Journal: SIAM Journal on Optimization

Volume 21, Issue 4

1201 -- 1229Ewout van den Berg, Michael P. Friedlander. Sparse Optimization with Least-Squares Constraints
1230 -- 1250Luis M. Briceño-Arias, Patrick L. Combettes. A Monotone+Skew Splitting Model for Composite Monotone Inclusions in Duality
1251 -- 1274Hedy Attouch, Marc-Olivier Czarnecki, Juan Peypouquet. Coupling Forward-Backward with Penalty Schemes and Parallel Splitting for Constrained Variational Inequalities
1275 -- 1288Yongdo Lim. Maximum-Volume Symmetric Gauge Ball Problem on the Convex Cone of Positive Definite Matrices and Convexity of Optimal Sets
1289 -- 1308Shoham Sabach. Products of Finitely Many Resolvents of Maximal Monotone Mappings in Reflexive Banach Spaces
1309 -- 1318Xiao-Ming Yuan, Min Li. An LQP-Based Decomposition Method for Solving a Class of Variational Inequalities
1319 -- 1344Gábor Kassay, Simeon Reich, Shoham Sabach. Iterative Methods for Solving Systems of Variational Inequalities in Reflexive Banach Spaces
1345 -- 1370A. D. Ioffe. Regularity on a Fixed Set
1371 -- 1391Mihály Csaba Markót, Hermann Schichl. Comparison and Automated Selection of Local Optimization Solvers for Interval Global Optimization Methods
1392 -- 1417Shujun Bi, Shaohua Pan, Jein-Shan Chen. Nonsingularity Conditions for the Fischer-Burmeister System of Nonlinear SDPs
1418 -- 1438Annabella Astorino, Antonio Frangioni, Manlio Gaudioso, Enrico Gorgone. Piecewise-quadratic Approximations in Convex Numerical Optimization
1439 -- 1474Helmut Gfrerer. First Order and Second Order Characterizations of Metric Subregularity and Calmness of Constraint Set Mappings
1475 -- 1490Cheng Lu, Shu-Cherng Fang, Qingwei Jin, Zhenbo Wang, Wenxun Xing. KKT Solution and Conic Relaxation for Solving Quadratically Constrained Quadratic Programming Problems
1491 -- 1522Jong-Shi Pang, Gesualdo Scutari. Nonconvex Games with Side Constraints
1523 -- 1560Chong Li, Boris S. Mordukhovich, Jinhua Wang, Jen-Chih Yao. Weak Sharp Minima on Riemannian Manifolds
1561 -- 1593Michael Hintermüller, Thomas Surowiec. First-Order Optimality Conditions for Elliptic Mathematical Programs with Equilibrium Constraints via Variational Analysis
1594 -- 1613Marco Di Summa, Laurence A. Wolsey. Mixing Sets Linked by Bidirected Paths
1614 -- 1640Massimo Fornasier, Holger Rauhut, Rachel Ward. Low-rank Matrix Recovery via Iteratively Reweighted Least Squares Minimization
1641 -- 1666Qingna Li, Houduo Qi. A Sequential Semismooth Newton Method for the Nearest Low-rank Correlation Matrix Problem
1667 -- 1687Michael Chen, Sanjay Mehrotra. Self-concordance and Decomposition-based Interior Point Methods for the Two-stage Stochastic Convex Optimization Problem
1688 -- 1720Renato D. C. Monteiro, Benar Fux Svaiter. Complexity of Variants of Tseng's Modified F-B Splitting and Korpelevich's Methods for Hemivariational Inequalities with Applications to Saddle-point and Convex Optimization Problems
1721 -- 1739Coralia Cartis, Nicholas I. M. Gould, Philippe L. Toint. On the Evaluation Complexity of Composite Function Minimization with Applications to Nonconvex Nonlinear Programming

