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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: Journal; Indexed cover-to-cover
Documents Indexed: 2,688 Publications (since 1991)
References Indexed: 1,077 Publications with 43,033 References.
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Latest Issues

34, No. 1 (2024)
33, No. 4 (2023)
33, No. 3 (2023)
33, No. 2 (2023)
33, No. 1 (2023)
32, No. 4 (2022)
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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)
...and 33 more Volumes
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Authors

32 Monteiro, Renato D. C.
30 Ng, Kung-Fu
28 Toh, Kim Chuan
27 Mordukhovich, Boris S.
27 Sun, Defeng
25 Tseng, Paul
24 Li, Chong
23 Ye, Jane J.
22 Nocedal, Jorge
22 Toint, Philippe Louis
21 Chen, Xiaojun
20 Kanzow, Christian
20 Luo, Zhi-Quan
20 Pang, Jong-Shi
20 Zhang, Shuzhong
20 Zheng, Xiyin
19 Lewis, Adrian S.
19 Qi, Liqun
18 Byrd, Richard H.
18 Fukushima, Masao
18 Lasserre, Jean-Bernard
18 Solodov, Mikhail V.
17 Beck, Amir
17 Dennis, John E. jun.
17 Lan, Guanghui
17 López-Cerdá, Marco Antonio
17 Lucidi, Stefano
17 Nesterov, Yurii
16 Bauschke, Heinz H.
16 Curtis, Frank E.
16 Martínez, José Mario
16 Wang, Shawn Xianfu
15 Audet, Charles
15 Kojima, Masakazu
15 Li, Duan
15 Lu, Zhaosong
15 Potra, Florian-Alexandru
15 Shapiro, Alexander
15 Wright, Stephen J.
14 de Klerk, Etienne
14 Gould, Nicholas Ian Mark
14 Mehrotra, Sanjay
14 Pong, Ting Kei
14 Robinson, Daniel P.
14 Teboulle, Marc
14 Xu, Huifu
14 Ye, Yinyu
13 Attouch, Hedy
13 Burke, James V.
13 Hintermüller, Michael
13 Izmailov, Alekseĭ F.
13 Li, Guoyin
13 Nie, Jiawang
13 Roos, Cornelis
13 Svaiter, Benar Fux
13 Vicente, Luis Nunes
12 Ben-Tal, Aharon
12 Bertsekas, Dimitri Panteli
12 Dey, Santanu Subhas
12 Gfrerer, Helmut
12 Jeyakumar, Vaithilingam
12 Outrata, Jiří V.
12 Parrilo, Pablo A.
12 Sun, Jie
12 Yang, Xiaoqi
11 Borwein, Jonathan Michael
11 Jongen, Hubertus Th.
11 Kiwiel, Krzysztof Czesław
11 Kunisch, Karl
11 Laurent, Monique
11 Nemirovski, Arkadi S.
11 Wächter, Andreas
11 Zhang, Yin
10 Anitescu, Mihai
10 Anstreicher, Kurt M.
10 Dentcheva, Darinka
10 Leyffer, Sven
10 Peña, Javier F.
10 Rockafellar, Ralph Tyrrell
10 Ruszczyński, Andrzej
10 Sagastizábal, Claudia A.
10 Tapia, Richard A.
10 Terlaky, Tamás
10 Torczon, Virginia J.
10 Ulbrich, Michael
10 Yao, Jen-Chih
10 Yuan, Ya-xiang
9 Andreani, Roberto
9 Daniilidis, Aris
9 Drusvyatskiy, Dmitriy
9 Fletcher, Roger
9 Gill, Philip E.
9 Gonzaga, Clóvis Caesar
9 Kočvara, Michal
9 Rinaldi, Francesco
9 Schultz, Rüdiger
9 Tsuchiya, Takashi
9 Weismantel, Robert
9 Wets, Roger Jean-Baptiste
9 Wolkowicz, Henry
...and 2,780 more Authors
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Fields

2,435 Operations research, mathematical programming (90-XX)
1,048 Numerical analysis (65-XX)
771 Calculus of variations and optimal control; optimization (49-XX)
203 Computer science (68-XX)
129 Operator theory (47-XX)
108 Convex and discrete geometry (52-XX)
96 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
87 Statistics (62-XX)
82 Linear and multilinear algebra; matrix theory (15-XX)
62 Functional analysis (46-XX)
60 Systems theory; control (93-XX)
56 Real functions (26-XX)
53 Algebraic geometry (14-XX)
47 Combinatorics (05-XX)
46 Global analysis, analysis on manifolds (58-XX)
43 Partial differential equations (35-XX)
41 Probability theory and stochastic processes (60-XX)
40 Approximations and expansions (41-XX)
28 Ordinary differential equations (34-XX)
28 Information and communication theory, circuits (94-XX)
25 Mechanics of deformable solids (74-XX)
18 Number theory (11-XX)
18 Biology and other natural sciences (92-XX)
17 Dynamical systems and ergodic theory (37-XX)
13 Field theory and polynomials (12-XX)
13 Commutative algebra (13-XX)
13 General topology (54-XX)
9 Differential geometry (53-XX)
7 Mathematical logic and foundations (03-XX)
7 Measure and integration (28-XX)
7 Several complex variables and analytic spaces (32-XX)
7 Mechanics of particles and systems (70-XX)
6 Nonassociative rings and algebras (17-XX)
4 Manifolds and cell complexes (57-XX)
4 Fluid mechanics (76-XX)
4 Classical thermodynamics, heat transfer (80-XX)
4 Quantum theory (81-XX)
3 Order, lattices, ordered algebraic structures (06-XX)
3 Difference and functional equations (39-XX)
3 Optics, electromagnetic theory (78-XX)
2 General and overarching topics; collections (00-XX)
2 Group theory and generalizations (20-XX)
2 Integral equations (45-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 Algebraic topology (55-XX)
1 Geophysics (86-XX)
1 Mathematics education (97-XX)

Publications by Year

Citations contained in zbMATH Open

2,448 Publications have been cited 62,254 times in 26,933 Documents Cited by Year
Global optimization with polynomials and the problem of moments. Zbl 1010.90061
Lasserre, Jean B.
