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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: 2,502 Publications (since 1991)
References Indexed: 891 Publications with 34,725 References.
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Latest Issues

32, No. 3 (2022)
32, No. 2 (2022)
32, No. 1 (2022)
31, No. 4 (2021)
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)
29, No. 3 (2019)
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13, No. 4 (2003)
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12, No. 4 (2002)
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10, No. 4 (2000)
10, No. 3 (2000)
10, No. 2 (1999/2000)
10, No. 1 (1999)
9, No. 4 (1999)
9, No. 3 (1999)
9, No. 2 (1999)
9, No. 1 (1998)
8, No. 4 (1998)
8, No. 3 (1998)
8, No. 2 (1998)
...and 27 more Volumes
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Authors

30 Monteiro, Renato D. C.
30 Ng, Kung-Fu
26 Mordukhovich, Boris S.
26 Sun, Defeng
26 Toh, Kim Chuan
25 Tseng, Paul
24 Li, Chong
21 Lasserre, Jean-Bernard
21 Nocedal, Jorge
20 Toint, Philippe L.
20 Ye, Jane J.
20 Zheng, Xiyin
19 Chen, Xiaojun
19 Kanzow, Christian
19 Luo, Zhi-Quan
19 Qi, Liqun
18 Fukushima, Masao
18 Pang, Jong-Shi
17 Byrd, Richard H.
17 Dennis, John E. jun.
17 Lewis, Adrian S.
17 López-Cerdá, Marco Antonio
17 Lucidi, Stefano
17 Zhang, Shuzhong
16 Beck, Amir
16 Martínez, José Mario
16 Solodov, Mikhail V.
15 Audet, Charles
15 Bauschke, Heinz H.
15 Curtis, Frank E.
15 Kojima, Masakazu
15 Li, Duan
15 Potra, Florian-Alexandru
15 Shapiro, Alexander
15 Wright, Stephen J.
14 Gould, Nicholas Ian Mark
14 Lan, Guanghui
14 Mehrotra, Sanjay
14 Nesterov, Yurii
14 Robinson, Daniel P.
14 Teboulle, Marc
14 Ye, Yinyu
13 Burke, James V.
13 de Klerk, Etienne
13 Hintermüller, Michael
13 Izmailov, Alekseĭ F.
13 Roos, Cornelis
13 Svaiter, Benar Fux
13 Vicente, Luis Nunes
13 Wang, Shawn Xianfu
13 Xu, Huifu
12 Attouch, Hedy
12 Ben-Tal, Aharon
12 Bertsekas, Dimitri Panteli
12 Jeyakumar, Vaithilingam
12 Li, Guoyin
12 Nie, Jiawang
12 Outrata, Jiří V.
12 Pong, Ting Kei
12 Sun, Jie
11 Borwein, Jonathan Michael
11 Dey, Santanu S.
11 Gfrerer, Helmut
11 Jongen, Hubertus Th.
11 Kiwiel, Krzysztof Czesław
11 Kunisch, Karl
11 Laurent, Monique
11 Lu, Zhaosong
11 Nemirovski, Arkadi S.
11 Wächter, Andreas
11 Zhang, Yin
10 Anitescu, Mihai
10 Anstreicher, Kurt M.
10 Leyffer, Sven
10 Parrilo, Pablo A.
10 Rockafellar, Ralph Tyrrell
10 Tapia, Richard A.
10 Terlaky, Tamás
10 Torczon, Virginia J.
10 Yang, Xiaoqi
10 Yao, Jen-Chih
10 Yuan, Ya-xiang
9 Andreani, Roberto
9 Daniilidis, Aris
9 Dentcheva, Darinka
9 Fletcher, Roger
9 Freund, Robert M.
9 Gill, Philip E.
9 Gonzaga, Clovis C.
9 Kočvara, Michal
9 Peña, Javier F.
9 Rinaldi, Francesco
9 Ruszczyński, Andrzej
9 Schultz, Rüdiger
9 Tsuchiya, Takashi
9 Ulbrich, Michael
9 Wets, Roger Jean-Baptiste
9 Wolkowicz, Henry
9 Zhao, Yunbin
8 Burer, Samuel
...and 2,553 more Authors
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Fields

2,269 Operations research, mathematical programming (90-XX)
990 Numerical analysis (65-XX)
709 Calculus of variations and optimal control; optimization (49-XX)
184 Computer science (68-XX)
120 Operator theory (47-XX)
102 Convex and discrete geometry (52-XX)
88 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
78 Statistics (62-XX)
77 Linear and multilinear algebra; matrix theory (15-XX)
56 Functional analysis (46-XX)
53 Systems theory; control (93-XX)
49 Algebraic geometry (14-XX)
47 Real functions (26-XX)
46 Combinatorics (05-XX)
43 Global analysis, analysis on manifolds (58-XX)
40 Partial differential equations (35-XX)
40 Probability theory and stochastic processes (60-XX)
38 Approximations and expansions (41-XX)
28 Information and communication theory, circuits (94-XX)
26 Ordinary differential equations (34-XX)
24 Mechanics of deformable solids (74-XX)
18 Biology and other natural sciences (92-XX)
15 Number theory (11-XX)
14 Dynamical systems and ergodic theory (37-XX)
13 Field theory and polynomials (12-XX)
12 Commutative algebra (13-XX)
12 General topology (54-XX)
7 Measure and integration (28-XX)
7 Several complex variables and analytic spaces (32-XX)
7 Differential geometry (53-XX)
7 Mechanics of particles and systems (70-XX)
6 Nonassociative rings and algebras (17-XX)
5 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 Group theory and generalizations (20-XX)
2 Geometry (51-XX)
2 Statistical mechanics, structure of matter (82-XX)
1 History and biography (01-XX)
1 Category theory; homological algebra (18-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

2,265 Publications have been cited 50,823 times in 22,678 Documents Cited by Year
Global optimization with polynomials and the problem of moments. Zbl 1010.90061
Lasserre, Jean B.