Volume 21, Issue 3

617 -- 632Qie He, Shabbir Ahmed, George L. Nemhauser. A Probabilistic Comparison of Split and Type 1 Triangle Cuts for Two-Row Mixed-Integer Programs
633 -- 668Satoko Moriguchi, Akiyoshi Shioura, Nobuyuki Tsuchimura. M-Convex Function Minimization by Continuous Relaxation Approach: Proximity Theorem and Algorithm
669 -- 705Yongchao Liu, Huifu Xu, Gui-Hua Lin. Stability Analysis of Two-Stage Stochastic Mathematical Programs with Complementarity Constraints via NLP Regularization
706 -- 729Yong Xia, Xiaoling Sun, Duan Li, Xiaojin Zheng. On The Reduction of Duality Gap in Box Constrained Nonconvex Quadratic Program
730 -- 760D. H. Fang, C. Li, X. Q. Yang. Stable and Total Fenchel Duality for DC Optimization Problems in Locally Convex Spaces
761 -- 781Stefan M. Wild, Christine A. Shoemaker. Global Convergence of Radial Basis Function Trust Region Derivative-Free Algorithms
782 -- 797Chong Li, K. F. Ng. Subdifferential Calculus Rules for Supremum Functions in Convex Analysis
798 -- 823Jirí V. Outrata, Héctor Ramírez Cabrera. On the Aubin Property of Critical Points to Perturbed Second-Order Cone Programs
824 -- 832Etienne de Klerk, Monique Laurent. On the Lasserre Hierarchy of Semidefinite Programming Relaxations of Convex Polynomial Optimization Problems
833 -- 863A. Guerra, A. M. Newman, S. Leyffer. Concrete Structure Design using Mixed-Integer Nonlinear Programming with Complementarity Constraints
864 -- 885Jean B. Lasserre. A New Look at Nonnegativity on Closed Sets and Polynomial Optimization
886 -- 911Xi Yin Zheng, Kung Fu Ng. A Unified Separation Theorem for Closed Sets in a Banach Space and Optimality Conditions for Vector Optimization
912 -- 935Serge Gratton, Annick Sartenaer, J. Tshimanga. On A Class of Limited Memory Preconditioners For Large Scale Linear Systems With Multiple Right-Hand Sides
936 -- 959Sebastian Sager, Carola M. Barth, Holger Diedam, Michael Engelhart, Joachim Funke. Optimization as an Analysis Tool for Human Complex Problem Solving
960 -- 976João Gouveia, Tim Netzer. Positive Polynomials and Projections of Spectrahedra
977 -- 995Richard H. Byrd, Gillian M. Chin, Will Neveitt, Jorge Nocedal. On the Use of Stochastic Hessian Information in Optimization Methods for Machine Learning
996 -- 1026Warren Scott, Peter Frazier, Warren B. Powell. The Correlated Knowledge Gradient for Simulation Optimization of Continuous Parameters using Gaussian Process Regression
1027 -- 1045David Hartvigsen, Yanjun Li. Maximum Cardinality Simple 2-matchings in Subcubic Graphs
1046 -- 1081Jayash Koshal, Angelia Nedic, Uday V. Shanbhag. Multiuser Optimization: Distributed Algorithms and Error Analysis
1082 -- 1108Axel Dreves, Francisco Facchinei, Christian Kanzow, Simone Sagratella. On the solution of the KKT conditions of generalized Nash equilibrium problems
1109 -- 1140A. L. Custódio, J. F. A. Madeira, A. Ismael F. Vaz, Luís N. Vicente. Direct Multisearch for Multiobjective Optimization
1141 -- 1167Peter Richtárik. Improved Algorithms for Convex Minimization in Relative Scale
1168 -- 1199Uma Ravat, Uday V. Shanbhag. On the Characterization of Solution Sets of Smooth and Nonsmooth Convex Stochastic Nash Games

