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Optimization Methods and Software, Volume 37
Volume 37, Number 1, January 2022
- Qingqiong Cai

, Neng Fan
, Yongtang Shi
, Shunyu Yao
:
Integer linear programming formulations for double roman domination problem. 1-22 - Cesar Beltran-Royo

:
Fast scenario reduction by conditional scenarios in two-stage stochastic MILP problems. 23-44 - Chin Pang Ho

, Michal Kocvara
, Panos Parpas
:
Newton-type multilevel optimization method. 45-78 - Hao Wang

, Fan Zhang
, Jiashan Wang, Yuyang Rong:
An inexact first-order method for constrained nonlinear optimization. 79-112 - Masoud Ahookhosh

, Ronan M. T. Fleming
, Phan Tu Vuong
:
Finding zeros of Hölder metrically subregular mappings via globally convergent Levenberg-Marquardt methods. 113-149 - Ali Gharaei, Fariborz Jolai:

Two heuristic methods based on decomposition to the integrated multi-agent supply chain scheduling and distribution problem. 150-174 - L. Calderón, Maria Aparecida Diniz Ehrhardt, José Mario Martínez

:
On high-order model regularization for multiobjective optimization. 175-191 - Soodabeh Asadi

, N. Mahdavi-Amiri
, Zsolt Darvay
, Petra Renáta Rigó:
Full Nesterov-Todd step feasible interior-point algorithm for symmetric cone horizontal linear complementarity problem based on a positive-asymptotic barrier function. 192-213 - Max L. N. Gonçalves

, Jefferson G. Melo, Renato D. C. Monteiro:
Projection-free accelerated method for convex optimization. 214-240 - Christopher John Price

:
Direct search nonsmooth constrained optimization via rounded ℓ1 penalty functions. 241-263 - Jinlong Lei, Uday V. Shanbhag:

Asynchronous variance-reduced block schemes for composite non-convex stochastic optimization: block-specific steplengths and adapted batch-sizes. 264-294 - Elvis M. R. Torrealba

, Luiz Carlos Matioli
, Mostafa Nasri, R. A. Castillo:
Exponential augmented Lagrangian methods for equilibrium problems. 295-319 - Yi-Fen Ke, Changfeng Ma:

On SOR-like iteration methods for solving weakly nonlinear systems. 320-337 - Anuj Bajaj, Boris S. Mordukhovich, Nguyen Mau Nam, Tuyen Tran

:
Solving a continuous multifacility location problem by DC algorithms. 338-360 - Henri Calandra, Serge Gratton

, Elisa Riccietti
, Xavier Vasseur
:
On a multilevel Levenberg-Marquardt method for the training of artificial neural networks and its application to the solution of partial differential equations. 361-386 - Haibin Chen, Liqun Qi, Yiju Wang, Guanglu Zhou:

Further results on sum-of-squares tensors. 387-403
Volume 37, Number 2, March 2022
- Ernesto G. Birgin

, Luis Felipe Bueno
, José Mario Martínez
:
On the complexity of solving feasibility problems with regularized models. 405-424 - Matthew E. Wilhelm

, Matthew D. Stuber
:
EAGO.jl: easy advanced global optimization in Julia. 425-450 - Lukás Adam

, Václav Mácha:
Projections onto the canonical simplex with additional linear inequalities. 451-479 - Matthew R. Billingsley, Paul I. Barton:

Generalized derivatives of computer programs. 480-502 - Tim Hoheisel, Blanca Pablos, Aram-Alexandre Pooladian, Alexandra Schwartz

, Luke Steverango:
A study of one-parameter regularization methods for mathematical programs with vanishing constraints. 503-545 - Reza Najian Asl, Ihar Antonau, Aditya Ghantasala, Wulf G. Dettmer, Roland Wüchner

, Kai-Uwe Bletzinger:
A partitioned scheme for adjoint shape sensitivity analysis of fluid-structure interactions involving non-matching meshes. 546-576 - Stanislav Baklanov

, Maria Stefanova
, Sergey Lupuleac
:
Newton projection method as applied to assembly simulation. 577-604 - Geovani Nunes Grapiglia

, Yurii E. Nesterov
:
Tensor methods for finding approximate stationary points of convex functions. 605-638 - Abdelouafi Ghazi, Ahmed Roubi:

A DC approach for minimax fractional optimization programs with ratios of convex functions. 639-657 - Vanessa Krebs, Martin Schmidt:

Γ-robust linear complementarity problems. 658-691 - I. G. Akrotirianakis, M. Gratton, Joshua Griffin, Seyed Alireza Yektamaram, Wenwen Zhou:

Simultaneous iterative solutions for the trust-region and minimum eigenvalue subproblem. 692-711 - Yuan Zhang, Huifu Xu, Wei Wang

:
Preference robust models in multivariate utility-based shortfall risk minimization. 712-752 - Heejune Sheen, Makoto Yamashita

:
Exploiting aggregate sparsity in second-order cone relaxations for quadratic constrained quadratic programming problems. 753-771 - Michael Herty, Sonja Steffensen, Anna Thünen