591
2001
Strong convergence of a proximal-type algorithm in a Banach space. Zbl 1101.90083
Kamimura, Shoji; Takahashi, Wataru
434
2003
A singular value thresholding algorithm for matrix completion. Zbl 1201.90155
Cai, Jian-Feng; Candès, Emmanuel J.; Shen, Zuowei
407
2010
A new conjugate gradient method with guaranteed descent and an efficient line search. Zbl 1093.90085
Hager, William W.; Zhang, Hongchao
366
2005
The primal-dual active set strategy as a semismooth Newton method. Zbl 1080.90074
Hintermüller, M.; Ito, K.; Kunisch, K.
362
2003
Global convergence properties of conjugate gradient methods for optimization. Zbl 0767.90082
Gilbert, Jean Charles; Nocedal, Jorge
343
1992
A nonlinear conjugate gradient method with a strong global convergence property. Zbl 0957.65061
Dai, Yuhong; Yuan, Yaxiang
340
1999
On the implementation of a primal-dual interior point method. Zbl 0773.90047
Mehrotra, Sanjay
305
1992
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.
289
1998
Cones of matrices and set-functions and 0-1 optimization. Zbl 0754.90039
Lovász, László; Schrijver, A.
284
1991
Robust stochastic approximation approach to stochastic programming. Zbl 1189.90109
Nemirovski, A.; Juditsky, A.; Lan, G.; Shapiro, A.
281
2009
The Barzilai and Borwein gradient method for the large scale unconstrained minimization problem. Zbl 0898.90119
Raydan, Marcos
279
1997
The sample average approximation method for stochastic discrete optimization. Zbl 0991.90090
Kleywegt, Anton J.; Shapiro, Alexander; Homem-de-Mello, Tito
267
2001
Nonmonotone spectral projected gradient methods on convex sets. Zbl 1047.90077
Birgin, Ernesto G.; Martínez, José Mario; Raydan, Marcos
260
2000
A nonmonotone line search technique and its application to unconstrained optimization. Zbl 1073.90024
Zhang, Hongchao; Hager, William W.
252
2004
An interior trust region approach for nonlinear minimization subject to bounds. Zbl 0855.65063
Coleman, Thomas F.; Li, Yuying
242
1996
The Łojasiewicz inequality for nonsmooth subanalytic functions with applications to subgradient dynamical systems. Zbl 1129.26012
Bolte, Jérôme; Daniilidis, Aris; Lewis, Adrian
223
2007
Efficiency of coordinate descent methods on huge-scale optimization problems. Zbl 1257.90073
Nesterov, Yu.
210
2012
Interior point methods in semidefinite programming with applications to combinatorial optimization. Zbl 0833.90087
Alizadeh, Farid
202
1995
Mesh adaptive direct search algorithms for constrained optimization. Zbl 1112.90078
Audet, Charles; Dennis, J. E. jun.
199
2006
Smoothing functions for second-order-cone complementarity problems. Zbl 0995.90094
Fukushima, Masao; Luo, Zhi-Quan; Tseng, Paul
196
2001
Primal-dual interior-point methods for self-scaled cones. Zbl 0922.90110
Nesterov, Yu. E.; Todd, M. J.
196
1998
Convex approximations of chance constrained programs. Zbl 1126.90056
Nemirovski, Arkadi; Shapiro, Alexander
193
2006
A D. C. optimization algorithm for solving the trust-region subproblem. Zbl 0913.65054
Tao, Pham Dinh; Le Thi Hoai An
182
1998
Globally convergent inexact Newton methods. Zbl 0814.65049
Eisenstat, Stanley C.; Walker, Homer F.
172
1994
On the convergence of pattern search algorithms. Zbl 0884.65053
Torczon, Virginia
172
1997
SNOPT: An SQP algorithm for large-scale constrained optimization. Zbl 1027.90111
Gill, Philip E.; Murray, Walter; Saunders, Michael A.