706
2001
A singular value thresholding algorithm for matrix completion. Zbl 1201.90155
Cai, Jian-Feng; Candès, Emmanuel J.; Shen, Zuowei
519
2010
Strong convergence of a proximal-type algorithm in a Banach space. Zbl 1101.90083
Kamimura, Shoji; Takahashi, Wataru
463
2003
A nonlinear conjugate gradient method with a strong global convergence property. Zbl 0957.65061
Dai, Yuhong; Yuan, Yaxiang
458
1999
A new conjugate gradient method with guaranteed descent and an efficient line search. Zbl 1093.90085
Hager, William W.; Zhang, Hongchao
437
2005
The primal-dual active set strategy as a semismooth Newton method. Zbl 1080.90074
Hintermüller, M.; Ito, K.; Kunisch, K.
428
2003
Global convergence properties of conjugate gradient methods for optimization. Zbl 0767.90082
Gilbert, Jean Charles; Nocedal, Jorge
396
1992
Robust stochastic approximation approach to stochastic programming. Zbl 1189.90109
Nemirovski, A.; Juditsky, A.; Lan, G.; Shapiro, A.
378
2009
The sample average approximation method for stochastic discrete optimization. Zbl 0991.90090
Kleywegt, Anton J.; Shapiro, Alexander; Homem-de-Mello, Tito
346
2001
On the implementation of a primal-dual interior point method. Zbl 0773.90047
Mehrotra, Sanjay
342
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.
336
1998
The Barzilai and Borwein gradient method for the large scale unconstrained minimization problem. Zbl 0898.90119
Raydan, Marcos
326
1997
Cones of matrices and set-functions and 0-1 optimization. Zbl 0754.90039
Lovász, László; Schrijver, A.
319
1991
A nonmonotone line search technique and its application to unconstrained optimization. Zbl 1073.90024
Zhang, Hongchao; Hager, William W.
306
2004
Nonmonotone spectral projected gradient methods on convex sets. Zbl 1047.90077
Birgin, Ernesto G.; Martínez, José Mario; Raydan, Marcos
297
2000
The Łojasiewicz inequality for nonsmooth subanalytic functions with applications to subgradient dynamical systems. Zbl 1129.26012
Bolte, Jérôme; Daniilidis, Aris; Lewis, Adrian
293
2007
Efficiency of coordinate descent methods on huge-scale optimization problems. Zbl 1257.90073
Nesterov, Yu.
269
2012
An interior trust region approach for nonlinear minimization subject to bounds. Zbl 0855.65063
Coleman, Thomas F.; Li, Yuying
264
1996
Mesh adaptive direct search algorithms for constrained optimization. Zbl 1112.90078
Audet, Charles; Dennis, J. E. jun.
250
2006
Convex approximations of chance constrained programs. Zbl 1126.90056
Nemirovski, Arkadi; Shapiro, Alexander
228
2006
A D. C. optimization algorithm for solving the trust-region subproblem. Zbl 0913.65054
Tao, Pham Dinh; Le Thi Hoai An
224
1998
Interior point methods in semidefinite programming with applications to combinatorial optimization. Zbl 0833.90087
Alizadeh, Farid
222
1995
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
217
2004
Smoothing functions for second-order-cone complementarity problems. Zbl 0995.90094
Fukushima, Masao; Luo, Zhi-Quan; Tseng, Paul
215
2001
Primal-dual interior-point methods for self-scaled cones. Zbl 0922.90110
Nesterov, Yu. E.; Todd, M. J.
215
1998
Normal-boundary intersection: A new method for generating the Pareto surface in nonlinear multicriteria optimization problems. Zbl 0911.90287
Das, Indraneel; Dennis, J. E.
203
1998
On the convergence of pattern search algorithms. Zbl 0884.65053
Torczon, Virginia
198
1997
Benchmarking derivative-free optimization algorithms. Zbl 1187.90319
Moré, Jorge J.; Wild, Stefan M.
198
2009
Projected reflected gradient methods for monotone variational inequalities. Zbl 1314.47099
Malitsky, Yu.
195
2015
Globally convergent inexact Newton methods. Zbl 0814.65049
Eisenstat, Stanley C.; Walker, Homer F.
191
1994
Clarke subgradients of stratifiable functions. Zbl 1142.49006
Bolte, Jérôme; Daniilidis, Aris; Lewis, Adrian; Shiota, Masahiro
190
2007
SNOPT: An SQP algorithm for large-scale constrained optimization. Zbl 1027.90111
Gill, Philip E.; Murray, Walter; Saunders, Michael A.
