyffer, Sven; Ralph, Danny; Scholtes, Stefan
81
2006
On the Nesterov-Todd direction in semidefinite programming. Zbl 0913.90217
Todd, M. J.; Toh, K. C.; Tütüncü, R. H.
80
1998
A pattern search filter method for nonlinear programming without derivatives. Zbl 1073.90066
Audet, Charles; Dennis, J. E. jun.
79
2004
Interior gradient and proximal methods for convex and conic optimization. Zbl 1113.90118
Auslender, Alfred; Teboulle, Marc
79
2006
Semismooth Newton methods for operator equations in function spaces. Zbl 1033.49039
Ulbrich, Michael
79
2003
New results on quadratic minimization. Zbl 1043.90064
Ye, Yinyu; Zhang, Shuzhong
79
2003
Iterative methods for solving systems of variational inequalities in reflexive Banach spaces. Zbl 1250.47064
Kassay, Gábor; Reich, Simeon; Sabach, Shoham
79
2011
On the global convergence of the BFGS method for nonconvex unconstrained optimization problems. Zbl 1010.90079
Li, Dong-Hui; Fukushima, Masao
78
2001
Robust truss topology design via semidefinite programming. Zbl 0899.90133
Ben-Tal, A.; Nemirovski, A.
77
1997
Low-rank matrix completion by Riemannian optimization. Zbl 1277.15021
Vandereycken, Bart
76
2013
The rate of convergence of Nesterov’s accelerated forward-backward method is actually faster than \(1/k^2\). Zbl 1346.49048
Attouch, Hedy; Peypouquet, Juan
75
2016
On the solution of large quadratic programming problems with bound constraints. Zbl 0752.90053
Moré, Jorge J.; Toraldo, Gerardo
74
1991
Convergence rates in forward–backward splitting. Zbl 0876.49009
Chen, George H-G.; Rockafellar, R. T.
73
1997
On the convergence of block coordinate descent type methods. Zbl 1297.90113
Beck, Amir; Tetruashvili, Luba
73
2013
A Bregman forward-backward linesearch algorithm for nonconvex composite optimization: superlinear convergence to nonisolated local minima. Zbl 1461.90105
Ahookhosh, Masoud; Themelis, Andreas; Patrinos, Panagiotis
3
2021
Generalized penalty and regularization method for differential variational-hemivariational inequalities. Zbl 07341863
Zhenhai; Motreanu, Dumitru; Zeng, Shengda
3
2021
Convergence and dynamical behavior of the ADAM algorithm for nonconvex stochastic optimization. Zbl 1465.90050
Barakat, Anas; Bianchi, Pascal
2
2021
TSSOS: a moment-SOS hierarchy that exploits term sparsity. Zbl 07305921
Wang, Jie; Magron, Victor; Lasserre, Jean-Bernard
2
2021
Chordal-TSSOS: a moment-SOS hierarchy that exploits term sparsity with chordal extension. Zbl 1457.90106
Wang, Jie; Magron, Victor; Lasserre, Jean-Bernard
2
2021
Generalized momentum-based methods: a Hamiltonian perspective. Zbl 1462.90087
Diakonikolas, Jelena; Jordan, Michael I.
2
2021
An average curvature accelerated composite gradient method for nonconvex smooth composite optimization problems. Zbl 1458.90525
Liang, Jiaming; Monteiro, Renato D. C.
1
2021
On high-order multilevel optimization strategies. Zbl 1458.90586
Calandra, Henri; Gratton, Serge; Riccietti, Elisa; Vasseur, Xavier
1
2021
Stochastic approximation for optimization in shape spaces. Zbl 1458.49034
Geiersbach, Caroline; Loayza-Romero, Estefania; Welker, Kathrin
1
2021
Optimization of quasi-convex function over product measure sets. Zbl 07304311
Stenger, Jérôme; Gamboa, Fabrice; Keller, Merlin
1
2021
On a semismooth* Newton method for solving generalized equations. Zbl 1462.90141
Gfrerer, Helmut; Outrata, Jiří V.