Volume 21, Issue 2

417 -- 437Philipp Rostalski, Ioannis A. Fotiou, Daniel J. Bates, A. Giovanni Beccuti, Manfred Morari. Numerical Algebraic Geometry for Optimal Control Applications
438 -- 462Xianfu Wang. Self-dual Regularization of Monotone Operators via the Resolvent Average
463 -- 490Alberto Lovison. Singular Continuation: Generating Piecewise Linear Approximations to Pareto Sets via Global Analysis
491 -- 516Michael Hintermüller, V. A. Kovtunenko, Karl Kunisch. Obstacle Problems with Cohesion: A Hemivariational Inequality Approach and Its Efficient Numerical Solution
517 -- 544Welington Oliveira, Claudia A. Sagastizábal, Susana Scheimberg. Inexact Bundle Methods for Two-Stage Stochastic Programming
545 -- 571Xinwei Liu, Yaxiang Yuan. A Sequential Quadratic Programming Method Without A Penalty Function or a Filter for Nonlinear Equality Constrained Optimization
572 -- 596Venkat Chandrasekaran, Sujay Sanghavi, Pablo A. Parrilo, Alan S. Willsky. Rank-Sparsity Incoherence for Matrix Decomposition
597 -- 614A. S. Lewis, S. J. Wright. Identifying Activity
615 -- 616Matthias Gerdts. Erratum: Global Convergence of a Nonsmooth Newton Method for Control-State Constrained Optimal Control Problems

Volume 21, Issue 1

1 -- 40J. Carsten Ziems, Stefan Ulbrich. Adaptive Multilevel Inexact SQP Methods for PDE-Constrained Optimization
41 -- 56C. G. Liu, K. F. Ng. Ekeland s Variational Principle for Set-Valued Functions
57 -- 81Min Tao, Xiaoming Yuan. Recovering Low-Rank and Sparse Components of Matrices from Incomplete and Noisy Observations
82 -- 101Ming-Jun Lai, Jingyue Wang. An Unconstrained /ell_q Minimization with 0q/leq1 for Sparse Solution of Underdetermined Linear Systems
102 -- 126Chee-Khian Sim. Superlinear Convergence of an Infeasible Predictor-Corrector Path-Following Interior Point Algorithm for a Semidefinite Linear Complementarity Problem Using the Helmberg--Kojima--Monteiro Direction
127 -- 148Xiaojun Chen, Robert S. Womersley, Jane J. Ye. Minimizing the Condition Number of a Gram Matrix
149 -- 173Hedy Attouch, Marc-Olivier Czarnecki, Juan Peypouquet. Prox-Penalization and Splitting Methods for Constrained Variational Problems
174 -- 192Massimo Marinacci, Luigi Montrucchio. Necessary and Sufficient Conditions for Optima in Reflexive Spaces
193 -- 211Hubertus Th. Jongen, Vladimir Shikhman. Generalized Semi-Infinite Programming: The Nonsmooth Symmetric Reduction Ansatz
212 -- 230Yasushi Narushima, Hiroshi Yabe, John A. Ford. A Three-Term Conjugate Gradient Method with Sufficient Descent Property for Unconstrained Optimization
231 -- 268Garud Iyengar, David J. Phillips, Clifford Stein. Approximating Semidefinite Packing Programs
269 -- 286Anton Schiela, W. Wollner. Barrier Methods for Optimal Control Problems with Convex Nonlinear Gradient State Constraints
287 -- 313N. S. Aybat, G. Iyengar. A First-Order Smoothed Penalty Method for Compressed Sensing
314 -- 332Leonid Minchenko, Sergey Stakhovski. Parametric Nonlinear Programming Problems under the Relaxed Constant Rank Condition
333 -- 360Dimitri P. Bertsekas, Huizhen Yu. A Unifying Polyhedral Approximation Framework for Convex Optimization
361 -- 390María D. González-Lima, William W. Hager, Hongchao Zhang. An Affine-Scaling Interior-Point Method for Continuous Knapsack Constraints with Application to Support Vector Machines
391 -- 414Bissan Ghaddar, Juan C. Vera, Miguel F. Anjos. Second-Order Cone Relaxations for Binary Quadratic Polynomial Programs
415 -- 416R. Baker Kearfott. Erratum: Validated Linear Relaxations and Preprocessing: Some Experiments