186
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
185
1992
Robust solutions to uncertain semidefinite programs. Zbl 0960.93007
El Ghaoui, Laurent; Oustry, Francois; Lebret, Hervé
185
1998
A sample approximation approach for optimization with probabilistic constraints. Zbl 1177.90301
Luedtke, James; Ahmed, Shabbir
184
2008
Fixed-point continuation for \(\ell _1\)-minimization: methodology and convergence. Zbl 1180.65076
Hale, Elaine T.; Yin, Wotao; Zhang, Yin
184
2008
A spectral bundle method for semidefinite programming. Zbl 0960.65074
Helmberg, C.; Rendl, F.
183
2000
Convergence analysis of a proximal-like minimization algorithm using Bregman functions. Zbl 0808.90103
Chen, Gong; Teboulle, Marc
182
1993
An interior point algorithm for large-scale nonlinear programming. Zbl 0957.65057
Byrd, Richard H.; Hribar, Mary E.; Nocedal, Jorge
181
1999
Weak convergence of a relaxed and inertial hybrid projection-proximal point algorithm for maximal monotone operators in Hilbert space. Zbl 1079.90096
Alvarez, Felipe
179
2004
An interior-point method for semidefinite programming. Zbl 0853.65066
Helmberg, Christoph; Rendl, Franz; Vanderbei, Robert J.; Wolkowicz, Henry
173
1996
On augmented Lagrangian methods with general lower-level constraints. Zbl 1151.49027
Andreani, R.; Birgin, E. G.; Martínez, J. M.; Schuverdt, M. L.
172
2007
Dual stochastic dominance and related mean-risk models. Zbl 1022.91017
Ogryczak, Włodzimierz; Ruszczynski, Andrzej
165
2002
Nonsmooth equations: Motivation and algorithms. Zbl 0784.90082
Pang, Jong-Shi; Qi, Liqun
164
1993
A Newton-CG augmented Lagrangian method for semidefinite programming. Zbl 1213.90175
Zhao, Xin-Yuan; Sun, Defeng; Toh, Kim-Chuan
162
2010
Interior-point methods for the monotone semidefinite linear complementarity problem in symmetric matrices. Zbl 0872.90098
Kojima, Masakazu; Shindoh, Susumu; Hara, Shinji
161
1997
Alternating direction method with Gaussian back substitution for separable convex programming. Zbl 1273.90152
He, Bingsheng; Tao, Min; Yuan, Xiaoming
156
2012
Rank-sparsity incoherence for matrix decomposition. Zbl 1226.90067
Chandrasekaran, Venkat; Sanghavi, Sujay; Parrilo, Pablo A.; Willsky, Alan S.
155
2011
A class of globally convergent optimization methods based on conservative convex separable approximations. Zbl 1035.90088
Svanberg, Krister
154
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.
153
2004
A nonlinear conjugate gradient algorithm with an optimal property and an improved Wolfe line search. Zbl 1266.49065
Dai, Yu-Hong; Kou, Cai-Xia
153
2013
Characterizations of strong regularity for variational inequalities over polyhedral convex sets. Zbl 0899.49004
Dontchev, A. L.; Rockafellar, R. T.
151
1996
Optimization with stochastic dominance constraints. Zbl 1055.90055
Dentcheva, Darinka; Ruszczynski, Andrzej
149
2003
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.
149
1998
Recovering low-rank and sparse components of matrices from incomplete and noisy observations. Zbl 1218.90115
Tao, Min; Yuan, Xiaoming
148
2011
Stochastic first- and zeroth-order methods for nonconvex stochastic programming. Zbl 1295.90026
Ghadimi, Saeed; Lan, Guanghui
148
2013
Convergence properties of a regularization scheme for mathematical programs with complementarity constraints. Zbl 1010.90086
Scholtes, Stefan
147
2001
Co-coercivity and its role in the convergence of iterative schemes for solving variational inequalities. Zbl 0855.47043
Zhu, D. L.; Marcotte, P.
144
1996
Approximation of the stability number of a graph via copositive programming. Zbl 1035.90058
de Klerk, E.; Pasechnik, D. V.
144
2002
On the global convergence of a filter-SQP algorithm. Zbl 1029.65063
Fletcher, Roger; Leyffer, Sven; Toint, Philippe L.
144
2002
A robust gradient sampling algorithm for nonsmooth, nonconvex optimization. Zbl 1078.65048
Burke, James V.; Lewis, Adrian S.; Overton, Michael L.
142
2005
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
138
2016
A combined smoothing and regularization method for monotone second-order cone complementarity problems. Zbl 1114.90139
Hayashi, Shunsuke; Yamashita, Nobuo; Fukushima, Masao
137
2005
Existence and approximation of fixed points of firmly nonexpansive-type mappings in Banach spaces. Zbl 1168.47047
Kohsaka, Fumiaki; Takahashi, Wataru
136
2008
Strong convergence theorem by a hybrid method for nonexpansive mappings and Lipschitz-continuous monotone mappings. Zbl 1143.47047
Nadezhkina, Natalia; Takahashi, Wataru
135
2006
Line search filter methods for nonlinear programming: motivation and global convergence. Zbl 1114.90128
Wächter, Andreas; Biegler, Lorenz T.
135
2005
Variable metric method for minimization. Zbl 0752.90062
Davidon, William C.
134
1991
Newton’s method for multiobjective optimization. Zbl 1195.90078
Fliege, J.; Drummond, L. M. Graña; Svaiter, B. F.
