Journal: SIAM Journal on Optimization

Volume 23, Issue 4

1939 -- 1955Clóvis C. Gonzaga, Elizabeth W. Karas, Diane R. Rossetto. An Optimal Algorithm for Constrained Differentiable Convex Optimization
1956 -- 1982Michele Monaci, Ulrich Pferschy. On the Robust Knapsack Problem
1983 -- 2010Philip E. Gill, Daniel P. Robinson. A Globally Convergent Stabilized SQP Method
2011 -- 2036Radu Ioan Bot, Ernö Robert Csetnek, André Heinrich. A Primal-Dual Splitting Algorithm for Finding Zeros of Sums of Maximal Monotone Operators
2037 -- 2060Amir Beck, Luba Tetruashvili. On the Convergence of Block Coordinate Descent Type Methods
2061 -- 2089Saeed Ghadimi, Guanghui Lan. Optimal Stochastic Approximation Algorithms for Strongly Convex Stochastic Composite Optimization, II: Shrinking Procedures and Optimal Algorithms
2090 -- 2123Michael Hintermüller, Carlos N. Rautenberg. Parabolic Quasi-variational Inequalities with Gradient-Type Constraints
2124 -- 2149Bamdev Mishra, Gilles Meyer, Francis Bach, Rodolphe Sepulchre. Low-Rank Optimization with Trace Norm Penalty
2150 -- 2168William W. Hager, Hongchao Zhang. The Limited Memory Conjugate Gradient Method
2169 -- 2182J. Y. Bello Cruz. A Subgradient Method for Vector Optimization Problems
2183 -- 2207Daniel Boley. Local Linear Convergence of the Alternating Direction Method of Multipliers on Quadratic or Linear Programs
2208 -- 2230Chong Li, Xiaopeng Zhao, Yaohua Hu. Quasi-Slater and Farkas-Minkowski Qualifications for Semi-infinite Programming with Applications
2231 -- 2263Yuri M. Ermoliev, Vladimir I. Norkin. Sample Average Approximation Method for Compound Stochastic Optimization Problems
2264 -- 2294Sheena Haines, Jason Loeppky, Paul Tseng, Xianfu Wang. Convex Relaxations of the Weighted Maxmin Dispersion Problem
2295 -- 2319Lei Guo, Jane J. Ye, Jin Zhang. Mathematical Programs with Geometric Constraints in Banach Spaces: Enhanced Optimality, Exact Penalty, and Sensitivity
2320 -- 2340Naohiko Arima, Sunyoung Kim, Masakazu Kojima. A Quadratically Constrained Quadratic Optimization Model for Completely Positive Cone Programming
2341 -- 2368Saeed Ghadimi, Guanghui Lan. Stochastic First- and Zeroth-Order Methods for Nonconvex Stochastic Programming
2369 -- 2396Alexey F. Izmailov, Alexey S. Kurennoy. Abstract Newtonian Frameworks and Their Applications
2397 -- 2419Robert Hesse, D. Russell Luke. Nonconvex Notions of Regularity and Convergence of Fundamental Algorithms for Feasibility Problems
2420 -- 2447Patrick L. Combettes. Systems of Structured Monotone Inclusions: Duality, Algorithms, and Applications
2448 -- 2478Zhaosong Lu, Yong Zhang. Sparse Approximation via Penalty Decomposition Methods
2479 -- 2501Georg Schildbach, Lorenzo Fagiano, Manfred Morari. Randomized Solutions to Convex Programs with Multiple Chance Constraints
2502 -- 2540Xuan Vinh Doan, Stephen A. Vavasis. 1-Norm
2541 -- 2565Radu Ioan Bot, Christopher Hendrich. A Douglas-Rachford Type Primal-Dual Method for Solving Inclusions with Mixtures of Composite and Parallel-Sum Type Monotone Operators

