Distributionally robust multi-item newsvendor problems with multimodal demand distributions Grani A. HanasusantoDaniel KuhnSteve Zymler Full Length Paper 24 April 2014 Pages: 1 - 32
Attraction of Newton method to critical Lagrange multipliers: fully quadratic case A. F. IzmailovE. I. Uskov Full Length Paper 10 April 2014 Pages: 33 - 73
Conditional gradient algorithms for norm-regularized smooth convex optimization Zaid HarchaouiAnatoli JuditskyArkadi Nemirovski Full Length Paper 18 April 2014 Pages: 75 - 112
A new warmstarting strategy for the primal-dual column generation method Jacek GondzioPablo González-Brevis Full Length Paper 22 May 2014 Pages: 113 - 146
Efficient cost-sharing mechanisms for prize-collecting problems A. GuptaJ. KönemannG. Schäfer Full Length Paper 23 April 2014 Pages: 147 - 188
On the geometric rank of matching polytope Ashwin Arulselvan Full Length Paper 24 April 2014 Pages: 189 - 200
An adaptive augmented Lagrangian method for large-scale constrained optimization Frank E. CurtisHao JiangDaniel P. Robinson Full Length Paper 30 April 2014 Pages: 201 - 245
Assigning sporadic tasks to unrelated machines Alberto Marchetti-SpaccamelaCyriel RuttenAndreas Wiese Full Length Paper 14 May 2014 Pages: 247 - 274
Evaluating policies in risk-averse multi-stage stochastic programming Václav KozmíkDavid P. Morton Full Length Paper 13 May 2014 Pages: 275 - 300
Generalized decision rule approximations for stochastic programming via liftings Angelos GeorghiouWolfram WiesemannDaniel Kuhn Full Length Paper 25 May 2014 Pages: 301 - 338
Zero-convex functions, perturbation resilience, and subgradient projections for feasibility-seeking methods Yair CensorDaniel Reem Full Length Paper 29 May 2014 Pages: 339 - 380
Universal gradient methods for convex optimization problems Yu Nesterov Full Length Paper 28 May 2014 Pages: 381 - 404
An augmented Lagrangian method for distributed optimization Nikolaos ChatzipanagiotisDarinka DentchevaMichael M. Zavlanos Full Length Paper 05 September 2014 Pages: 405 - 434
A framework of discrete DC programming by discrete convex analysis Takanori MaeharaKazuo Murota Full Length Paper 02 July 2014 Pages: 435 - 466
Globally convergent evolution strategies Y. DiouaneS. GrattonL. N. Vicente Full Length Paper 22 July 2014 Pages: 467 - 490
On the convergence and worst-case complexity of trust-region and regularization methods for unconstrained optimization Geovani N. GrapigliaJinyun YuanYa-xiang Yuan Full Length Paper 22 July 2014 Pages: 491 - 520
Extreme point inequalities and geometry of the rank sparsity ball D. DrusvyatskiyS. A. VavasisH. Wolkowicz Full Length Paper 07 August 2014 Pages: 521 - 544
A generalization of Löwner-John’s ellipsoid theorem Jean B. Lasserre Full Length Paper 05 August 2014 Pages: 559 - 591
A nonlinear semidefinite optimization relaxation for the worst-case linear optimization under uncertainties Jiming PengTao Zhu Full Length Paper 07 August 2014 Pages: 593 - 614
On the complexity analysis of randomized block-coordinate descent methods Zhaosong LuLin Xiao Full Length Paper 01 August 2014 Pages: 615 - 642
Sufficiency of cut-generating functions Gérard CornuéjolsLaurence WolseySercan Yıldız Short Communication 19 April 2014 Pages: 643 - 651