134
2009
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
133
2006
EXTRA: an exact first-order algorithm for decentralized consensus optimization. Zbl 1328.90107
Shi, Wei; Ling, Qing; Wu, Gang; Yin, Wotao
131
2015
Convergence analysis of alternating direction method of multipliers for a family of nonconvex problems. Zbl 1356.49061
Hong, Mingyi; Luo, Zhi-Quan; Razaviyayn, Meisam
128
2016
Low-rank matrix completion by Riemannian optimization. Zbl 1277.15021
Vandereycken, Bart
128
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
125
2002
Incremental subgradient methods for nondifferentiable optimization. Zbl 0991.90099
Nedic, Angelia; Bertsekas, Dimitri P.
124
2001
On the convergence of block coordinate descent type methods. Zbl 1297.90113
Beck, Amir; Tetruashvili, Luba
123
2013
Convergence of the iterates of descent methods for analytic cost functions. Zbl 1092.90036
Absil, P.-A.; Mahony, R.; Andrews, B.
122
2005
On the convergence of a class of infeasible interior-point methods for the horizontal linear complementarity problem. Zbl 0803.90092
Zhang, Yin
121
1994
Optimal inequalities in probability theory: A convex optimization approach. Zbl 1077.60020
Bertsimas, Dimitris; Popescu, Ioana
121
2005
Global convergence of splitting methods for nonconvex composite optimization. Zbl 1330.90087
Li, Guoyin; Pong, Ting Kei
121
2015
Analysis of generalized pattern searches. Zbl 1053.90118
Audet, Charles; Dennis, J. E. jun.
119
2003
A proximal stochastic gradient method with progressive variance reduction. Zbl 1321.65016
Xiao, Lin; Zhang, Tong
117
2014
A monotone+skew splitting model for composite monotone inclusions in duality. Zbl 1239.47053
Briceño-Arias, Luis M.; Combettes, Patrick L.
115
2011
Convergence rates in forward–backward splitting. Zbl 0876.49009
Chen, George H-G.; Rockafellar, R. T.
114
1997
On the constant positive linear dependence condition and its application to SQP methods. Zbl 0999.90037
Qi, Liqun; Wei, Zengxin
114
2000
On the calmness of a class of multifunctions. Zbl 1028.49018
Henrion, René; Jourani, Abderrahim; Outrata, Jiri
113
2002
A new merit function for nonlinear complementarity problems and a related algorithm. Zbl 0873.90096
Facchinei, Francisco; Soares, João
112
1997
Iterative methods for solving systems of variational inequalities in reflexive Banach spaces. Zbl 1250.47064
Kassay, Gábor; Reich, Simeon; Sabach, Shoham
111
2011
On extending some primal-dual interior-point algorithms from linear programming to semidefinite programming. Zbl 0913.65050
Zhang, Yin
110
1998
Primal–dual path-following algorithms for semidefinite programming. Zbl 0913.65051
Monteiro, Renato D. C.
109
1997
On the global convergence of the BFGS method for nonconvex unconstrained optimization problems. Zbl 1010.90079
Li, Dong-Hui; Fukushima, Masao
108
2001
Proximal methods in vector optimization. Zbl 1093.90054
Bonnel, Henri; Iusem, Alfredo Noel; Svaiter, Benar Fux
107
2005
Solving the trust-region subproblem using the Lanczos method. Zbl 1047.90510
Gould, Nicholas I. M.; Lucidi, Stefano; Roma, Massimo; Toint, Philippe L.
106
1999
A unified convergence analysis of block successive minimization methods for nonsmooth optimization. Zbl 1273.90123
Razaviyayn, Meisam; Hong, Mingyi; Luo, Zhi-Quan
104
2013
Interior gradient and proximal methods for convex and conic optimization. Zbl 1113.90118
Auslender, Alfred; Teboulle, Marc
103
2006
Convergence theory of nonlinear Newton-Krylov algorithms. Zbl 0814.65048
Brown, Peter N.; Saad, Youcef
101
1994
A new active set algorithm for box constrained optimization. Zbl 1165.90570
Hager, William W.; Zhang, Hongchao
100
2006
On the complexity of nonnegative matrix factorization. Zbl 1206.65130
Vavasis, Stephen A.
100
2009
New proximal point algorithms for convex minimization. Zbl 0778.90052
Güler, Osman
100
1992
Newton’s method for large bound-constrained optimization problems. Zbl 0957.65064
Lin, Chih-Jen; Moré, Jorge J.
99
1999
A dynamical approach to an inertial forward-backward algorithm for convex minimization. Zbl 1295.90044
Attouch, Hédy; Peypouquet, Juan; Redont, Patrick
99
2014
A two-timescale stochastic algorithm framework for bilevel optimization: complexity analysis and application to actor-critic. Zbl 1516.90062
Hong, Mingyi; Wai, Hoi-To; Wang, Zhaoran; Yang, Zhuoran
5
2023
Convergence properties of an objective-function-free optimization regularization algorithm, including an \(\mathcal{O}(\epsilon^{-3/2})\) complexity bound. Zbl 1522.90200
Gratton, Serge; Jerad, Sadok; Toint, Philippe L.
3
2023
Policy mirror descent for regularized reinforcement learning: a generalized framework with linear convergence. Zbl 07702810
Zhan, Wenhao; Cen, Shicong; Huang, Baihe; Chen, Yuxin; Lee, Jason D.; Chi, Yuejie
3
2023
Iteration complexity of an inner accelerated inexact proximal augmented Lagrangian method based on the classical Lagrangian function. Zbl 07669688
Kong, Weiwei; Melo, Jefferson G.; Monteiro, Renato D. C.