:
Solving quadratic multi-leader-follower games by smoothing the follower's best response. 772-799
Volume 37, Number 3, May 2022
- Jordi Castro

, Paula de la Lama-Zubirán
:
A new interior-point approach for large separable convex quadratic two-stage stochastic problems. 801-829 - M. R. Eslahchi

, Sanaz Bojari
:
Global convergence of a new sufficient descent spectral three-term conjugate gradient class for large-scale optimization. 830-843 - Frank E. Curtis

, Rui Shi:
A fully stochastic second-order trust region method. 844-877 - Yurii E. Nesterov

:
Inexact basic tensor methods for some classes of convex optimization problems. 878-906 - Anton Anikin

, Alexander V. Gasnikov, Alexander Gornov
, Dmitry Kamzolov
, Yury Maximov
, Yurii E. Nesterov:
Efficient numerical methods to solve sparse linear equations with application to PageRank. 907-935 - Yurii E. Nesterov

, Mihai I. Florea
:
Gradient methods with memory. 936-953 - David Avis, David Bremner:

Sparktope: linear programs from algorithms. 954-981 - Mehran Hasanzadeh, Behrooz Alizadeh

, Fahimeh Baroughi
:
Optimal algorithms for some inverse uncapacitated facility location problems on networks. 982-1005 - Daniel Dörfler

, Andreas Löhne, Christopher Schneider
, Benjamin Weißing:
A Benson-type algorithm for bounded convex vector optimization problems with vertex selection. 1006-1026 - Riley Badenbroek, Joachim Dahl:

An algorithm for nonsymmetric conic optimization inspired by MOSEK. 1027-1064 - Beatriz Brito Oliveira

, Maria Antónia Carravilla
, José Fernando Oliveira
, Mauricio G. C. Resende:
A C++ application programming interface for co-evolutionary biased random-key genetic algorithms for solution and scenario generation. 1065-1086 - Hassan Rafique, Mingrui Liu, Qihang Lin, Tianbao Yang:

Weakly-convex-concave min-max optimization: provable algorithms and applications in machine learning. 1087-1121 - Paola Festa

, Serena Fugaro
, Francesca Guerriero
:
Shortest path reoptimization vs resolution from scratch: a computational comparison. 1122-1144 - Jingyong Tang, Jinchuan Zhou:

A modified damped Gauss-Newton method for non-monotone weighted linear complementarity problems. 1145-1164 - Ludwig Kampel, Michael Wagner, Ilias S. Kotsireas, Dimitris E. Simos

:
A primer on the application of neural networks to covering array generation. 1165-1202
Volume 37, Number 4, July 2022
- Nachuan Xiao

, Xin Liu
, Ya-Xiang Yuan:
A class of smooth exact penalty function methods for optimization problems with orthogonality constraints. 1205-1241 - Francisco Facchinei, Vyacheslav Kungurtsev

, Lorenzo Lampariello
, Gesualdo Scutari:
Diminishing stepsize methods for nonconvex composite problems via ghost penalties: from the general to the convex regular constrained case. 1242-1268 - Aliyu Muhammed Awwal

, Poom Kumam
, Lin Wang, Mahmoud Muhammad Yahaya
, Hassan Mohammad
:
On the Barzilai-Borwein gradient methods with structured secant equation for nonlinear least squares problems. 1269-1288 - Adil M. Bagirov, Sona Taheri

, Napsu Karmitsa
, Nargiz Sultanova
, Soodabeh Asadi
:
Robust piecewise linear L1-regression via nonsmooth DC optimization. 1289-1309 - Hani Ahmadzadeh, Nezam Mahdavi-Amiri

:
A competitive inexact nonmonotone filter SQP method: convergence analysis and numerical results. 1310-1343 - Alexandre Ghannad, Dominique Orban, Michael A. Saunders

:
Linear systems arising in interior methods for convex optimization: a symmetric formulation with bounded condition number. 1344-1369 - Abdulkarim Hassan Ibrahim

, Poom Kumam
, Ahmad Kamandi
, Auwal Bala Abubakar
:
An efficient hybrid conjugate gradient method for unconstrained optimization. 1370-1383 - Luigi Di Puglia Pugliese

, Daniele Ferone
, Paola Festa
, Francesca Guerriero
, Giusy Macrina
:
Solution approaches for the vehicle routing problem with occasional drivers and time windows. 1384-1414 - Morteza Maleknia

, Mostafa Shamsi:
A quasi-Newton proximal bundle method using gradient sampling technique for minimizing nonsmooth convex functions. 1415-1446 - Zhang Wei, Kees Roos:

Using Nemirovski's Mirror-Prox method as basic procedure in Chubanov's method for solving homogeneous feasibility problems. 1447-1470 - Songqiang Qiu:

A globally convergent regularized interior point method for constrained optimization. 1471-1506 - Xiaokai Chang

, Sanyang Liu, Zhao Deng, Suoping Li:
An inertial subgradient extragradient algorithm with adaptive stepsizes for variational inequality problems. 1507-1526 - Olaniyi Samuel Iyiola, Cyril Dennis Enyi

