Journal: SIAM Journal on Optimization

Volume 19, Issue 4

1511 -- 1533Maria B. Chiarolla, Ulrich G. Haussmann. Multivariable Utility Functions
1534 -- 1558Jiawang Nie, James Demmel. Sparse SOS Relaxations for Minimizing Functions that are Summations of Small Polynomials
1559 -- 1573Etienne de Klerk, Dmitrii V. Pasechnik, Renata Sotirov. On Semidefinite Programming Relaxations of the Traveling Salesman Problem
1574 -- 1609Arkadi Nemirovski, Anatoli Juditsky, Guanghui Lan, Alexander Shapiro. Robust Stochastic Approximation Approach to Stochastic Programming
1610 -- 1632Sergio Conti, Harald Held, Martin Pach, Martin Rumpf, Rüdiger Schultz. Shape Optimization Under Uncertainty---A Stochastic Programming Perspective
1633 -- 1647W. H. Yang. Error Bounds for Convex Polynomials
1648 -- 1673Xi Yin Zheng, Kung Fu Ng. Calmness for L-Subsmooth Multifunctions in Banach Spaces
1674 -- 1693Jorge Nocedal, Andreas Wächter, Richard A. Waltz. Adaptive Barrier Update Strategies for Nonlinear Interior Methods
1694 -- 1718Gabriele Eichfelder. An Adaptive Scalarization Method in Multiobjective Optimization
1719 -- 1734Pierre Carpentier, Jean-Philippe Chancelier, Michel De Lara. Approximations of Stochastic Optimization Problems Subject to Measurability Constraints
1735 -- 1756Wenbao Ai, Shuzhong Zhang. Strong Duality for the CDT Subproblem: A Necessary and Sufficient Condition
1757 -- 1780Angelia Nedic, Asuman E. Ozdaglar. Approximate Primal Solutions and Rate Analysis for Dual Subgradient Methods
1781 -- 1806Gergely Mádi-Nagy. On Multivariate Discrete Moment Problems: Generalization of the Bivariate Min Algorithm for Higher Dimensions
1807 -- 1827Zhaosong Lu. Smooth Optimization Approach for Sparse Covariance Selection
1828 -- 1845Nicolas Bissantz, Lutz Dümbgen, Axel Munk, Bernd Stratmann. Convergence Analysis of Generalized Iteratively Reweighted Least Squares Algorithms on Convex Function Spaces
1846 -- 1880Sanjay Mehrotra, M. Gökhan Özevin. On the Implementation of Interior Point Decomposition Algorithms for Two-Stage Stochastic Conic Programs
1881 -- 1893Hideaki Iiduka, Isao Yamada. A Use of Conjugate Gradient Direction for the Convex Optimization Problem over the Fixed Point Set of a Nonexpansive Mapping
1894 -- 1917A. D. Ioffe. An Invitation to Tame Optimization
1918 -- 1946Guanghui Lan, Renato D. C. Monteiro, Takashi Tsuchiya. A Polynomial Predictor-Corrector Trust-Region Algorithm for Linear Programming
1947 -- 1969Achiya Dax. A New Class of Minimum Norm Duality Theorems
1970 -- 1994Mounir El Maghri, Mohamed Laghdir. Pareto Subdifferential Calculus for Convex Vector Mappings and Applications to Vector Optimization
1995 -- 2014Jean B. Lasserre. Convexity in SemiAlgebraic Geometry and Polynomial Optimization