2
2023
Constrained consensus-based optimization. Zbl 1517.35227
Borghi, Giacomo; Herty, Michael; Pareschi, Lorenzo
2
2023
On local minimizers of nonconvex homogeneous quadratically constrained quadratic optimization with at most two constraints. Zbl 1527.90179
Song, Mengmeng; Liu, Hongying; Wang, Jiulin; Xia, Yong
2
2023
Existence of solutions for deterministic bilevel games under a general Bayesian approach. Zbl 1519.91060
Salas, David; Svensson, Anton
2
2023
Certifying the absence of spurious local minima at infinity. Zbl 1522.90128
Josz, Cédric; Li, Xiaopeng
2
2023
Inertial proximal block coordinate method for a class of nonsmooth sum-of-ratios optimization problems. Zbl 1519.90182
Boţ, Radu Ioan; Dao, Minh N.; Li, Guoyin
2
2023
Optimal convergence rates for the proximal bundle method. Zbl 1519.90167
Díaz, Mateo; Grimmer, Benjamin
2
2023
The splitting algorithms by Ryu, by Malitsky-Tam, and by Campoy applied to normal cones of linear subspaces converge strongly to the projection onto the intersection. Zbl 07700282
Bauschke, Heinz H.; Singh, Shambhavi; Wang, Xianfu
2
2023
Alternating proximal-gradient steps for (stochastic) nonconvex-concave minimax problems. Zbl 1522.90257
Boţ, Radu Ioan; Böhm, Axel
2
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Constrained optimization in the presence of noise. Zbl 1522.90269
Oztoprak, Figen; Byrd, Richard; Nocedal, Jorge
2
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Exponential convergence of sum-of-squares hierarchies for trigonometric polynomials. Zbl 1522.14072
Bach, Francis; Rudi, Alessandro
2
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Survey descent: a multipoint generalization of gradient descent for nonsmooth optimization. Zbl 1516.90051
Han, X. Y.; Lewis, Adrian S.
1
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A unified analysis of descent sequences in weakly convex optimization, including convergence rates for bundle methods. Zbl 1516.90094
Atenas, Felipe; Sagastizábal, Claudia; Silva, Paulo J. S.; Solodov, Mikhail
1
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Geometric duality results and approximation algorithms for convex vector optimization problems. Zbl 07669686
Ararat, Çağin; Tekgül, Simay; Ulus, Firdevs
1
2023
ALESQP: an augmented Lagrangian equality-constrained SQP method for optimization with general constraints. Zbl 1516.90093
Antil, Harbir; Kouri, Drew P.; Ridzal, Denis
1
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Convex optimization problems on differentiable sets. Zbl 1510.49021
Zheng, Xi Yin
1
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Optimal self-concordant barriers for quantum relative entropies. Zbl 07760572
Fawzi, Hamza; Saunderson, James
1
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Bayesian distributionally robust optimization. Zbl 1530.90068
Shapiro, Alexander; Zhou, Enlu; Lin, Yifan
1
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A decomposition augmented Lagrangian method for low-rank semidefinite programming. Zbl 1522.90032
Wang, Yifei; Deng, Kangkang; Liu, Haoyang; Wen, Zaiwen
1
2023
A systematic approach to Lyapunov analyses of continuous-time models in convex optimization. Zbl 1522.90102
Moucer, Céline; Taylor, Adrien; Bach, Francis
1
2023
Graph topology invariant gradient and sampling complexity for decentralized and stochastic optimization. Zbl 1522.90099
Lan, Guanghui; Ouyang, Yuyuan; Zhou, Yi
1
2023
Space mapping for PDE constrained shape optimization. Zbl 1520.49019
Blauth, Sebastian
1
2023
A Newton-CG based augmented Lagrangian method for finding a second-order stationary point of nonconvex equality constrained optimization with complexity guarantees. Zbl 1522.65092
He, Chuan; Lu, Zhaosong; Pong, Ting Kei
1
2023
Riemannian Hamiltonian methods for min-max optimization on manifolds. Zbl 1521.65051
Han, Andi; Mishra, Bamdev; Jawanpuria, Pratik; Kumar, Pawan; Gao, Junbin
1
2023
Performance bounds for PDE-constrained optimization under uncertainty. Zbl 1521.65011
Chen, Peng; Royset, Johannes O.