1
2021
Variational analysis in normed spaces with applications to constrained optimization. Zbl 1459.49007
Mohammadi, Ashkan; Mordukhovich, Boris S.
1
2021
Exact semidefinite programming bounds for packing problems. Zbl 07351611
Dostert, Maria; de Laat, David; Moustrou, Philippe
1
2021
Analysis and algorithms for some compressed sensing models based on L1/L2 minimization. Zbl 07364041
Zeng, Liaoyuan; Yu, Peiran; Pong, Ting Kei
1
2021
A forward-backward splitting method for monotone inclusions without cocoercivity. Zbl 1445.47041
Malitsky, Yura; Tam, Matthew K.
12
2020
Inexact cuts in stochastic dual dynamic programming. Zbl 1430.90444
Guigues, Vincent
7
2020
A stochastic line search method with expected complexity analysis. Zbl 1431.90153
Paquette, Courtney; Scheinberg, Katya
5
2020
Critical cones for sufficient second order conditions in PDE constrained optimization. Zbl 1431.35077
Casas, Eduardo; Mateos, Mariano
5
2020
Douglas-Rachford splitting and ADMM for nonconvex optimization: tight convergence results. Zbl 1434.90158
Themelis, Andreas; Patrinos, Panagiotis
4
2020
Tensor methods for minimizing convex functions with Hölder continuous higher-order derivatives. Zbl 1451.90119
Grapiglia, G. N.; Nesterov, Yu.
4
2020
Nonconvex robust low-rank matrix recovery. Zbl 07175265
Li, Xiao; Zhu, Zhihui; Man-Cho So, Anthony; Vidal, René
4
2020
The boosted difference of convex functions algorithm for nonsmooth functions. Zbl 1461.65119
Aragón Artacho, Francisco J.; Vuong, Phan T.
4
2020
Scalable algorithms for the sparse ridge regression. Zbl 1458.90489
Xie, Weijun; Deng, Xinwei
4
2020
On the convergence to stationary points of deterministic and randomized feasible descent directions methods. Zbl 1434.90148
Beck, Amir; Hallak, Nadav
3
2020
Operator splitting performance estimation: tight contraction factors and optimal parameter selection. Zbl 07248639
Ryu, Ernest K.; Taylor, Adrien B.; Bergeling, Carolina; Giselsson, Pontus
3
2020
A distributed flexible delay-tolerant proximal gradient algorithm. Zbl 1441.90120
Mishchenko, Konstantin; Iutzeler, Franck; Malick, Jérôme
3
2020
A single timescale stochastic approximation method for nested stochastic optimization. Zbl 1441.90106
Ghadimi, Saeed; Ruszczyński, Andrzej; Wang, Mengdi
3
2020
Noisy matrix completion: understanding statistical guarantees for convex relaxation via nonconvex optimization. Zbl 07271856
Chen, Yuxin; Chi, Yuejie; Fan, Jianqing; Ma, Cong; Yan, Yuling
3
2020
Contracting proximal methods for smooth convex optimization. Zbl 1454.90052
Doikov, Nikita; Nesterov, Yurii
3
2020
Risk-averse models in bilevel stochastic linear programming. Zbl 1431.90099
Burtscheidt, Johanna; Claus, Matthias; Dempe, Stephan
2
2020
Data-driven nonsmooth optimization. Zbl 1435.90105
Banert, Sebastian; Ringh, Axel; Adler, Jonas; Karlsson, Johan; Öktem, Ozan
2
2020
A note on the nonemptiness and compactness of solution sets of weakly homogeneous variational inequalities. Zbl 1435.90135
Ma, Xiao-Xiao; Zheng, Meng-Meng; Huang, Zheng-Hai
2
2020
Proximal gradient method for nonsmooth optimization over the Stiefel manifold. Zbl 1434.90195
Chen, Shixiang; Ma, Shiqian; Man-Cho So, Anthony; Zhang, Tong
2
2020
Worst-case convergence analysis of inexact gradient and Newton methods through semidefinite programming performance estimation. Zbl 1448.90070
De Klerk, Etienne; Glineur, François; Taylor, Adrien B.