170
2002
A version of the bundle idea for minimizing a nonsmooth function: Conceptual idea, convergence analysis, numerical results. Zbl 0761.90090
Schramm, Helga; Zowe, Jochem
166
1992
Fixed-point continuation for \(\ell _1\)-minimization: methodology and convergence. Zbl 1180.65076
Hale, Elaine T.; Yin, Wotao; Zhang, Yin
166
2008
Robust solutions to uncertain semidefinite programs. Zbl 0960.93007
El Ghaoui, Laurent; Oustry, Francois; Lebret, Hervé
164
1998
Nonsmooth equations: Motivation and algorithms. Zbl 0784.90082
Pang, Jong-Shi; Qi, Liqun
160
1993
An interior-point method for semidefinite programming. Zbl 0853.65066
Helmberg, Christoph; Rendl, Franz; Vanderbei, Robert J.; Wolkowicz, Henry
156
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.
156
1998
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
153
2004
Interior-point methods for the monotone semidefinite linear complementarity problem in symmetric matrices. Zbl 0872.90098
Kojima, Masakazu; Shindoh, Susumu; Hara, Shinji
153
1997
Convergence analysis of a proximal-like minimization algorithm using Bregman functions. Zbl 0808.90103
Chen, Gong; Teboulle, Marc
153
1993
Benchmarking derivative-free optimization algorithms. Zbl 1187.90319
Moré, Jorge J.; Wild, Stefan M.
152
2009
A sample approximation approach for optimization with probabilistic constraints. Zbl 1177.90301
Luedtke, James; Ahmed, Shabbir
151
2008
Dual stochastic dominance and related mean-risk models. Zbl 1022.91017
Ogryczak, Włodzimierz; Ruszczynski, Andrzej
149
2002
An interior point algorithm for large-scale nonlinear programming. Zbl 0957.65057
Byrd, Richard H.; Hribar, Mary E.; Nocedal, Jorge
146
1999
Projected reflected gradient methods for monotone variational inequalities. Zbl 1314.47099
Malitsky, Yu.
146
2015
On augmented Lagrangian methods with general lower-level constraints. Zbl 1151.49027
Andreani, R.; Birgin, E. G.; Martínez, J. M.; Schuverdt, M. L.
145
2007
A spectral bundle method for semidefinite programming. Zbl 0960.65074
Helmberg, C.; Rendl, F.
144
2000
Clarke subgradients of stratifiable functions. Zbl 1142.49006
Bolte, Jérôme; Daniilidis, Aris; Lewis, Adrian; Shiota, Masahiro
141
2007
Characterizations of strong regularity for variational inequalities over polyhedral convex sets. Zbl 0899.49004
Dontchev, A. L.; Rockafellar, R. T.
138
1996
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.
137
2004
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.
136
1998
Rank-sparsity incoherence for matrix decomposition. Zbl 1226.90067
Chandrasekaran, Venkat; Sanghavi, Sujay; Parrilo, Pablo A.; Willsky, Alan S.
135
2011
On the global convergence of a filter-SQP algorithm. Zbl 1029.65063
Fletcher, Roger; Leyffer, Sven; Toint, Philippe L.
134
2002
A Newton-CG augmented Lagrangian method for semidefinite programming. Zbl 1213.90175
Zhao, Xin-Yuan; Sun, Defeng; Toh, Kim-Chuan
134
2010
Alternating direction method with Gaussian back substitution for separable convex programming. Zbl 1273.90152
He, Bingsheng; Tao, Min; Yuan, Xiaoming
133
2012
Optimization with stochastic dominance constraints. Zbl 1055.90055
Dentcheva, Darinka; Ruszczynski, Andrzej
133
2003
Co-coercivity and its role in the convergence of iterative schemes for solving variational inequalities. Zbl 0855.47043
Zhu, D. L.; Marcotte, P.
133
1996
Weak convergence of a relaxed and inertial hybrid projection-proximal point algorithm for maximal monotone operators in Hilbert space. Zbl 1079.90096
Alvarez, Felipe
132
2004
Convergence properties of a regularization scheme for mathematical programs with complementarity constraints. Zbl 1010.90086
Scholtes, Stefan
129
2001
Existence and approximation of fixed points of firmly nonexpansive-type mappings in Banach spaces. Zbl 1168.47047
Kohsaka, Fumiaki; Takahashi, Wataru
128
2008
A combined smoothing and regularization method for monotone second-order cone complementarity problems. Zbl 1114.90139
Hayashi, Shunsuke; Yamashita, Nobuo; Fukushima, Masao
127
2005
Strong convergence theorem by a hybrid method for nonexpansive mappings and Lipschitz-continuous monotone mappings. Zbl 1143.47047
Nadezhkina, Natalia; Takahashi, Wataru
126
2006
Recovering low-rank and sparse components of matrices from incomplete and noisy observations. Zbl 1218.90115
Tao, Min; Yuan, Xiaoming
123
2011
A robust gradient sampling algorithm for nonsmooth, nonconvex optimization. Zbl 1078.65048
Burke, James V.; Lewis, Adrian S.; Overton, Michael L.
121
2005
Approximation of the stability number of a graph via copositive programming. Zbl 1035.90058
de Klerk, E.; Pasechnik, D. V.
121
2002
Line search filter methods for nonlinear programming: motivation and global convergence. Zbl 1114.90128
Wächter, Andreas; Biegler, Lorenz T.