1
2023
Nonlinear gradient mappings and stochastic optimization: a general framework with applications to heavy-tail noise. Zbl 1519.90136
Jakovetić, Dušan; Bajović, Dragana; Sahu, Anit Kumar; Kar, Soummya; Milošević, Nemanja; Stamenković, Dušan
1
2023
Construction of multivariate polynomial approximation kernels via semidefinite programming. Zbl 1519.90155
Kirschner, Felix; de Klerk, Etienne
1
2023
Minimizing a low-dimensional convex function over a high-dimensional cube. Zbl 1519.90170
Hunkenschröder, Christoph; Pokutta, Sebastian; Weismantel, Robert
1
2023
Mini-batch risk forms. Zbl 1519.90133
Dentcheva, Darinka; Ruszczyński, Andrzej
1
2023
Understanding a class of decentralized and federated optimization algorithms: a multirate feedback control perspective. Zbl 1519.90253
Zhang, Xinwei; Hong, Mingyi; Elia, Nicola
1
2023
Linear convergence of a proximal alternating minimization method with extrapolation for \(\ell_1\)-norm principal component analysis. Zbl 1517.49007
Wang, Peng; Liu, Huikang; So, Anthony Man-Cho
1
2023
Strong convergence for the alternating Halpern-Mann iteration in \(\mathrm{CAT}(0)\) spaces. Zbl 1519.47080
Dinis, Bruno; Pinto, Pedro
1
2023
A geodesic interior-point method for linear optimization over symmetric cones. Zbl 1519.90158
Permenter, Frank
1
2023
Primal-dual first-order methods for affinely constrained multi-block saddle point problems. Zbl 07702809
Zhang, Junyu; Wang, Mengdi; Hong, Mingyi; Zhang, Shuzhong
1
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Convergence of random reshuffling under the Kurdyka-Łojasiewicz inequality. Zbl 1519.90187
Li, Xiao; Milzarek, Andre; Qiu, Junwen
1
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Variational convexity of functions and variational sufficiency in optimization. Zbl 1517.49008
Khanh, Pham Duy; Mordukhovich, Boris S.; Phat, Vo Thanh
1
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Iteration-complexity of first-order augmented Lagrangian methods for convex conic programming. Zbl 1519.90175
Lu, Zhaosong; Zhou, Zirui
1
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Relative Lipschitz-like property of parametric systems via projectional coderivatives. Zbl 1520.49003
Yao, Wenfang; Yang, Xiaoqi
1
2023
Low-rank univariate sum of squares has no spurious local minima. Zbl 1522.90082
Legat, Benoît; Yuan, Chenyang; Parrilo, Pablo
1
2023
Random coordinate descent methods for nonseparable composite optimization. Zbl 1522.90088
Chorobura, Flavia; Necoara, Ion
1
2023
An accelerated method for derivative-free smooth stochastic convex optimization. Zbl 1494.90058
Gorbunov, Eduard; Dvurechensky, Pavel; Gasnikov, Alexander
8
2022
Faster Lagrangian-based methods in convex optimization. Zbl 1486.90149
Sabach, Shoham; Teboulle, Marc
7
2022
Simple and optimal methods for stochastic variational inequalities. I: Operator extrapolation. Zbl 1497.90204
Kotsalis, Georgios; Lan, Guanghui; Li, Tianjiao
6
2022
Distributed optimization based on gradient tracking revisited: enhancing convergence rate via surrogation. Zbl 07510407
Sun, Ying; Scutari, Gesualdo; Daneshmand, Amir
6
2022
Convergence rates of the heavy ball method for quasi-strongly convex optimization. Zbl 1508.65061
Aujol, J.-F.; Dossal, Ch.; Rondepierre, A.
5
2022
Anisotropic diffusion in consensus-based optimization on the sphere. Zbl 1509.65047
Fornasier, Massimo; Huang, Hui; Pareschi, Lorenzo; Sünnen, Philippe
5
2022
On the linear convergence of the multimarginal Sinkhorn algorithm. Zbl 1505.49037
Carlier, Guillaume
5
2022
On the convergence of stochastic primal-dual hybrid gradient. Zbl 1494.90075
Alacaoglu, Ahmet; Fercoq, Olivier; Cevher, Volkan
5
2022
Optimization under rare chance constraints. Zbl 1493.90116
Tong, Shanyin; Subramanyam, Anirudh; Rao, Vishwas
5
2022
A noise-tolerant quasi-Newton algorithm for unconstrained optimization. Zbl 1484.90117
Shi, Hao-Jun M.; Xie, Yuchen; Byrd, Richard; Nocedal, Jorge
5
2022
Riemannian conjugate gradient methods: general framework and specific algorithms with convergence analyses. Zbl 1506.65079
Sato, Hiroyuki
4
2022
Fast decentralized nonconvex finite-sum optimization with recursive variance reduction. Zbl 1484.90090
Xin, Ran; Khan, Usman A.; Kar, Soummya
4
2022
Sketched Newton-Raphson. Zbl 1496.90112
Yuan, Rui; Lazaric, Alessandro; Gower, Robert M.
4
2022
Improved performance guarantees for orthogonal group synchronization via generalized power method. Zbl 1493.90145
Ling, Shuyang
4
2022
The ratio-cut polytope and K-means clustering. Zbl 1486.90120
De Rosa, Antonio; Khajavirad, Aida
4
2022
Sum-of-squares hierarchies for polynomial optimization and the Christoffel-Darboux kernel. Zbl 1507.90124
Slot, Lucas
3
2022
Effective scenarios in multistage distributionally robust optimization with a focus on total variation distance. Zbl 1496.90049
Rahimian, Hamed; Bayraksan, Güzin; Homem De-Mello, Tito
3
2022
From the ravine method to the Nesterov method and vice versa: a dynamical system perspective. Zbl 1503.37098
Attouch, Hedy; Fadili, Jalal
3
2022
Amenable cones are particularly nice. Zbl 1501.90068
Lourenço, Bruno F.; Roshchina, Vera; Saunderson, James
3
2022
Stochastic difference-of-convex-functions algorithms for nonconvex programming. Zbl 1501.90074
Le Thi, Hoai An; Huynh, Van Ngai; Dinh, Tao Pham; Hau Luu, Hoang Phuc
3
2022
Hyperbolic relaxation of \(k\)-locally positive semidefinite matrices. Zbl 07516284
Blekherman, Grigoriy; Dey, Santanu S.; Shu, Kevin; Sun, Shengding
3
2022
Stochastic multilevel composition optimization algorithms with level-independent convergence rates. Zbl 1491.90155
Balasubramanian, Krishnakumar; Ghadimi, Saeed; Nguyen, Anthony
3
2022
Distributed variable sample-size gradient-response and best-response schemes for stochastic Nash equilibrium problems. Zbl 1487.91003
Lei, Jinlong; Shanbhag, Uday V.
