SIAM Journal on Optimization
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Published By Society For Industrial And Applied Mathematics

1095-7189, 1052-6234
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scholarly journals Fast Decentralized Nonconvex Finite-Sum Optimization with Recursive Variance Reduction

2022 ◽  
Vol 32 (1) ◽  
pp. 1-28
Author(s):  
Ran Xin ◽  
Usman A. Khan ◽  
Soummya Kar
Keyword(s):  
Variance Reduction ◽  
Finite Sum

scholarly journals Sequential Linearization Method for Bound-Constrained Mathematical Programs with Complementarity Constraints

2022 ◽  
Vol 32 (1) ◽  
pp. 75-99
Author(s):  
Christian Kirches ◽  
Jeffrey Larson ◽  
Sven Leyffer ◽  
Paul Manns
Keyword(s):  
Linearization Method ◽  
Complementarity Constraints ◽  
Mathematical Programs ◽  
Sequential Linearization

scholarly journals A Noise-Tolerant Quasi-Newton Algorithm for Unconstrained Optimization

2022 ◽  
Vol 32 (1) ◽  
pp. 29-55
Author(s):  
Hao-Jun M. Shi ◽  
Yuchen Xie ◽  
Richard Byrd ◽  
Jorge Nocedal
Keyword(s):  
Unconstrained Optimization ◽  
Newton Algorithm ◽  
Noise Tolerant ◽  
Quasi Newton

Genericity Analysis of Multi-Leader-Disjoint-Followers Game

2021 ◽  
Vol 31 (3) ◽  
pp. 2055-2079
Author(s):  
Didier Aussel ◽  
Gemayqzel Bouza ◽  
Stephan Dempe ◽  
Sébastien Lepaul

Two Symmetrized Coordinate Descent Methods Can Be $O(n^2)$ Times Slower Than the Randomized Version

2021 ◽  
Vol 31 (4) ◽  
pp. 2726-2752
Author(s):  
Peijun Xiao ◽  
Zhisheng Xiao ◽  
Ruoyu Sun
Keyword(s):  
Coordinate Descent ◽  
Descent Methods

Perturbation Analysis of Metric Subregularity for Multifunctions

2021 ◽  
Vol 31 (3) ◽  
pp. 2429-2454
Author(s):  
Xi Yin Zheng ◽  
Kung Fu Ng
Keyword(s):  
Perturbation Analysis ◽  
Metric Subregularity

An SQP Method for Equality Constrained Optimization on Hilbert Manifolds

2021 ◽  
Vol 31 (3) ◽  
pp. 2255-2284
Author(s):  
Anton Schiela ◽  
Julian Ortiz
Keyword(s):  
Constrained Optimization ◽  
Sqp Method ◽  
Equality Constrained Optimization

scholarly journals Quadratic Convergence of Smoothing Newton's Method for 0/1 Loss Optimization

2021 ◽  
Vol 31 (4) ◽  
pp. 3184-3211
Author(s):  
Shenglong Zhou ◽  
Lili Pan ◽  
Naihua Xiu ◽  
Hou-Duo Qi
Keyword(s):  
Newton’S Method ◽  
Newton's Method ◽  
Quadratic Convergence
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