119
2005
A nonlinear conjugate gradient algorithm with an optimal property and an improved Wolfe line search. Zbl 1266.49065
Dai, Yu-Hong; Kou, Cai-Xia
118
2013
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
115
2002
A class of globally convergent optimization methods based on conservative convex separable approximations. Zbl 1035.90088
Svanberg, Krister
114
2002
Variable metric method for minimization. Zbl 0752.90062
Davidon, William C.
114
1991
On the convergence of a class of infeasible interior-point methods for the horizontal linear complementarity problem. Zbl 0803.90092
Zhang, Yin
113
1994
Incremental subgradient methods for nondifferentiable optimization. Zbl 0991.90099
Nedic, Angelia; Bertsekas, Dimitri P.
112
2001
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
111
2006
On the calmness of a class of multifunctions. Zbl 1028.49018
Henrion, René; Jourani, Abderrahim; Outrata, Jiri
108
2002
Analysis of generalized pattern searches. Zbl 1053.90118
Audet, Charles; Dennis, J. E. jun.
106
2003
A new merit function for nonlinear complementarity problems and a related algorithm. Zbl 0873.90096
Facchinei, Francisco; Soares, João
104
1997
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
104
2016
Optimal inequalities in probability theory: A convex optimization approach. Zbl 1077.60020
Bertsimas, Dimitris; Popescu, Ioana
103
2005
On extending some primal-dual interior-point algorithms from linear programming to semidefinite programming. Zbl 0913.65050
Zhang, Yin
103
1998
Primal–dual path-following algorithms for semidefinite programming. Zbl 0913.65051
Monteiro, Renato D. C.
101
1997
On the constant positive linear dependence condition and its application to SQP methods. Zbl 0999.90037
Qi, Liqun; Wei, Zengxin
96
2000
Low-rank matrix completion by Riemannian optimization. Zbl 1277.15021
Vandereycken, Bart
96
2013
Convergence analysis of alternating direction method of multipliers for a family of nonconvex problems. Zbl 1356.49061
Hong, Mingyi; Luo, Zhi-Quan; Razaviyayn, Meisam
94
2016
On the convergence of block coordinate descent type methods. Zbl 1297.90113
Beck, Amir; Tetruashvili, Luba
94
2013
A monotone+skew splitting model for composite monotone inclusions in duality. Zbl 1239.47053
Briceño-Arias, Luis M.; Combettes, Patrick L.
93
2011
On the global convergence of the BFGS method for nonconvex unconstrained optimization problems. Zbl 1010.90079
Li, Dong-Hui; Fukushima, Masao
93
2001
Newton’s method for large bound-constrained optimization problems. Zbl 0957.65064
Lin, Chih-Jen; Moré, Jorge J.
92
1999
Iterative methods for solving systems of variational inequalities in reflexive Banach spaces. Zbl 1250.47064
Kassay, Gábor; Reich, Simeon; Sabach, Shoham
91
2011
On implementing Mehrotra’s predictor-corrector interior-point method for linear programming. Zbl 0771.90066
Lustig, Irvin J.; Marsten, Roy E.; Shanno, David F.
91
1992
Newton’s method for multiobjective optimization. Zbl 1195.90078
Fliege, J.; Drummond, L. M. Graña; Svaiter, B. F.
90
2009
On the accurate identification of active constraints. Zbl 0960.90080
Facchinei, Francisco; Fischer, Andreas; Kanzow, Christian
90
1998
Convergence theory of nonlinear Newton-Krylov algorithms. Zbl 0814.65048
Brown, Peter N.; Saad, Youcef
89
1994
Convergence rates in forward–backward splitting. Zbl 0876.49009
Chen, George H-G.; Rockafellar, R. T.
89
1997
Global convergence of splitting methods for nonconvex composite optimization. Zbl 1330.90087
Li, Guoyin; Pong, Ting Kei
89
2015
Solving the trust-region subproblem using the Lanczos method. Zbl 1047.90510
Gould, Nicholas I. M.; Lucidi, Stefano; Roma, Massimo; Toint, Philippe L.
89
1999
A new active set algorithm for box constrained optimization. Zbl 1165.90570
Hager, William W.; Zhang, Hongchao
89
2006
Interior gradient and proximal methods for convex and conic optimization. Zbl 1113.90118
Auslender, Alfred; Teboulle, Marc
88
2006
Line search filter methods for nonlinear programming: local convergence. Zbl 1115.90056
Wächter, Andreas; Biegler, Lorenz T.
87
2005
Convergence of proximal-like algorithms. Zbl 0890.90151
Teboulle, Marc
87
1997
A unified convergence analysis of block successive minimization methods for nonsmooth optimization. Zbl 1273.90123
Razaviyayn, Meisam; Hong, Mingyi; Luo, Zhi-Quan
87
2013
Semismooth Newton methods for operator equations in function spaces. Zbl 1033.49039
Ulbrich, Michael
86
2003
Robust truss topology design via semidefinite programming. Zbl 0899.90133
Ben-Tal, A.; Nemirovski, A.
86
1997
New results on quadratic minimization. Zbl 1043.90064
Ye, Yinyu; Zhang, Shuzhong
85
2003
Convergence of the iterates of descent methods for analytic cost functions. Zbl 1092.90036
Absil, P.-A.; Mahony, R.; Andrews, B.