2
2020
Periodical multistage stochastic programs. Zbl 1448.90066
Shapiro, Alexander; Ding, Lingquan
2
2020
Twice epi-differentiability of extended-real-valued functions with applications in composite optimization. Zbl 1448.49024
Mohammadi, Ashkan; Sarabi, M. Ebrahim
2
2020
A new constraint qualification and sharp optimality conditions for nonsmooth mathematical programming problems in terms of quasidifferentials. Zbl 07258107
Dolgopolik, M. V.
2
2020
Sharp worst-case evaluation complexity bounds for arbitrary-order nonconvex optimization with inexpensive constraints. Zbl 1437.90128
Cartis, Coralia; Gould, Nicholas I. M.; Toint, Philippe L.
2
2020
Limitations on the expressive power of convex cones without long chains of faces. Zbl 1436.90108
Saunderson, James
2
2020
Robust accelerated gradient methods for smooth strongly convex functions. Zbl 1461.62145
Aybat, Necdet Serhat; Fallah, Alireza; Gürbüzbalaban, Mert; Ozdaglar, Asuman
2
2020
Convergence rate of \(\mathcal{O}(1/k)\) for optimistic gradient and extragradient methods in smooth convex-concave saddle point problems. Zbl 1454.90057
Mokhtari, Aryan; Ozdaglar, Asuman E.; Pattathil, Sarath
2
2020
Existence of Lagrange multipliers under Gâteaux differentiable data with applications to stochastic optimal control problems. Zbl 07166153
Jourani, Abderrahim; Silva, Francisco J.
1
2020
A smoothing active set method for linearly constrained non-Lipschitz nonconvex optimization. Zbl 07154031
Zhang, Chao; Chen, Xiaojun
1
2020
On the complexity of an inexact restoration method for constrained optimization. Zbl 1453.90162
Bueno, Luís Felipe; Martínez, José Mario
1
2020
Sharpness, restart, and acceleration. Zbl 1435.90109
Roulet, Vincent; d’Aspremont, Alexandre
1
2020
Gradient-based solution algorithms for a class of bilevel optimization and optimal control problems with a nonsmooth lower level. Zbl 1432.49007
Christof, Constantin
1
2020
Revisiting EXTRA for smooth distributed optimization. Zbl 1447.90030
Li, Huan; Lin, Zhouchen
1
2020
Convergence rates of damped inertial dynamics under geometric conditions and perturbations. Zbl 1453.34076
Sebbouh, O.; Dossal, Ch.; Rondepierre, A.
1
2020
Efficient techniques for shape optimization with variational inequalities using adjoints. Zbl 1444.49014
Luft, Daniel; Schulz, Volker H.; Welker, Kathrin
1
2020
Finite convergence of proximal-gradient inertial algorithms combining dry friction with Hessian-driven damping. Zbl 1452.65103
Adly, Samir; Attouch, Hedy
1
2020
A nonsmooth trust-region method for locally Lipschitz functions with application to optimization problems constrained by variational inequalities. Zbl 1446.49006
Christof, Constantin; De los Reyes, Juan Carlos; Meyer, Christian
1
2020
A proximal point dual Newton algorithm for solving group graphical Lasso problems. Zbl 1448.90096
Zhang, Yangjing; Zhang, Ning; Sun, Defeng; Toh, Kim-Chuan
1
2020
Solving chance-constrained problems via a smooth sample-based nonlinear approximation. Zbl 1448.90065
Peña-Ordieres, Alejandra; Luedtke, James R.; Wächter, Andreas
1
2020
A proximal alternating direction method of multiplier for linearly constrained nonconvex minimization. Zbl 1464.90070
Zhang, Jiawei; Luo, Zhi-Quan
1
2020
On the computation of Kantorovich-Wasserstein distances between two-dimensional histograms by uncapacitated minimum cost flows. Zbl 1450.90008
Bassetti, Federico; Gualandi, Stefano; Veneroni, Marco
1
2020
On the behavior of the Douglas-Rachford algorithm for minimizing a convex function subject to a linear constraint. Zbl 1451.90117
Bauschke, Heinz H.; Moursi, Walaa M.
