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Computational Optimization and Applications

2006 - 2023

Current editor(s): William W. Hager

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Volume 77, issue 3, 2020

Issues on the use of a modified Bunch and Kaufman decomposition for large scale Newton’s equation pp. 627-651 Downloads
Andrea Caliciotti, Giovanni Fasano, Florian Potra and Massimo Roma
Momentum and stochastic momentum for stochastic gradient, Newton, proximal point and subspace descent methods pp. 653-710 Downloads
Nicolas Loizou and Peter Richtárik
A sequential partial linearization algorithm for the symmetric eigenvalue complementarity problem pp. 711-728 Downloads
Masao Fukushima, Joaquim Júdice, Welington Oliveira and Valentina Sessa
Convergence rates for an inexact ADMM applied to separable convex optimization pp. 729-754 Downloads
William W. Hager and Hongchao Zhang
A proximal-point outer approximation algorithm pp. 755-777 Downloads
Massimo De Mauri, Joris Gillis, Jan Swevers and Goele Pipeleers
Riemannian conjugate gradient methods with inverse retraction pp. 779-810 Downloads
Xiaojing Zhu and Hiroyuki Sato
Hybrid Riemannian conjugate gradient methods with global convergence properties pp. 811-830 Downloads
Hiroyuki Sakai and Hideaki Iiduka
A Lagrange multiplier method for semilinear elliptic state constrained optimal control problems pp. 831-869 Downloads
Veronika Karl, Ira Neitzel and Daniel Wachsmuth
Expected residual minimization method for monotone stochastic tensor complementarity problem pp. 871-896 Downloads
Zhenyu Ming, Liping Zhang and Liqun Qi
On the use of polynomial models in multiobjective directional direct search pp. 897-918 Downloads
C. P. Brás and A. L. Custódio

Volume 77, issue 2, 2020

An explicit Tikhonov algorithm for nested variational inequalities pp. 335-350 Downloads
Lorenzo Lampariello, Christoph Neumann, Jacopo M. Ricci, Simone Sagratella and Oliver Stein
On the interplay between acceleration and identification for the proximal gradient algorithm pp. 351-378 Downloads
Gilles Bareilles and Franck Iutzeler
A new method based on the proximal bundle idea and gradient sampling technique for minimizing nonsmooth convex functions pp. 379-409 Downloads
M. Maleknia and M. Shamsi
Acceleration techniques for level bundle methods in weakly smooth convex constrained optimization pp. 411-432 Downloads
Yunmei Chen, Xiaojing Ye and Wei Zhang
A variation of Broyden class methods using Householder adaptive transforms pp. 433-463 Downloads
S. Cipolla, C. Di Fiore and P. Zellini
The distance between convex sets with Minkowski sum structure: application to collision detection pp. 465-490 Downloads
Xiangfeng Wang, Junping Zhang and Wenxing Zhang
Weak convergence of iterative methods for solving quasimonotone variational inequalities pp. 491-508 Downloads
Hongwei Liu and Jun Yang
On a numerical shape optimization approach for a class of free boundary problems pp. 509-537 Downloads
A. Boulkhemair, A. Chakib, A. Nachaoui, A. A. Niftiyev and A. Sadik
Oracle-based algorithms for binary two-stage robust optimization pp. 539-569 Downloads
Nicolas Kämmerling and Jannis Kurtz
Global optimization via inverse distance weighting and radial basis functions pp. 571-595 Downloads
Alberto Bemporad
Consistent treatment of incompletely converged iterative linear solvers in reverse-mode algorithmic differentiation pp. 597-616 Downloads
Siamak Akbarzadeh, Jan Hückelheim and Jens-Dominik Müller

Volume 77, issue 1, 2020

On the convergence of steepest descent methods for multiobjective optimization pp. 1-27 Downloads
G. Cocchi, G. Liuzzi, S. Lucidi and M. Sciandrone
An augmented Lagrangian algorithm for multi-objective optimization pp. 29-56 Downloads
G. Cocchi and M. Lapucci
An active-set algorithmic framework for non-convex optimization problems over the simplex pp. 57-89 Downloads
Andrea Cristofari, Marianna Santis, Stefano Lucidi and Francesco Rinaldi
Convergence study of indefinite proximal ADMM with a relaxation factor pp. 91-123 Downloads
Min Tao
On the resolution of misspecified convex optimization and monotone variational inequality problems pp. 125-161 Downloads
Hesam Ahmadi and Uday V. Shanbhag
Make $$\ell _1$$ ℓ 1 regularization effective in training sparse CNN pp. 163-182 Downloads
Juncai He, Xiaodong Jia, Jinchao Xu, Lian Zhang and Liang Zhao
Convergence rates of subgradient methods for quasi-convex optimization problems pp. 183-212 Downloads
Yaohua Hu, Jiawen Li and Carisa Kwok Wai Yu
Inverse point source location with the Helmholtz equation on a bounded domain pp. 213-249 Downloads
Konstantin Pieper, Bao Quoc Tang, Philip Trautmann and Daniel Walter
A second-order shape optimization algorithm for solving the exterior Bernoulli free boundary problem using a new boundary cost functional pp. 251-305 Downloads
Julius Fergy T. Rabago and Hideyuki Azegami
Nonlinear optimal control: a numerical scheme based on occupation measures and interval analysis pp. 307-334 Downloads
Nicolas Delanoue, Mehdi Lhommeau and Sébastien Lagrange