85
2005
Faster Lagrangian-based methods in convex optimization. Zbl 1486.90149
Sabach, Shoham; Teboulle, Marc
2
2022
Affinely adjustable robust linear complementarity problems. Zbl 1486.90135
Biefel, Christian; Liers, Frauke; Rolfes, Jan; Schmidt, Martin
1
2022
The ratio-cut polytope and K-means clustering. Zbl 1486.90120
De Rosa, Antonio; Khajavirad, Aida
1
2022
Hyperbolic relaxation of \(k\)-locally positive semidefinite matrices. Zbl 07516284
Blekherman, Grigoriy; Dey, Santanu S.; Shu, Kevin; Sun, Shengding
1
2022
Finite convergence of sum-of-squares hierarchies for the stability number of a graph. Zbl 1487.05259
Laurent, Monique; Vargas, Luis Felipe
1
2022
Zeroth-order regularized optimization (ZORO): approximately sparse gradients and adaptive sampling. Zbl 1491.90184
Cai, HanQin; McKenzie, Daniel; Yin, Wotao; Zhang, Zhenliang
1
2022
Fast decentralized nonconvex finite-sum optimization with recursive variance reduction. Zbl 1484.90090
Xin, Ran; Khan, Usman A.; Kar, Soummya
1
2022
A noise-tolerant quasi-Newton algorithm for unconstrained optimization. Zbl 1484.90117
Shi, Hao-Jun M.; Xie, Yuchen; Byrd, Richard; Nocedal, Jorge
1
2022
Distributionally robust second-order stochastic dominance constrained optimization with Wasserstein ball. Zbl 07534670
Mei, Yu; Liu, Jia; Chen, Zhiping
1
2022
Improved performance guarantees for orthogonal group synchronization via generalized power method. Zbl 07535634
Ling, Shuyang
1
2022
An accelerated method for derivative-free smooth stochastic convex optimization. Zbl 07543642
Gorbunov, Eduard; Dvurechensky, Pavel; Gasnikov, Alexander
1
2022
On the convergence of stochastic primal-dual hybrid gradient. Zbl 07543645
Alacaoglu, Ahmet; Fercoq, Olivier; Cevher, Volkan
1
2022
Distributionally robust two-stage stochastic programming. Zbl 07565250
Duque, Daniel; Mehrotra, Sanjay; Morton, David P.
1
2022
Sketched Newton-Raphson. Zbl 07565252
Yuan, Rui; Lazaric, Alessandro; Gower, Robert M.
1
2022
Generalized penalty and regularization method for differential variational-hemivariational inequalities. Zbl 07341863
Zhenhai; Motreanu, Dumitru; Zeng, Shengda
17
2021
Chordal-TSSOS: a moment-SOS hierarchy that exploits term sparsity with chordal extension. Zbl 1457.90106
Wang, Jie; Magron, Victor; Lasserre, Jean-Bernard
13
2021
TSSOS: a moment-SOS hierarchy that exploits term sparsity. Zbl 07305921
Wang, Jie; Magron, Victor; Lasserre, Jean-Bernard
12
2021
A primal-dual algorithm with line search for general convex-concave saddle point problems. Zbl 07351606
Hamedani, Erfan Yazdandoost; Aybat, Necdet Serhat
9
2021
Global convergence rate analysis of a generic line search algorithm with noise. Zbl 1470.90129
Berahas, A. S.; Cao, L.; Scheinberg, K.
6
2021
Well-posedness, optimal control, and sensitivity analysis for a class of differential variational-hemivariational inequalities. Zbl 1478.49022
Zeng, Shengda; Migórski, Stanisław; Liu, Zhenhai
6
2021
Riemannian optimization on the symplectic Stiefel manifold. Zbl 07364040
Gao, Bin; Son, Nguyen Thanh; Absil, P.-A.; Stykel, Tatjana
5
2021
Nonlinear forward-backward splitting with projection correction. Zbl 1477.90103
Giselsson, Pontus
5
2021
On a semismooth* Newton method for solving generalized equations. Zbl 1462.90141
Gfrerer, Helmut; Outrata, Jiří V.
5
2021
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
5
2021
Convergence and dynamical behavior of the ADAM algorithm for nonconvex stochastic optimization. Zbl 1465.90050
Barakat, Anas; Bianchi, Pascal
4
2021
Stochastic approximation for optimization in shape spaces. Zbl 1458.49034
Geiersbach, Caroline; Loayza-Romero, Estefania; Welker, Kathrin
4
2021
An interior-point approach for solving risk-averse PDE-constrained optimization problems with coherent risk measures. Zbl 1456.49005
Garreis, Sebastian; Surowiec, Thomas M.; Ulbrich, Michael
4
2021
Generalized momentum-based methods: a Hamiltonian perspective. Zbl 1462.90087
Diakonikolas, Jelena; Jordan, Michael I.
