Global optimization issues in deep network regression: an overview Laura Palagi OriginalPaper 06 September 2018 Pages: 239 - 277
A unified DC programming framework and efficient DCA based approaches for large scale batch reinforcement learning Hoai An Le ThiVinh Thanh HoTao Pham Dinh OriginalPaper 21 August 2018 Pages: 279 - 310
A fast algorithm for globally solving Tikhonov regularized total least squares problem Yong XiaLongfei WangMeijia Yang OriginalPaper 10 November 2018 Pages: 311 - 330
Iteration-complexity analysis of a generalized alternating direction method of multipliers V. A. AdonaM. L. N. GonçalvesJ. G. Melo OriginalPaper 14 August 2018 Pages: 331 - 348
Geometric properties for level sets of quadratic functions Huu-Quang NguyenRuey-Lin Sheu OriginalPaper 04 October 2018 Pages: 349 - 369
A sensitive-eigenvector based global algorithm for quadratically constrained quadratic programming Cheng LuZhibin DengXiaoling Guo OriginalPaper 12 December 2018 Pages: 371 - 388
Robot path planning in a dynamic environment with stochastic measurements Adriano Zanin ZambomBrian SeguinFeifei Zhao OriginalPaper 18 September 2018 Pages: 389 - 410
An inexact splitting method for the subspace segmentation from incomplete and noisy observations Renli LiangYanqin BaiHai Xiang Lin OriginalPaper 04 July 2018 Pages: 411 - 429
Mixed integer quadratic optimization formulations for eliminating multicollinearity based on variance inflation factor Ryuta TamuraKen KobayashiTomomi Matsui OriginalPaper 22 October 2018 Pages: 431 - 446
Well-posedness and scalarization in set optimization involving ordering cones with possibly empty interior Meenakshi GuptaManjari Srivastava OriginalPaper 06 August 2018 Pages: 447 - 463
Correction to: Optimal deterministic algorithm generation Alexander MitsosJaromił NajmanIoannis G. Kevrekidis Correction 29 August 2018 Pages: 465 - 465