1
2020
Rank optimality for the Burer-Monteiro factorization. Zbl 1451.90114
Waldspurger, Irène; Waters, Alden
1
2020
Topology of Pareto sets of strongly convex problems. Zbl 1454.90054
Hamada, Naoki; Hayano, Kenta; Ichiki, Shunsuke; Kabata, Yutaro; Teramoto, Hiroshi
1
2020
Generalized conditional gradient with augmented Lagrangian for composite minimization. Zbl 1450.65054
Silveti-Falls, Antonio; Molinari, Cesare; Fadili, Jalal
1
2020
Stochastic three points method for unconstrained smooth minimization. Zbl 1451.90150
Bergou, El Houcine; Gorbunov, Eduard; Richtárik, Peter
1
2020
Spectral operators of matrices: semismoothness and characterizations of the generalized Jacobian. Zbl 1434.49007
Ding, Chao; Sun, Defeng; Sun, Jie; Toh, Kim-Chuan
1
2020
Asymptotic results of stochastic decomposition for two-stage stochastic quadratic programming. Zbl 1461.90083
Liu, Junyi; Sen, Suvrajeet
1
2020
A data-independent distance to infeasibility for linear conic systems. Zbl 1437.90120
Peña, Javier; Roshchina, Vera
1
2020
On stochastic and deterministic quasi-Newton methods for nonstrongly convex optimization: asymptotic convergence and rate analysis. Zbl 1461.65189
Yousefian, Farzad; Nedić, Angelia; Shanbhag, Uday V.
1
2020
Exact converging bounds for stochastic dual dynamic programming via Fenchel duality. Zbl 1444.90086
Leclère, Vincent; Carpentier, Pierre; Chancelier, Jean-Philippe; Lenoir, Arnaud; Pacaud, François
1
2020
A geometrical analysis on convex conic reformulations of quadratic and polynomial optimization problems. Zbl 07202484
Kim, Sunyoung; Kojima, Masakazu; Toh, Kim-Chuan
1
2020
Pathological subgradient dynamics. Zbl 1444.90111
Daniilidis, Aris; Drusvyatskiy, Dmitriy
1
2020
Inertial, corrected, primal-dual proximal splitting. Zbl 07202490
Valkonen, Tuomo
1
2020
On the convergence of stochastic gradient descent for nonlinear ill-posed problems. Zbl 07202491
Jin, Bangti; Zhou, Zehui; Zou, Jun
1
2020
Robust optimality and duality in multiobjective optimization problems under data uncertainty. Zbl 07213880
Chuong, Thai Doan
1
2020
Primal-dual stochastic gradient method for convex programs with many functional constraints. Zbl 1445.90070
Xu, Yangyang
1
2020
Multicomposite nonconvex optimization for training deep neural networks. Zbl 1445.90086
Cui, Ying; He, Ziyu; Pang, Jong-Shi
1
2020
New constraint qualifications for optimization problems in Banach spaces based on asymptotic KKT conditions. Zbl 1453.90182
Börgens, Eike; Kanzow, Christian; Mehlitz, Patrick; Wachsmuth, Gerd
1
2020
The convex hull of a quadratic constraint over a polytope. Zbl 1453.90115
Santana, Asteroide; Dey, Santanu S.
1
2020
Convergence of inexact forward-backward algorithms using the forward-backward envelope. Zbl 1452.65105
Bonettini, S.; Prato, M.; Rebegoldi, S.