3
2021
On the intrinsic core of convex cones in real linear spaces. Zbl 1481.90253
Khazayel, Bahareh; Farajzadeh, Ali; Günther, Christian; Tammer, Christiane
3
2021
Mathematical foundations of distributionally robust multistage optimization. Zbl 1481.90242
Pichler, Alois; Shapiro, Alexander
3
2021
Genericity analysis of multi-leader-disjoint-followers game. Zbl 1476.91029
Aussel, Didier; Bouza, Gemayqzel; Dempe, Stephan; Lepaul, Sébastien
3
2021
A unified approach to mixed-integer optimization problems with logical constraints. Zbl 1479.90138
Bertsimas, Dimitris; Cory-Wright, Ryan; Pauphilet, Jean
3
2021
Approximations of countably infinite linear programs over bounded measure spaces. Zbl 1461.90070
Kuntz, Juan; Thomas, Philipp; Stan, Guy-Bart; Barahona, Mauricio
3
2021
Error bounds and singularity degree in semidefinite programming. Zbl 1462.90086
Sremac, Stefan; Woerdeman, Hugo J.; Wolkowicz, Henry
2
2021
Generalized Newton algorithms for tilt-stable minimizers in nonsmooth optimization. Zbl 1468.90132
Mordukhovich, Boris S.; Sarabi, M. Ebrahim
2
2021
Exact semidefinite programming bounds for packing problems. Zbl 07351611
Dostert, Maria; de Laat, David; Moustrou, Philippe
2
2021
Analysis and algorithms for some compressed sensing models based on L1/L2 minimization. Zbl 1470.90098
Zeng, Liaoyuan; Yu, Peiran; Pong, Ting Kei
2
2021
Equipping the Barzilai-Borwein method with the two dimensional quadratic termination property. Zbl 1481.90244
Huang, Ya-Kui; Dai, Yu-Hong; Liu, Xin-Wei
2
2021
The generalized Bregman distance. Zbl 07304310
Burachik, Regina S.; Dao, Minh N.; Lindstrom, Scott B.
2
2021
Variational analysis in normed spaces with applications to constrained optimization. Zbl 1459.49007
Mohammadi, Ashkan; Mordukhovich, Boris S.
2
2021
Approximate 1-norm minimization and minimum-rank structured sparsity for various generalized inverses via local search. Zbl 1472.90102
Xu, Luze; Fampa, Marcia; Lee, Jon; Ponte, Gabriel
2
2021
Necessary and sufficient optimality conditions in DC semi-infinite programming. Zbl 07330002
Correa, Rafael; López, M. A.; Pérez-Aros, Pedro
1
2021
The convergence of the generalized Lanczos trust-region method for the trust-region subproblem. Zbl 1462.90083
Jia, Zhongxiao; Wang, Fa
1
2021
The condition number of Riemannian approximation problems. Zbl 1462.90133
Breiding, Paul; Vannieuwenhoven, Nick
1
2021
Multilevel composite stochastic optimization via nested variance reduction. Zbl 07341862
Zhang, Junyu; Xiao, Lin
1
2021
Horizon maps and graphical convergence revisited. Zbl 07351607
López, Rubén; Sama, Miguel
1
2021
Reformulation of the M-stationarity conditions as a system of discontinuous equations and its solution by a semismooth Newton method. Zbl 1467.49024
Harder, Felix; Mehlitz, Patrick; Wachsmuth, Gerd
1
2021
Attouch-Théra duality, generalized cycles, and gap vectors. Zbl 07384486
Alwadani, Salihah; Bauschke, Heinz; Wang, Xianfu
1
2021
The structure of conservative gradient fields. Zbl 1471.49013
Lewis, Adrian S.; Tian, Tonghua
1
2021
Stochastic dynamic linear programming: a sequential sampling algorithm for multistage stochastic linear programming. Zbl 1477.90047
Gangammanavar, Harsha; Sen, Suvrajeet
1
2021
Optimizing hypergraph-based polynomials modeling job-occupancy in queuing with redundancy scheduling. Zbl 1477.90056
Brosch, D.; Laurent, M.; Steenkamp, A.