, Yekini Shehu
:
Reflected three-operator splitting method for monotone inclusion problem. 1527-1565
Volume 37, Number 5, September 2022
- Anatoli B. Juditsky, Arkadi Nemirovski

:
On well-structured convex-concave saddle point problems and variational inequalities with monotone operators. 1567-1602 - Darina Dvinskikh

:
Stochastic approximation versus sample average approximation for Wasserstein barycenters. 1603-1635 - Lukás Adam

, Václav Mácha, Václav Smídl, Tomás Pevný:
General framework for binary classification on top samples. 1636-1667 - Albert S. Berahas

, Majid Jahani
, Peter Richtárik
, Martin Takác
:
Quasi-Newton methods for machine learning: forget the past, just sample. 1668-1704 - Igor Konnov:

Exact penalties for decomposable convex optimization problems. 1705-1724 - Mina Lotfi, Seyed Mohammad Hosseini:

An efficient hybrid conjugate gradient method with sufficient descent property for unconstrained optimization. 1725-1739 - Ramzi Ben Mhenni

, Sébastien Bourguignon
, Jordan Ninin
:
Global optimization for sparse solution of least squares problems. 1740-1769 - Andreas Fischer

, Alain B. Zemkoho
, Shenglong Zhou
:
Semismooth Newton-type method for bilevel optimization: global convergence and extensive numerical experiments. 1770-1804 - Fatemeh Keshavarz-Kohjerdi

:
Off-line exploration of rectangular cellular environments with a rectangular obstacle. 1805-1819 - Xiao Liu, Chungen Shen

, Li Wang:
A dual active-set proximal Newton algorithm for sparse approximation of correlation matrices. 1820-1844 - Ion Necoara:

Stochastic block projection algorithms with extrapolation for convex feasibility problems. 1845-1875 - Giorgio Costa, Roy H. Kwon

:
Data-driven distributionally robust risk parity portfolio optimization. 1876-1911 - Mahdi Roozbeh

, Saman Babaie-Kafaki, Zohre Aminifard:
Improved high-dimensional regression models with matrix approximations applied to the comparative case studies with support vector machines. 1912-1929 - Andrei Draganescu

, Mona Hajghassem:
Optimal order multigrid preconditioners for the distributed control of parabolic equations with coarsening in space and time. 1930-1964
Volume 37, Number 6, November 2022
- Nicolas Boutet

, Joris Degroote
, Rob Haelterman:
A symmetric grouped and ordered multi-secant Quasi-Newton update formula. 1979-2000 - Daniel Brosch

, Etienne de Klerk
:
Jordan symmetry reduction for conic optimization over the doubly nonnegative cone: theory and software. 2001-2020 - Maicon Marques Alves

:
Variants of the A-HPE and large-step A-HPE algorithms for strongly convex problems with applications to accelerated high-order tensor methods. 2021-2051 - Puya Latafat

, Panagiotis Patrinos
:
Primal-dual algorithms for multi-agent structured optimization over message-passing architectures with bounded communication delays. 2052-2079 - Kai Hoppmann-Baum

, Oleg Burdakov
, Gioni Mexi
, Carl Johan Casselgren
, Thorsten Koch
:
Length-constrained cycle partition with an application to UAV routing. 2080-2116 - M. Sayadi Shahraki, H. Mansouri, Ali Delavarkhalafi:

A wide neighbourhood predictor-corrector infeasible-interior-point algorithm for symmetric cone programming. 2117-2134 - Roberto Andreani

, Ana Luísa Custódio
, Marcos Raydan:
Using first-order information in direct multisearch for multiobjective optimization. 2135-2156 - Matteo Lapucci

:
A penalty decomposition approach for multi-objective cardinality-constrained optimization problems. 2157-2189 - Hiroshi Yamashita:

Convergence to a second-order critical point by a primal-dual interior point trust-region method for nonlinear semidefinite programming. 2190-2224 - Horatiu Cheval, Laurentiu Leustean

:
Quadratic rates of asymptotic regularity for the Tikhonov-Mann iteration. 2225-2240 - Wim van Ackooij

, Welington de Oliveira:
Addendum to the paper 'Nonsmooth DC-constrained optimization: constraint qualification and minimizing methodologies'. 2241-2250 - Dezhou Kong

, Li Sun, Haibin Chen, Yun Wang:
Isotonicity of the proximity operator and stochastic optimization problems in Hilbert quasi-lattices endowed with Lorentz cones. 2251-2272 - Petar Kunstek

, Marko Vrdoljak
:
A quasi-Newton method in shape optimization for a transmission problem. 2273-2299 - Anqi Fu

, Lei Xing
, Stephen P. Boyd:
Operator splitting for adaptive radiation therapy with nonlinear health dynamics. 2300-2323 - Mihai I. Florea

:
Exact gradient methods with memory. 2324-2351 - Wenjie Wang

, Pengyu Wang
, Jiawei Yang
, Fei Xiao
, Weihua Zhang
, Zeping Wu
:
Sequential approximate optimization with adaptive parallel infill strategy assisted by inaccurate Pareto front. 2352-2376

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