The generalized trust region subproblem: solution complexity and convex hull results Alex L. WangFatma Kılınç-Karzan Full Length Paper 10 October 2020 Pages: 445 - 486
Complete positivity and distance-avoiding sets Evan DeCorteFernando Mário de Oliveira FilhoFrank Vallentin Full Length Paper Open access 16 September 2020 Pages: 487 - 558
New limits of treewidth-based tractability in optimization Yuri FaenzaGonzalo MuñozSebastian Pokutta Full Length Paper 15 September 2020 Pages: 559 - 594
Convex graph invariant relaxations for graph edit distance Utkan Onur CandoganVenkat Chandrasekaran Full Length Paper 16 September 2020 Pages: 595 - 629
Projective splitting with forward steps Patrick R. JohnstoneJonathan Eckstein Full Length Paper 30 September 2020 Pages: 631 - 670
Accelerating variance-reduced stochastic gradient methods Derek DriggsMatthias J. EhrhardtCarola-Bibiane Schönlieb Full Length Paper Open access 15 September 2020 Pages: 671 - 715
Complexity of stochastic dual dynamic programming Guanghui Lan Full Length Paper 15 September 2020 Pages: 717 - 754
Stochastic Lipschitz dynamic programming Shabbir AhmedFilipe Goulart CabralBernardo Freitas Paulo da Costa Full Length Paper 28 October 2020 Pages: 755 - 793
An optimal monotone contention resolution scheme for bipartite matchings via a polyhedral viewpoint Simon BruggmannRico Zenklusen Full Length Paper Open access 01 October 2020 Pages: 795 - 845
Performance guarantees of local search for minsum scheduling problems José R. CorreaFelipe T. Muñoz Full Length Paper 30 September 2020 Pages: 847 - 869
A stability result for linear Markovian stochastic optimization problems Adriana KiszkaDavid Wozabal Full Length Paper Open access 06 October 2020 Pages: 871 - 906
Optimal sampled-data controls with running inequality state constraints: Pontryagin maximum principle and bouncing trajectory phenomenon Loïc BourdinGaurav Dhar Full Length Paper 01 October 2020 Pages: 907 - 951
General bounds for incremental maximization Aaron BernsteinYann DisserSandra Himburg Full Length Paper Open access 20 October 2020 Pages: 953 - 979
Sparse PSD approximation of the PSD cone Grigoriy BlekhermanSantanu S. DeyShengding Sun Full Length Paper 16 October 2020 Pages: 981 - 1004
A hybrid stochastic optimization framework for composite nonconvex optimization Quoc Tran-DinhNhan H. PhamLam M. Nguyen Full Length Paper 04 January 2021 Pages: 1005 - 1071