Volume 23, Issue 3

1371 -- 1397Daniel P. Robinson, Liming Feng, Jorge Nocedal, Jong-Shi Pang. Subspace Accelerated Matrix Splitting Algorithms for Asymmetric and Symmetric Linear Complementarity Problems
1398 -- 1423Dávid Papp, Farid Alizadeh. Semidefinite Characterization of Sum-of-Squares Cones in Algebras
1424 -- 1456Michael Möller, Martin Burger. Multiscale Methods for Polyhedral Regularizations
1457 -- 1479James V. Burke, Tim Hoheisel. Epi-convergent Smoothing with Applications to Convex Composite Functions
1480 -- 1509Amir Beck, Yonina C. Eldar. Sparsity Constrained Nonlinear Optimization: Optimality Conditions and Algorithms
1510 -- 1527Jacek Gondzio. Convergence Analysis of an Inexact Feasible Interior Point Method for Convex Quadratic Programming
1528 -- 1552Xiaojun Chen, Lingfeng Niu, Yaxiang Yuan. Optimality Conditions and a Smoothing Trust Region Newton Method for NonLipschitz Optimization
1553 -- 1574Coralia Cartis, Nicholas I. M. Gould, Philippe L. Toint. On the Evaluation Complexity of Cubic Regularization Methods for Potentially Rank-Deficient Nonlinear Least-Squares Problems and Its Relevance to Constrained Nonlinear Optimization
1575 -- 1606Marianna De Santis, Stefano Lucidi, Francesco Rinaldi. A New Class of Functions for Measuring Solution Integrality in the Feasibility Pump Approach
1607 -- 1633Silvia Villa, Saverio Salzo, Luca Baldassarre, Alessandro Verri. Accelerated and Inexact Forward-Backward Algorithms
1634 -- 1646Jiawang Nie. Polynomial Optimization with Real Varieties
1647 -- 1671Xiaojun Chen, Zhengyu Wang. Convergence of Regularized Time-Stepping Methods for Differential Variational Inequalities
1672 -- 1688Darinka Dentcheva, Werner Römisch. Stability and Sensitivity of Stochastic Dominance Constrained Optimization Models
1689 -- 1717Aleksandr Y. Aravkin, James V. Burke, Michael P. Friedlander. Variational Properties of Value Functions
1718 -- 1741Wei Bian, Xiaojun Chen. Worst-Case Complexity of Smoothing Quadratic Regularization Methods for Non-Lipschitzian Optimization
1742 -- 1756Jean B. Lasserre. A Lagrangian Relaxation View of Linear and Semidefinite Hierarchies
1757 -- 1783Orizon P. Ferreira, M. L. N. Gonçalves, P. R. Oliveira. Convergence of the Gauss-Newton Method for Convex Composite Optimization under a Majorant Condition
1784 -- 1809Annabella Astorino, Antonio Frangioni, Antonio Fuduli, Enrico Gorgone. A Nonmonotone Proximal Bundle Method with (Potentially) Continuous Step Decisions
1810 -- 1849Boris S. Mordukhovich, R. Terry Rockafellar, M. E. Sarabi. Characterizations of Full Stability in Constrained Optimization
1850 -- 1866Hongbo Dong. Symmetric Tensor Approximation Hierarchies for the Completely Positive Cone
1867 -- 1889Christoph Buchheim, Marianna De Santis, Laura Palagi, Mauro Piacentini. An Exact Algorithm for Nonconvex Quadratic Integer Minimization Using Ellipsoidal Relaxations
1890 -- 1903Tomonari Kitahara, Takashi Tsuchiya. A Simple Variant of the Mizuno-Todd-Ye Predictor-Corrector Algorithm and Its Objective-Function-Free Complexity
1904 -- 1937Marco Artina, Massimo Fornasier, Francesco Solombrino. Linearly Constrained Nonsmooth and Nonconvex Minimization