1
2021
An SQP method for equality constrained optimization on Hilbert manifolds. Zbl 1477.90122
Schiela, Anton; Ortiz, Julian
1
2021
Conditional gradient methods for convex optimization with general affine and nonlinear constraints. Zbl 1479.90157
Lan, Guanghui; Romeijn, Edwin; Zhou, Zhiqiang
1
2021
A Lagrange multiplier expression method for bilevel polynomial optimization. Zbl 07414054
Nie, Jiawang; Wang, Li; Ye, Jane J.; Zhong, Suhan
1
2021
Optimality conditions for convex stochastic optimization problems in Banach spaces with almost sure state constraints. Zbl 1484.90055
Geiersbach, Caroline; Wollner, Winnifried
1
2021
Efficient search of first-order Nash equilibria in nonconvex-concave smooth min-max problems. Zbl 1480.91016
Ostrovskii, Dmitrii M.; Lowy, Andrew; Razaviyayn, Meisam
1
2021
An optimal algorithm for decentralized finite-sum optimization. Zbl 07421063
Hendrikx, Hadrien; Bach, Francis; Massoulié, Laurent
1
2021
Distance-sparsity transference for vertices of corner polyhedra. Zbl 1458.90475
Aliev, Iskander; Celaya, Marcel; Henk, Martin; Williams, Aled
1
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
An exact algorithmic framework for a class of mixed-integer programs with equilibrium constraints. Zbl 1458.90482
Dan, Teodora; Lodi, Andrea; Marcotte, Patrice
1
2021
On high-order multilevel optimization strategies. Zbl 1458.90586
Calandra, Henri; Gratton, Serge; Riccietti, Elisa; Vasseur, Xavier
1
2021
Optimization of quasi-convex function over product measure sets. Zbl 1469.46004
Stenger, Jérôme; Gamboa, Fabrice; Keller, Merlin
1
2021
Parallel stochastic asynchronous coordinate descent: tight bounds on the possible parallelism. Zbl 1458.90510
Cheung, Yun Kuen; Cole, Richard J.; Tao, Yixin
1
2021
Distributionally robust partially observable Markov decision process with moment-based ambiguity. Zbl 1458.90633
Nakao, Hideaki; Jiang, Ruiwei; Shen, Siqian
1
2021
Spectral relaxations and branching strategies for global optimization of mixed-integer quadratic programs. Zbl 1458.90486
Nohra, Carlos J.; Raghunathan, Arvind U.; Sahinidis, Nikolaos
1
2021
Trust-region Newton-CG with strong second-order complexity guarantees for nonconvex optimization. Zbl 1461.90107
Curtis, Frank E.; Robinson, Daniel P.; Royer, Clément W.; Wright, Stephen J.
1
2021
Quadratic growth and strong metric subregularity of the subdifferential via subgradient graphical derivative. Zbl 1459.49009
Chieu, Nguyen Huy; Hien, Le Van; Nghia, Tran T. A.; Tuan, Ha Anh
1
2021
A generalized simplex method for integer problems given by verification oracles. Zbl 1461.90074
Chubanov, Sergei
1
2021
Greedy quasi-Newton methods with explicit superlinear convergence. Zbl 1461.90167
Rodomanov, Anton; Nesterov, Yurii
1
2021
Weakly convex optimization over Stiefel manifold using Riemannian subgradient-type methods. Zbl 07372957
Li, Xiao; Chen, Shixiang; Deng, Zengde; Qu, Qing; Zhu, Zhihui; Man-Cho So, Anthony
1
2021
Nonlinear conjugate gradient methods for PDE constrained shape optimization based on Steklov-Poincaré-type metrics. Zbl 1468.49046
Blauth, Sebastian
1
2021
Efficient algorithms for distributionally robust stochastic optimization with discrete scenario support. Zbl 1472.90080
Zhang, Zhe; Ahmed, Shabbir; Lan, Guanghui
1
2021
Characterizing convexity of images for quadratic-linear mappings with applications in nonconvex quadratic optimization. Zbl 07372963
Flores-Bazán, Fabián; Opazo, Felipe
1
2021
Unified acceleration of high-order algorithms under general Hölder continuity. Zbl 1483.65100
Song, Chaobing; Jiang, Yong; Ma, Yi
1
2021
A forward-backward splitting method for monotone inclusions without cocoercivity. Zbl 1445.47041
Malitsky, Yura; Tam, Matthew K.
28
2020
Douglas-Rachford splitting and ADMM for nonconvex optimization: tight convergence results. Zbl 1434.90158
Themelis, Andreas; Patrinos, Panagiotis
14
2020
A stochastic line search method with expected complexity analysis. Zbl 1431.90153
Paquette, Courtney; Scheinberg, Katya
14
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
11
2020
Noisy matrix completion: understanding statistical guarantees for convex relaxation via nonconvex optimization. Zbl 1477.90060
Chen, Yuxin; Chi, Yuejie; Fan, Jianqing; Ma, Cong; Yan, Yuling
11
2020
The boosted difference of convex functions algorithm for nonsmooth functions. Zbl 1461.65119
Aragón Artacho, Francisco J.; Vuong, Phan T.
10
2020
Newton-like inertial dynamics and proximal algorithms governed by maximally monotone operators. Zbl 1477.90058
Attouch, Hedy; László, Szilárd Csaba
9
2020
Proximal gradient method for nonsmooth optimization over the Stiefel manifold. Zbl 1434.90195
Chen, Shixiang; Ma, Shiqian; Man-Cho So, Anthony; Zhang, Tong
8
2020
Risk-averse models in bilevel stochastic linear programming. Zbl 1431.90099
Burtscheidt, Johanna; Claus, Matthias; Dempe, Stephan
8
2020
Inexact cuts in stochastic dual dynamic programming. Zbl 1430.90444
Guigues, Vincent
8
2020
Nonconvex robust low-rank matrix recovery. Zbl 07175265
Li, Xiao; Zhu, Zhihui; Man-Cho So, Anthony; Vidal, René
8
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.
8
2020
Operator splitting performance estimation: tight contraction factors and optimal parameter selection. Zbl 07248639
Ryu, Ernest K.; Taylor, Adrien B.; Bergeling, Carolina; Giselsson, Pontus
8
2020
Critical cones for sufficient second order conditions in PDE constrained optimization. Zbl 1431.35077
Casas, Eduardo; Mateos, Mariano
7
2020
The convex hull of a quadratic constraint over a polytope. Zbl 1453.90115
Santana, Asteroide; Dey, Santanu S.
