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Nonlinear Optimization Submissions - 2018

January 2018

A survey of constraint qualifications with second-order properties in nonlinear optimization
Gabriel Haeser, Alberto Ramos

Unconstrained Optimization
Subsampled Inexact Newton methods for minimizing large sums of convex functions
S. Bellavia, N. Krejic, N. Krklec Jerinkic

Constrained Nonlinear Optimization
A Shifted Primal-Dual Interior Method for Nonlinear Optimization
Philip E. Gill, Vyacheslav Kungurtsev, Daniel P. Robinson


February 2018

Unconstrained Optimization
A structured quasi-Newton algorithm for optimizing with incomplete Hessian information
Cosmin Petra, Naiyuan Chiang, Mihai Anitescu

How to Characterize the Worst-Case Performance of Algorithms for Nonconvex Optimization
Frank E. Curtis, Daniel P. Robinson

Systems governed by Differential Equations Optimization
Combinatorial Integral Approximation for Mixed-Integer PDE-Constrained Optimization Problems
Mirko Hahn, Sebastian Sager

Constrained Nonlinear Optimization
Optimal linearized symmetric ADMM for separable convex programming
Chang Xiaokai, Bai Jianchao, Liu Sanyang

Other
On classes of set optimization problems which are reducible to vector optimization problems and its impact on numerical test instances
Gabriele Eichfelder, Tobias Gerlach

Constrained Nonlinear Optimization
Extensions of Yuan’s Lemma to fourth-order tensor system with applications
Qingzhi Yang, Yang Zhou, Yuning Yang

A Progressive Batching L-BFGS Method for Machine Learning
Raghu Bollapragada, Dheevatsa Mudigere, Jorge Nocedal, Hao-Jun Michael Shi, Ping Tak Peter Tang

Systems governed by Differential Equations Optimization
Combinatorial Integral Approximation Decompositions for Mixed-Integer Optimal Control
Clemens Zeile, Tobias Weber, Sebastian Sager

Nonlinear Systems and Least-Squares
Local attractors of newton-type methods for constrained equations and complementarity problems with nonisolated solutions
Andreas Fischer, Alexey Izmailov, Mikhail Solodov

Unconstrained Optimization
Concise Complexity Analyses for Trust-Region Methods
Frank E. Curtis, Zachary Lubberts, Daniel P. Robinson


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