Volume 23, Issue 2

687 -- 694Hector Ramirez, Alberto Seeger, David Sossa. Commutation Principle for Variational Problems on Euclidean Jordan Algebras
695 -- 720Laurent Sorber, Marc Van Barel, Lieven De Lathauwer. r, 1) Terms, and a New Generalization
721 -- 744Akshay Gupte, Shabbir Ahmed, Myun-Seok Cheon, Santanu Dey. Solving Mixed Integer Bilinear Problems Using MILP Formulations
745 -- 769Chek Beng Chua, Zhen Li. A Barrier-Based Smoothing Proximal Point Algorithm for NCPs over Closed Convex Cones
770 -- 798Christian Kanzow, Alexandra Schwartz. A New Regularization Method for Mathematical Programs with Complementarity Constraints with Strong Convergence Properties
799 -- 810Dennis Cheung, Felipe Cucker. On the Average Condition of Random Linear Programs
811 -- 833Amir Ali Ahmadi, Pablo A. Parrilo. A Complete Characterization of the Gap between Convexity and SOS-Convexity
834 -- 856Frank Göring, Christoph Helmberg, Susanna Reiss. On Minimizing the Spectral Width of Graph Laplacians and Associated Graph Realizations
857 -- 893Junfeng Yang, Defeng Sun, Kim-Chuan Toh. A Proximal Point Algorithm for Log-Determinant Optimization with Group Lasso Regularization
894 -- 916Ming Hu, Masao Fukushima. Existence, Uniqueness, and Computation of Robust Nash Equilibria in a Class of Multi-Leader-Follower Games
917 -- 933Hà Huy Vui. Global Hölderian Error Bound for Nondegenerate Polynomials
934 -- 962Michel Baes, Michael Bürgisser, Arkadi Nemirovski. A Randomized Mirror-Prox Method for Solving Structured Large-Scale Matrix Saddle-Point Problems
963 -- 999Sanjay Mehrotra, Dávid Papp. Generating Moment Matching Scenarios Using Optimization Techniques
1000 -- 1020Kai Kellner, Thorsten Theobald, Christian Trabandt. Containment Problems for Polytopes and Spectrahedra
1021 -- 1040Amitabh Basu, Robert Hildebrand, Matthias Köppe, Marco Molinaro. A (k+1)-Slope Theorem for the k-Dimensional Infinite Group Relaxation
1041 -- 1061Peter Fusek. On Metric Regularity for Weakly Almost Piecewise Smooth Functions and Some Applications in Nonlinear Semidefinite Programming
1062 -- 1091Lin Xiao, Tong Zhang 0001. A Proximal-Gradient Homotopy Method for the Sparse Least-Squares Problem
1092 -- 1125Renato D. C. Monteiro, Benar Fux Svaiter. An Accelerated Hybrid Proximal Extragradient Method for Convex Optimization and Its Implications to Second-Order Methods
1126 -- 1153Meisam Razaviyayn, Mingyi Hong, Zhi-Quan Luo. A Unified Convergence Analysis of Block Successive Minimization Methods for Nonsmooth Optimization
1154 -- 1166Rafael Correa, Pedro Gajardo, Lionel Thibault, Dariusz Zagrodny. Existence of Minimizers on Drops
1167 -- 1188Layne T. Watson, Stephen C. Billups, John E. Mitchell, David R. Easterling. A Globally Convergent Probability-One Homotopy for Linear Programs with Linear Complementarity Constraints
1189 -- 1213L. F. Bueno, Ana Friedlander, José Mario Martínez, F. N. C. Sobral. Inexact Restoration Method for Derivative-Free Optimization with Smooth Constraints
1214 -- 1236Bart Vandereycken. Low-Rank Matrix Completion by Riemannian Optimization
1237 -- 1256Chong Li, K. F. Ng. Approximate Solutions for Abstract Inequality Systems
1257 -- 1283J. Carsten Ziems. Adaptive Multilevel Inexact SQP-Methods for PDE-Constrained Optimization with Control Constraints
1284 -- 1309Sebastian U. Stich, Christian L. Müller, Bernd Gärtner. Optimization of Convex Functions with Random Pursuit
1310 -- 1343Leah Epstein, Asaf Levin. Robust Approximation Schemes for Cube Packing
1344 -- 1370Yao Yue, Karl Meerbergen. Accelerating Optimization of Parametric Linear Systems by Model Order Reduction