1
2020
Globally convergent type-I Anderson acceleration for nonsmooth fixed-point iterations. Zbl 07284421
Zhang, Junzi; O’Donoghue, Brendan; Boyd, Stephen
1
2020
Newton-like inertial dynamics and proximal algorithms governed by maximally monotone operators. Zbl 07284424
Attouch, Hedy; László, Szilárd Csaba
1
2020
Stochastic model-based minimization of weakly convex functions. Zbl 1415.65136
Davis, Damek; Drusvyatskiy, Dmitriy
19
2019
Gradient descent finds the cubic-regularized nonconvex Newton step. Zbl 1461.65135
Carmon, Yair; Duchi, John
14
2019
Optimality conditions and constraint qualifications for generalized Nash equilibrium problems and their practical implications. Zbl 1422.91049
Bueno, Luís Felipe; Haeser, Gabriel; Rojas, Frank Navarro
11
2019
New sequential optimality conditions for mathematical programs with complementarity constraints and algorithmic consequences. Zbl 1427.90258
Andreani, R.; Haeser, G.; Secchin, Leonardo D.; Silva, P. J. S.
10
2019
On representer theorems and convex regularization. Zbl 1423.49036
Boyer, Claire; Chambolle, Antonin; De Castro, Yohann; Duval, Vincent; De Gournay, Frédéric; Weiss, Pierre
10
2019
Universal regularization methods: varying the power, the smoothness and the accuracy. Zbl 1436.90136
Cartis, Coralia; Gould, Nick I.; Toint, Philippe L.
10
2019
A sequential optimality condition related to the quasi-normality constraint qualification and its algorithmic consequences. Zbl 1451.90166
Andreani, Roberto; Fazzio, Nadia S.; Schuverdt, Maria L.; Secchin, Leonardo D.
10
2019
Convergence analysis of sample average approximation of two-stage stochastic generalized equations. Zbl 1410.90134
Chen, Xiaojun; Shapiro, Alexander; Sun, Hailin
9
2019
Accelerated regularized Newton methods for minimizing composite convex functions. Zbl 1406.49030
Grapiglia, Geovani N.; Nesterov, Yurii
8
2019
The mesh adaptive direct search algorithm for granular and discrete variables. Zbl 1411.90229
Audet, Charles; Le Digabel, Sébastien; Tribes, Christophe
8
2019
Randomized projection methods for convex feasibility: conditioning and convergence rates. Zbl 1430.90463
Necoara, Ion; Richtárik, Peter; Patrascu, Andrei
8
2019
Adaptive regularization algorithms with inexact evaluations for nonconvex optimization. Zbl 1427.90228
Bellavia, Stefania; Gurioli, Gianmarco; Morini, Benedetta; Toint, Philippe L.
7
2019
A proximal minimization algorithm for structured nonconvex and nonsmooth problems. Zbl 1431.65088
Boţ, Radu Ioan; Csetnek, Ernö Robert; Nguyen, Dang-Khoa
7
2019
Fast proximal methods via time scaling of damped inertial dynamics. Zbl 07105235
Attouch, Hedy; Chbani, Zaki; Riahi, Hassan
7
2019
Variance-based extragradient methods with line search for stochastic variational inequalities. Zbl 1415.65145
Iusem, Alfredo N.; Jofré, Alejandro; Oliveira, Roberto I.; Thompson, Philip
7
2019
Second-order variational analysis of parametric constraint and variational systems. Zbl 1408.49015
Gfrerer, Helmut; Mordukhovich, Boris S.
7
2019
Derivative-free optimization of noisy functions via quasi-Newton methods. Zbl 1411.90359
Berahas, Albert S.; Byrd, Richard H.; Nocedal, Jorge
6
2019
Adaptive Douglas-Rachford splitting algorithm for the sum of two operators. Zbl 1440.47054
Dao, Minh N.; Phan, Hung M.