3
2022
Symmetry reduction in AM/GM-based optimization. Zbl 1487.14124
Moustrou, Philippe; Naumann, Helen; Riener, Cordian; Theobald, Thorsten; Verdure, Hugues
3
2022
Fenchel duality and a separation theorem on Hadamard manifolds. Zbl 07534676
Silva Louzeiro, Maurício; Bergmann, Ronny; Herzog, Roland
3
2022
A proximal quasi-Newton trust-region method for nonsmooth regularized optimization. Zbl 1493.90139
Aravkin, Aleksandr Y.; Baraldi, Robert; Orban, Dominique
3
2022
Simple and optimal methods for stochastic variational inequalities. II: Markovian noise and policy evaluation in reinforcement learning. Zbl 1493.90205
Kotsalis, Georgios; Lan, Guanghui; Li, Tianjiao
3
2022
Affinely adjustable robust linear complementarity problems. Zbl 1486.90135
Biefel, Christian; Liers, Frauke; Rolfes, Jan; Schmidt, Martin
3
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From calmness to Hoffman constants for linear semi-infinite inequality systems. Zbl 1507.90176
Camacho, J.; Cánovas, M. J.; Parra, J.
2
2022
Distributionally robust two-stage stochastic programming. Zbl 1496.90043
Duque, Daniel; Mehrotra, Sanjay; Morton, David P.
2
2022
Golden ratio primal-dual algorithm with linesearch. Zbl 1496.90053
Chang, Xiao-Kai; Yang, Junfeng; Zhang, Hongchao
2
2022
First-order methods for problems with \(O(1)\) functional constraints can have almost the same convergence rate as for unconstrained problems. Zbl 1509.65054
Xu, Yangyang
2
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Pivot rules for circuit-augmentation algorithms in linear optimization. Zbl 1500.90022
De Loera, Jesús A.; Kafer, Sean; Sanità, Laura
2
2022
Scaled, inexact, and adaptive generalized FISTA for strongly convex optimization. Zbl 1506.65078
Rebegoldi, Simone; Calatroni, Luca
2
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High-order optimization methods for fully composite problems. Zbl 1507.65099
Doikov, Nikita; Nesterov, Yurii
2
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Finite convergence of sum-of-squares hierarchies for the stability number of a graph. Zbl 1487.05259
Laurent, Monique; Vargas, Luis Felipe
2
2022
A subspace acceleration method for minimization involving a group sparsity-inducing regularizer. Zbl 1491.90157
Curtis, Frank E.; Dai, Yutong; Robinson, Daniel P.
2
2022
The Bregman proximal average. Zbl 1501.49013
Wang, Xianfu; Bauschke, Heinz H.
2
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Partial smoothness and constant rank. Zbl 1490.90285
Lewis, A. S.; Liang, Jingwei; Tian, Tonghua
2
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Corrigendum to: “Critical cones for sufficient second order conditions in PDE constrained optimization”. Zbl 1484.35268
Casas, Eduardo; Mateos, Mariano
2
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Bayesian optimization with expensive integrands. Zbl 07510409
Toscano-Palmerin, Saul; Frazier, Peter I.
2
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Active-set identification with complexity guarantees of an almost cyclic 2-coordinate descent method with Armijo line search. Zbl 1493.90100
Cristofari, Andrea
2
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Differentially private accelerated optimization algorithms. Zbl 07534674
Kuru, Nurdan; İlker Birbil, Ş.; Gürbüzbalaban, Mert; Yildirim, Sinan
2
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Sequential quadratic optimization for nonlinear optimization problems on Riemannian manifolds. Zbl 1517.65050
Obara, Mitsuaki; Okuno, Takayuki; Takeda, Akiko
2
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Convexification with bounded gap for randomly projected quadratic optimization. Zbl 1493.90122
Fuji, Terunari; Poirion, Pierre-Louis; Takeda, Akiko
2
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Openness, Hölder metric regularity, and Hölder continuity properties of semialgebraic set-valued maps. Zbl 1489.90193
Lee, Jae Hyoung; Pham, Tien-Son
2
2022
On the divergence of decentralized nonconvex optimization. Zbl 1508.90068
Hong, Mingyi; Zeng, Siliang; Zhang, Junyu; Sun, Haoran
1
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Dynamic stochastic variational inequalities and convergence of discrete approximation. Zbl 1508.90109
Chen, Xiaojun; Shen, Jinglai
1
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Dual certificates and efficient rational sum-of-squares decompositions for polynomial optimization over compact sets. Zbl 1504.90091
Davis, Maria M.; Papp, Dávid
1
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Model-based derivative-free methods for convex-constrained optimization. Zbl 1506.65076
Hough, Matthew; Roberts, Lindon
1
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Preference robust modified optimized certainty equivalent. Zbl 07622377
Wu, Qiong; Xu, Huifu
1
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Extremal probability bounds in combinatorial optimization. Zbl 1507.90151
Padmanabhan, Divya; Ahipasaoglu, Selin Damla; Ramachandra, Arjun; Natarajan, Karthik
1
2022
Frank-Wolfe methods with an unbounded feasible region and applications to structured learning. Zbl 1508.90062
Wang, Haoyue; Lu, Haihao; Mazumder, Rahul
1
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Bregman proximal point algorithm revisited: a new inexact version and its inertial variant. Zbl 1496.90108
Yang, Lei; Toh, Kim-Chuan
1
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Difference-of-convex algorithms for a class of sparse group \(\ell_0\) regularized optimization problems. Zbl 1496.90097
Li, Wenjing; Bian, Wei; Toh, Kim-Chuan
1
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Potential function-based framework for minimizing gradients in convex and min-max optimization. Zbl 1496.90055
Diakonikolas, Jelena; Wang, Puqian
1
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Preference robust optimization for choice functions on the space of CDFs. Zbl 1495.90122
Haskell, William B.; Xu, Huifu; Huang, Wenjie
1
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Cited by 25,638 Authors