Volume 23, Issue 1

1 -- 26Hideaki Iiduka. Fixed Point Optimization Algorithms for Distributed Optimization in Networked Systems
27 -- 53Stephen C. Billups, Jeffrey Larson, Peter Graf. Derivative-Free Optimization of Expensive Functions with Computational Error Using Weighted Regression
54 -- 73Rafael Correa, Abderrahim Hantoute. Lower Semicontinuous Convex Relaxation in Optimization
74 -- 94A. S. Lewis, S. Zhang. Partial Smoothness, Tilt Stability, and Generalized Hessians
95 -- 125Dinh Quoc Tran, Ion Necoara, Carlo Savorgnan, Moritz Diehl. An Inexact Perturbed Path-Following Method for Lagrangian Decomposition in Large-Scale Separable Convex Optimization
126 -- 152Konstantinos Slavakis, Isao Yamada. The Adaptive Projected Subgradient Method Constrained by Families of Quasi-nonexpansive Mappings and Its Application to Online Learning
153 -- 169Fabián Flores Bazán, Giandomenico Mastroeni. Strong Duality in Cone Constrained Nonconvex Optimization
170 -- 187Alexander J. Zaslavski. Exact Penalty Property in Optimization with Mixed Constraints via Variational Analysis
188 -- 212Hiroyuki Sato, Toshihiro Iwai. A Riemannian Optimization Approach to the Matrix Singular Value Decomposition
213 -- 240Alekh Agarwal, Dean P. Foster, Daniel Hsu, Sham M. Kakade, Alexander Rakhlin. Stochastic Convex Optimization with Bandit Feedback
241 -- 255Gabriela Jeronimo, Daniel Perrucci, Elias P. Tsigaridas. On the Minimum of a Polynomial Function on a Basic Closed Semialgebraic Set and Applications
256 -- 267Dmitriy Drusvyatskiy, A. S. Lewis. Tilt Stability, Uniform Quadratic Growth, and Strong Metric Regularity of the Subdifferential
268 -- 295Arvind U. Raghunathan. Global Optimization of Nonlinear Network Design
296 -- 320Yu-Hong Dai, Cai-Xia Kou. A Nonlinear Conjugate Gradient Algorithm with an Optimal Property and an Improved Wolfe Line Search
321 -- 352Roland Herzog, Christian Meyer, Gerd Wachsmuth. B- and Strong Stationarity for Optimal Control of Static Plasticity with Hardening
353 -- 380Wolfram Wiesemann, Angelos Tsoukalas, Polyxeni-Margarita Kleniati, Berç Rustem. Pessimistic Bilevel Optimization
381 -- 405Darinka Dentcheva, Andrzej Ruszczynski. Common Mathematical Foundations of Expected Utility and Dual Utility Theories
406 -- 431Boris S. Mordukhovich, T. T. A. Nghia. Subdifferentials of Nonconvex Supremum Functions and Their Applications to Semi-infinite and Infinite Programs with Lipschitzian Data
432 -- 451Samuel Burer, Kurt M. Anstreicher. Second-Order-Cone Constraints for Extended Trust-Region Subproblems
452 -- 474Dominik Dorsch, Hubertus Th. Jongen, Vladimir Shikhman. On Structure and Computation of Generalized Nash Equilibria
475 -- 507Renato D. C. Monteiro, Benar Fux Svaiter. Iteration-Complexity of Block-Decomposition Algorithms and the Alternating Direction Method of Multipliers
508 -- 529Daniela Lera, Yaroslav D. Sergeyev. Acceleration of Univariate Global Optimization Algorithms Working with Lipschitz Functions and Lipschitz First Derivatives
530 -- 551Alois Pichler. Evaluations of Risk Measures for Different Probability Measures
552 -- 575Alexandre Cabot, Lionel Thibault. Inclusion of Subdifferentials, Linear Well-Conditioning, and Steepest Descent Equation
576 -- 601Ankan Saha, Ambuj Tewari. On the Nonasymptotic Convergence of Cyclic Coordinate Descent Methods
602 -- 631Hailin Sun, Huifu Xu, Rudabeh Meskarian, Yong Wang. Exact Penalization, Level Function Method, and Modified Cutting-Plane Method for Stochastic Programs with Second Order Stochastic Dominance Constraints
632 -- 665Helmut Gfrerer. On Directional Metric Subregularity and Second-Order Optimality Conditions for a Class of Nonsmooth Mathematical Programs
666 -- 686Jane J. Ye, Julie Zhou. Minimizing the Condition Number to Construct Design Points for Polynomial Regression Models