6
2019
Optimal convergence rates for Nesterov acceleration. Zbl 1453.90117
Aujol, Jean-Francois; Dossal, Charles; Rondepierre, Aude
6
2019
Convergence rates for projective splitting. Zbl 07098595
Johnstone, Patrick R.; Eckstein, Jonathan
6
2019
Unifying abstract inexact convergence theorems and block coordinate variable metric iPiano. Zbl 1411.32009
Ochs, Peter
6
2019
A branch-and-bound-based algorithm for nonconvex multiobjective optimization. Zbl 1414.90288
Niebling, Julia; Eichfelder, Gabriele
6
2019
Gradient method for optimization on Riemannian manifolds with lower bounded curvature. Zbl 1429.90051
Ferreira, O. P.; Louzeiro, Mauricio Silva; Prudente, L. F.
5
2019
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Cited by 18,630 Authors

152 Yao, Jen-Chih
116 Qi, Liqun
98 Martínez, José Mario
89 Yang, Xiaoqi
87 Jeyakumar, Vaithilingam
85 Mordukhovich, Boris S.
83 Zhang, Liwei
80 Le Thi, Hoai An
76 Boţ, Radu Ioan
72 Kanzow, Christian
70 Chen, Jein-Shan
67 Li, Guoyin
67 López-Cerdá, Marco Antonio
66 Ceng, Lu-Chuan
66 Zhu, Detong
64 Kumam, Poom
64 Yuan, Xiaoming
63 Jian, Jinbao
62 Huang, Zheng-Hai
61 Liu, Hongwei
59 Pham Dinh Tao
57 Han, Deren
56 Bauschke, Heinz H.
55 Shehu, Yekini
54 Ma, Changfeng
53 Cho, Yeol Je
53 Sun, Defeng
53 Xiu, Naihua
52 Pang, Jong-Shi
51 Fukushima, Masao
51 Kheirfam, Behrouz
51 Noor, Muhammad Aslam
50 Solodov, Mikhail V.
49 Huang, Nan-Jing
49 Lasserre, Jean-Bernard
49 Pan, Shaohua
48 Birgin, Ernesto G.
48 Chen, Xiaojun
48 Toint, Philippe L.
47 Pang, Liping
47 Teo, Kok Lay
47 Wei, Zengxin
47 Zhang, Shuzhong
45 Chuong, Thai Doan
45 Dai, Yu-Hong
45 Iusem, Alfredo Noel
44 Dempe, Stephan
44 Lucidi, Stefano
44 Terlaky, Tamás
43 Bai, Yanqin
43 Yuan, Ya-xiang
42 Ansari, Qamrul Hasan
42 Csetnek, Ernö Robert
42 Outrata, Jiří V.
42 Wang, Shawn Xianfu
41 Attouch, Hedy
41 Goberna, Miguel Angel
40 Hintermüller, Michael
40 Lee, Gue Myung
40 Santos, Sandra Augusta
40 Sun, Jie
40 Takahashi, Wataru
39 Yuan, Gonglin
39 Zhou, Jinchuan
38 Dang Van Hieu
38 Gondzio, Jacek
38 Kunisch, Karl
38 Nie, Jiawang
38 Xia, Yong
38 Ye, Yinyu
38 Yin, Gang George
37 de Klerk, Etienne
37 Ferreira, Orizon Pereira
36 Liu, Sanyang
36 Monteiro, Renato D. C.
36 Tunçel, Levent
36 Xu, Huifu
35 Babaie-Kafaki, Saman
35 Cánovas, María Josefa
35 Hantoute, Abderrahim
35 Li, Donghui
35 Phan Quôc Khánh
35 Toh, Kimchuan
35 Wang, Guoqiang
34 Combettes, Patrick L.
34 Dương Việt Thông
34 Izmailov, Alekseĭ F.
34 Li, Shengjie
34 Parra, Juan
34 Roos, Cornelis
34 Sun, Wenyu
34 Yang, Xinmin
33 Wen, Chingfeng
33 Wu, Zhiyou
32 Andrei, Neculai
32 Kojima, Masakazu
32 Kruger, Alexander Ya.
32 Lewis, Adrian S.
32 Lin, Guihua
32 Salahi, Maziar
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771 Journal of Global Optimization
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