Journal: Optimization Methods and Software

Volume 27, Issue 6

933 -- 950Michael Hinze, Morten Vierling. The semi-smooth Newton method for variationally discretized control constrained elliptic optimal control problems; implementation, convergence and globalization
951 -- 967Lei Wu, Zhe Sun, Jinping Zeng. A damped semismooth Newton iterative method for solving mixed linear complementarity problems
969 -- 981Dong-Hui Li, Qiong Li, Hongru Xu. An almost smooth equation reformulation to the nonlinear complementarity problem and Newton's method
983 -- 1000D. Di Lorenzo, Giampaolo Liuzzi, Francesco Rinaldi, Fabio Schoen, Marco Sciandrone. A concave optimization-based approach for sparse portfolio selection
1001 -- 1024Ernesto G. Birgin, Damián Fernández, José Mario Martínez. The boundedness of penalty parameters in an augmented Lagrangian method with constrained subproblems
1025 -- 1038Yongqiao Wang. Robust ν-support vector machine based on worst-case conditional value-at-risk minimization
1039 -- 1058Ping Zhong. Training robust support vector regression with smooth non-convex loss function
1059 -- 1072C. J. Price, M. Reale, B. L. Robertson. A cover partitioning method for bound constrained global optimization
1073 -- 1099Térence Bayen, Didier Henrion. Semidefinite programming for optimizing convex bodies under width constraints
1101 -- 1126Morten Larsen. Branch and bound solution of the multidimensional assignment problem formulation of data association
1127 -- 1146Zaiwen Wen, Wotao Yin, Hongchao Zhang, Donald Goldfarb. 1 minimization

Volume 27, Issue 4-5

579 -- 581Mihai Anitescu, Goran Lesaja. Special issue in honour of Professor Florian A. Potra's 60th Birthday
583 -- 604Neculai Andrei. An accelerated conjugate gradient algorithm with guaranteed descent and conjugacy conditions for unconstrained optimization
605 -- 612Kurt M. Anstreicher. Interior-point algorithms for a generalization of linear programming and weighted centring
613 -- 624Charles Audet, J. E. Dennis Jr., Sébastien Le Digabel. Trade-off studies in blackbox optimization
625 -- 653Alexandru Cioaca, Mihai Alexe, Adrian Sandu. Second-order adjoints for solving PDE-constrained optimization problems
655 -- 666Thomas Davi, Florian Jarre. High-accuracy solution of large-scale semidefinite programs
667 -- 693Xuan Vinh Doan, Serge Kruk, Henry Wolkowicz. A robust algorithm for semidefinite programming
695 -- 717Haw-ren Fang, Dianne P. O'Leary. Euclidean distance matrix completion problems
719 -- 733M. Seetharama Gowda, Jiyuan Tao, Roman Sznajder.
735 -- 759Osman Güler, Filiz Gürtuna. Symmetry of convex sets and its applications to the extremal ellipsoids of convex bodies
761 -- 799Lanshan Han, M. Kanat Camlibel, Jong-Shi Pang, W. P. M. H. Heemels. A unified numerical scheme for linear-quadratic optimal control problems with joint control and state constraints
801 -- 825Meiyun Y. He, André L. Tits. Infeasible constraint-reduced interior-point methods for linear optimization
827 -- 843Goran Lesaja, Guo Qiang Wang, D. T. Zhu. *(κ)-linear complementarity problems over symmetric cones based on the eligible kernel functions
845 -- 864Miles Lubin, Cosmin G. Petra, Mihai Anitescu. The parallel solution of dense saddle-point linear systems arising in stochastic programming
865 -- 891Sanjay Mehrotra, Kuo-Ling Huang. Computational experience with a modified potential reduction algorithm for linear programming
893 -- 917Yurii Nesterov. Towards non-symmetric conic optimization
919 -- 929Joanna M. Papakonstantinou, Richard A. Tapia. Generation of classes of symmetric rank-2 secant updates and the maximality of the Davidon class