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127 Qi, Liqun
111 Kumam, Poom
111 Martínez, José Mario
107 Mordukhovich, Boris S.
102 Yang, Xiaoqi
97 Le Thi, Hoai An
96 Jeyakumar, Vaithilingam
96 Jian, Jinbao
93 Shehu, Yekini
93 Zhang, Liwei
92 Boţ, Radu Ioan
86 Li, Guoyin
82 Kanzow, Christian
76 Chen, Jein-Shan
76 Han, Deren
76 López-Cerdá, Marco Antonio
76 Yuan, Xiaoming
76 Zhu, Detong
72 Huang, Zheng-Hai
72 Toh, Kim Chuan
70 Ceng, Lu-Chuan
69 Noor, Muhammad Aslam
69 Pham Dinh Tao
67 Bauschke, Heinz H.
67 Dai, Yu-Hong
67 Li, Shengjie
64 Liu, Hongwei
63 Cho, Yeol Je
63 Mewomo, Oluwatosin Temitope
62 Huang, Nan-Jing
62 Pang, Jong-Shi
62 Sun, Defeng
61 Dong, Qiaoli
61 Wang, Shawn Xianfu
60 Attouch, Hedy
60 Kheirfam, Behrouz
60 Thai Doan Chuong
60 Xiu, Naihua
58 Pan, Shaohua
58 Pang, Liping
57 Birgin, Ernesto G.
57 Chen, Xiaojun
57 Solodov, Mikhail V.
57 Toint, Philippe Louis
56 Hintermüller, Michael
56 Ma, Changfeng
56 Yuan, Gonglin
55 Zhang, Shuzhong
53 Ansari, Qamrul Hasan
53 Teo, Kok Lay
53 Xu, Huifu
52 Cholamjiak, Prasit
52 Dương Việt Thông
52 Fukushima, Masao
52 Xia, Yong
51 Gasnikov, Aleksandr V.
51 Mansouri, Hossein
51 Yuan, Ya-xiang
50 Dempe, Stephan
50 Iusem, Alfredo Noel
50 Lucidi, Stefano
50 Sun, Jie
49 Babaie-Kafaki, Saman
49 Jolaoso, Lateef Olakunle O.
49 Lee, Gue Myung
49 Nesterov, Yurii
49 Nie, Jiawang
49 Terlaky, Tamás
49 Wei, Zengxin
48 Csetnek, Ernö Robert
48 Outrata, Jiří V.
48 Ye, Jane J.
48 Zhou, Jinchuan
47 Bai, Yanqin
47 Dang Van Hieu
47 Ferreira, Orizon Pereira
47 Kunisch, Karl
46 Gondzio, Jacek
46 Monteiro, Renato D. C.
45 Andreani, Roberto
45 de Klerk, Etienne
45 Goberna, Miguel Angel
45 Yang, Xinmin
44 Lasserre, Jean-Bernard
43 Cánovas, María Josefa
43 Hantoute, Abderrahim
43 Kruger, Alexander Y.
43 Santos, Sandra Augusta
42 Li, Donghui
42 Parra, Juan
42 Takahashi, Wataru
42 Ye, Yinyu
42 Nguyen Dong Yen
41 Liu, Sanyang
41 Phan Quôc Khánh
41 Wen, Zaiwen
40 Bala Abubakar, Auwal
40 Combettes, Patrick L.
40 Reich, Simeon
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Cited in 880 Journals

1,484 Journal of Optimization Theory and Applications
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182 Computers & Mathematics with Applications
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164 Fixed Point Theory and Applications
160 INFORMS Journal on Computing
155 Mathematical Problems in Engineering
152 Abstract and Applied Analysis
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149 SIAM Journal on Imaging Sciences
146 Applied Numerical Mathematics
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139 SIAM Journal on Control and Optimization
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131 Applied Mathematics and Optimization
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126 Inverse Problems
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111 Operations Research
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68 Numerical Algebra, Control and Optimization
66 Mathematics and Computers in Simulation
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66 Neural Networks
65 Journal of the Franklin Institute
64 RAIRO. Operations Research
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62 Machine Learning
62 EURO Journal on Computational Optimization
60 Acta Mathematicae Applicatae Sinica. English Series
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58 International Journal of Control
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57 Science China. Mathematics
56 Calcolo
55 Advances in Computational Mathematics
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54 SIAM Journal on Numerical Analysis
54 4OR
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52 Neural Computation
49 International Journal of Robust and Nonlinear Control
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45 Communications in Nonlinear Science and Numerical Simulation
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