7
2020
A single timescale stochastic approximation method for nested stochastic optimization. Zbl 1441.90106
Ghadimi, Saeed; Ruszczyński, Andrzej; Wang, Mengdi
7
2020
Scalable algorithms for the sparse ridge regression. Zbl 1458.90489
Xie, Weijun; Deng, Xinwei
7
2020
Robust accelerated gradient methods for smooth strongly convex functions. Zbl 1461.62145
Aybat, Necdet Serhat; Fallah, Alireza; Gürbüzbalaban, Mert; Ozdaglar, Asuman
7
2020
Primal-dual stochastic gradient method for convex programs with many functional constraints. Zbl 1445.90070
Xu, Yangyang
6
2020
Globally convergent type-I Anderson acceleration for nonsmooth fixed-point iterations. Zbl 07284421
Zhang, Junzi; O’Donoghue, Brendan; Boyd, Stephen
6
2020
Sharpness, restart, and acceleration. Zbl 1435.90109
Roulet, Vincent; d’Aspremont, Alexandre
6
2020
Finite convergence of proximal-gradient inertial algorithms combining dry friction with Hessian-driven damping. Zbl 1452.65103
Adly, Samir; Attouch, Hedy
6
2020
Solving chance-constrained problems via a smooth sample-based nonlinear approximation. Zbl 1448.90065
Peña-Ordieres, Alejandra; Luedtke, James R.; Wächter, Andreas
6
2020
Twice epi-differentiability of extended-real-valued functions with applications in composite optimization. Zbl 1448.49024
Mohammadi, Ashkan; Sarabi, M. Ebrahim
6
2020
Distributionally robust stochastic dual dynamic programming. Zbl 1451.90109
Duque, Daniel; Morton, David P.
6
2020
Solving multiobjective mixed integer convex optimization problems. Zbl 1453.90139
De Santis, Marianna; Eichfelder, Gabriele; Niebling, Julia; Rocktäschel, Stefan
6
2020
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92 Kumam, Poom
89 Jeyakumar, Vaithilingam
85 Le Thi, Hoai An
85 Zhang, Liwei
80 Boţ, Radu Ioan
73 Chen, Jein-Shan
73 Jian, Jinbao
73 Kanzow, Christian
73 Li, Guoyin
71 López-Cerdá, Marco Antonio
71 Shehu, Yekini
70 Yuan, Xiaoming
69 Ceng, Lu-Chuan
69 Zhu, Detong
64 Huang, Zheng-Hai
64 Liu, Hongwei
62 Pham Dinh Tao
62 Toh, Kim Chuan
61 Cho, Yeol Je
61 Noor, Muhammad Aslam
60 Bauschke, Heinz H.
60 Han, Deren
57 Lasserre, Jean-Bernard
56 Sun, Defeng
55 Kheirfam, Behrouz
55 Ma, Changfeng
55 Pang, Jong-Shi
55 Xiu, Naihua
53 Dai, Yu-Hong
53 Huang, Nan-Jing
52 Pan, Shaohua
52 Solodov, Mikhail V.
51 Birgin, Ernesto G.
51 Chuong, Thai Doan
51 Fukushima, Masao
51 Zhang, Shuzhong
50 Attouch, Hedy
50 Pang, Liping
50 Teo, Kok Lay
49 Chen, Xiaojun
49 Toint, Philippe L.
49 Yuan, Gonglin
47 Dempe, Stephan
47 Hintermüller, Michael
47 Iusem, Alfredo Noel
47 Lucidi, Stefano
47 Wang, Shawn Xianfu
47 Wei, Zengxin
46 Ansari, Qamrul Hasan
46 Terlaky, Tamás
46 Yuan, Ya-xiang
45 Csetnek, Ernö Robert
45 Dang Van Hieu
45 Outrata, Jiří V.
44 Bai, Yanqin
44 Dương Việt Thông
44 Lee, Gue Myung
44 Xia, Yong
43 Goberna, Miguel Angel
42 de Klerk, Etienne
42 Kunisch, Karl
42 Sun, Jie
42 Takahashi, Wataru
41 Gondzio, Jacek
41 Li, Donghui
41 Mewomo, Oluwatosin Temitope
41 Nie, Jiawang
41 Santos, Sandra Augusta
41 Xu, Huifu
40 Cholamjiak, Prasit
40 Dong, Qiaoli
40 Ferreira, Orizon Pereira
40 Monteiro, Renato D. C.
40 Ye, Yinyu
40 Zhou, Jinchuan
39 Babaie-Kafaki, Saman
39 Cánovas, María Josefa
39 Hantoute, Abderrahim
38 Liu, Sanyang
38 Parra, Juan
38 Phan Quôc Khánh
38 Wen, Chingfeng
38 Yang, Xinmin
38 Yin, Gang George
37 Andreani, Roberto
37 Combettes, Patrick L.
37 Kruger, Alexander Y.
37 Nesterov, Yurii
37 Tunçel, Levent
37 Ye, Jane J.
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36 Wu, Soon-Yi
36 Yin, Wotao
35 Henrion, René
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