Volume 76, issue 3, 2020

Preface of the special issue dedicated to the XII Brazilian workshop on continuous optimization pp. 615-619 Downloads
Ernesto G. Birgin
An inexact proximal generalized alternating direction method of multipliers pp. 621-647 Downloads
V. A. Adona, M. L. N. Gonçalves and J. G. Melo
A modified proximal point method for DC functions on Hadamard manifolds pp. 649-673 Downloads
Yldenilson Torres Almeida, João Xavier Cruz Neto, Paulo Roberto Oliveira and João Carlos de Oliveira Souza
The block-wise circumcentered–reflection method pp. 675-699 Downloads
Roger Behling, J.-Yunier Bello-Cruz and Luiz-Rafael Santos
Inexact restoration with subsampled trust-region methods for finite-sum minimization pp. 701-736 Downloads
Stefania Bellavia, Nataša Krejić and Benedetta Morini
An Augmented Lagrangian method for quasi-equilibrium problems pp. 737-766 Downloads
L. F. Bueno, G. Haeser, F. Lara and F. N. Rojas
Towards an efficient augmented Lagrangian method for convex quadratic programming pp. 767-800 Downloads
Luís Felipe Bueno, Gabriel Haeser and Luiz-Rafael Santos
A penalty-free method with superlinear convergence for equality constrained optimization pp. 801-833 Downloads
Zhongwen Chen, Yu-Hong Dai and Jiangyan Liu
Applying the pattern search implicit filtering algorithm for solving a noisy problem of parameter identification pp. 835-866 Downloads
M. A. Diniz-Ehrhardt, D. G. Ferreira and S. A. Santos
Non-monotone inexact restoration method for nonlinear programming pp. 867-888 Downloads
Juliano B. Francisco, Douglas S. Gonçalves, Fermín S. V. Bazán and Lila L. T. Paredes
On the extension of the Hager–Zhang conjugate gradient method for vector optimization pp. 889-916 Downloads
M. L. N. Gonçalves and L. F. Prudente
A note on solving nonlinear optimization problems in variable precision pp. 917-933 Downloads
S. Gratton and Ph. L. Toint
A class of Benders decomposition methods for variational inequalities pp. 935-959 Downloads
Juan Pablo Luna, Claudia Sagastizábal and Mikhail Solodov
A regularization method for constrained nonlinear least squares pp. 961-989 Downloads
Dominique Orban and Abel Soares Siqueira
On the complexity of a hybrid proximal extragradient projective method for solving monotone inclusion problems pp. 991-1019 Downloads
Mauricio Romero Sicre

Volume 76, issue 2, 2020

Numerically tractable optimistic bilevel problems pp. 277-303 Downloads
Lorenzo Lampariello and Simone Sagratella
An efficient adaptive accelerated inexact proximal point method for solving linearly constrained nonconvex composite problems pp. 305-346 Downloads
Weiwei Kong, Jefferson G. Melo and Renato D. C. Monteiro
Accelerating incremental gradient optimization with curvature information pp. 347-380 Downloads
Hoi-To Wai, Wei Shi, César A. Uribe, Angelia Nedić and Anna Scaglione
Inexact first-order primal–dual algorithms pp. 381-430 Downloads
Julian Rasch and Antonin Chambolle
Quantitative analysis for a class of two-stage stochastic linear variational inequality problems pp. 431-460 Downloads
Jie Jiang, Xiaojun Chen and Zhiping Chen
Algorithms for stochastic optimization with function or expectation constraints pp. 461-498 Downloads
Guanghui Lan and Zhiqiang Zhou
The Pontryagin maximum principle for solving Fokker–Planck optimal control problems pp. 499-533 Downloads
Tim Breitenbach and Alfio Borzì
Feasibility and a fast algorithm for Euclidean distance matrix optimization with ordinal constraints pp. 535-569 Downloads
Si-Tong Lu, Miao Zhang and Qing-Na Li
A differentiable path-following algorithm for computing perfect stationary points pp. 571-588 Downloads
Yang Zhan, Peixuan Li and Chuangyin Dang
A computationally useful algebraic representation of nonlinear disjunctive convex sets using the perspective function pp. 589-614 Downloads
Kevin C. Furman, Nicolas W. Sawaya and Ignacio E. Grossmann

Volume 76, issue 1, 2020

A derivative-free optimization algorithm for the efficient minimization of functions obtained via statistical averaging pp. 1-31 Downloads
Pooriya Beyhaghi, Ryan Alimo and Thomas Bewley
A dual spectral projected gradient method for log-determinant semidefinite problems pp. 33-68 Downloads
Takashi Nakagaki, Mituhiro Fukuda, Sunyoung Kim and Makoto Yamashita
Composite convex optimization with global and local inexact oracles pp. 69-124 Downloads
Tianxiao Sun, Ion Necoara and Quoc Tran-Dinh
A discretization algorithm for nonsmooth convex semi-infinite programming problems based on bundle methods pp. 125-153 Downloads
Li-Ping Pang, Qi Wu, Jin-He Wang and Qiong Wu
Error estimates for the finite element approximation of bilinear boundary control problems pp. 155-199 Downloads
Max Winkler
Efficient local search procedures for quadratic fractional programming problems pp. 201-232 Downloads
Luca Consolini, Marco Locatelli, Jiulin Wang and Yong Xia
A comparison of solution approaches for the numerical treatment of or-constrained optimization problems pp. 233-275 Downloads
Patrick Mehlitz
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