Volume 27, Issue 3

405 -- 417Marek J. Smietanski. Some superlinearly convergent inexact generalized Newton method for solving nonsmooth equations
419 -- 429Zhaocheng Cui, Boying Wu. A new trust region method with adaptive radius for unconstrained optimization
431 -- 443Qiaolin Ye, Chunxia Zhao, Ning Ye, Hao Zheng, Xiaobo Chen. A feature selection method for nonparallel plane support vector machine classification
445 -- 459Jian Zhang, Kecun Zhang. An inexact smoothing method for the monotone complementarity problem over symmetric cones
461 -- 482Qinghong Zhang. Embedding methods for semidefinite programming
483 -- 512Tim Hoheisel, Christian Kanzow, Alexandra Schwartz. Convergence of a local regularization approach for mathematical programmes with complementarity or vanishing constraints
513 -- 537Manuel V. C. Vieira. Interior-point methods based on kernel functions for symmetric optimization
539 -- 559Alexander Engau, Miguel F. Anjos, Anthony Vannelli. On handling cutting planes in interior-point methods for solving semi-definite relaxations of binary quadratic optimization problems
561 -- 577Andrew R. Conn, Luís N. Vicente. Bilevel derivative-free optimization and its application to robust optimization

Volume 27, Issue 2

175 -- 0Bruce Christianson, Uwe Naumann, Jean Utke, Andrea Walther. Preface
177 -- 196Jean-Baptiste Caillau, O. Cots, J. Gergaud. Differential continuation for regular optimal control problems
197 -- 219Coralia Cartis, Nicholas I. M. Gould, Philippe L. Toint. Evaluation complexity of adaptive cubic regularization methods for convex unconstrained optimization
221 -- 232I. Charpentier. On higher-order differentiation in nonlinear mechanics
233 -- 249David A. Fournier, Hans J. Skaug, Johnoel Ancheta, James Ianelli, Arni Magnusson, Mark N. Maunder, Anders Nielsen, John Sibert. AD Model Builder: using automatic differentiation for statistical inference of highly parameterized complex nonlinear models
251 -- 273R. M. Gower, M. P. Mello. A new framework for the computation of Hessians
275 -- 294Geir Gundersen, Trond Steihaug. Sparsity in higher order methods for unconstrained optimization
295 -- 309David Juedes, Jeffrey Jones. Coloring Jacobians revisited: a new algorithm for star and~acyclic bicoloring
311 -- 322Andrew Lyons, Ilya Safro, Jean Utke. Randomized heuristics for exploiting Jacobian scarcity
323 -- 335Marina Menshikova, Shaun A. Forth. Automatic differentiation of quadrature
337 -- 358Viktor Mosenkis, Uwe Naumann. On optimality preserving eliminations for the minimum edge count and optimal Jacobian accumulation problems in linearized DAGs
359 -- 372Hermann Schichl, Mihály Csaba Markót. Algorithmic differentiation techniques for global optimization in the COCONUT environment
373 -- 389Andrea Walther, Sree Rama Raju Vetukuri, Lorenz T. Biegler. A first-order convergence analysis of trust-region methods with inexact Jacobians and inequality constraints
391 -- 403Sebastian F. Walter, Lutz Lehmann, René Lamour. On evaluating higher-order derivatives of the QR decomposition of tall matrices with full column rank in forward and reverse mode algorithmic differentiation

Volume 27, Issue 1

1 -- 16Deng-Feng Li, Jiang-Xia Nan, Mao-Jun Zhang. Interval programming models for matrix games with interval payoffs
17 -- 31Michaël Rademaker, Bernard De Baets, Hans De Meyer. Optimal monotone relabelling of partially non-monotone ordinal data
33 -- 51Yukai Hung, Weichung Wang. Accelerating parallel particle swarm optimization via GPU
53 -- 69Qiaolin Ye, Chunxia Zhao, Ning Ye. Least squares twin support vector machine classification via maximum one-class within class variance
71 -- 88S. Sundhar Ram, Angelia Nedic, Venugopal V. Veeravalli. A new class of distributed optimization algorithms: application to regression of distributed data
89 -- 114Haw-ren Fang, Sven Leyffer, Todd Munson. A pivoting algorithm for linear programming with linear complementarity constraints
115 -- 129Johan Löfberg. Automatic robust convex programming
131 -- 153N. M. S. Karmitsa, Adil M. Bagirov, Marko M. Mäkelä. Comparing different nonsmooth minimization methods and software
155 -- 173E. Alper Yildirim. On the accuracy of uniform polyhedral approximations of the copositive cone