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Computational Optimization and Applications

2006 - 2023

Current editor(s): William W. Hager

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Volume 83, issue 3, 2022

COAP 2021 Best Paper Prize pp. 723-726 Downloads
Christian Kanzow and Theresa Lechner
General-purpose preconditioning for regularized interior point methods pp. 727-757 Downloads
Jacek Gondzio, Spyridon Pougkakiotis and John W. Pearson
Modeling design and control problems involving neural network surrogates pp. 759-800 Downloads
Dominic Yang, Prasanna Balaprakash and Sven Leyffer
Solving constrained nonsmooth group sparse optimization via group Capped- $$\ell _1$$ ℓ 1 relaxation and group smoothing proximal gradient algorithm pp. 801-844 Downloads
Xian Zhang and Dingtao Peng
“FISTA” in Banach spaces with adaptive discretisations pp. 845-892 Downloads
Antonin Chambolle and Robert Tovey
New Bregman proximal type algorithms for solving DC optimization problems pp. 893-931 Downloads
Shota Takahashi, Mituhiro Fukuda and Mirai Tanaka
Completely positive factorization by a Riemannian smoothing method pp. 933-966 Downloads
Zhijian Lai and Akiko Yoshise
An extrapolated iteratively reweighted $$\ell _1$$ ℓ 1 method with complexity analysis pp. 967-997 Downloads
Hao Wang, Hao Zeng and Jiashan Wang
Computable centering methods for spiraling algorithms and their duals, with motivations from the theory of Lyapunov functions pp. 999-1026 Downloads
Scott B. Lindstrom
A stabilized sequential quadratic semidefinite programming method for degenerate nonlinear semidefinite programs pp. 1027-1064 Downloads
Yuya Yamakawa and Takayuki Okuno

Volume 83, issue 2, 2022

Levenberg–Marquardt method based on probabilistic Jacobian models for nonlinear equations pp. 381-401 Downloads
Ruixue Zhao and Jinyan Fan
Globally convergent Newton-type methods for multiobjective optimization pp. 403-434 Downloads
M. L. N. Gonçalves, F. S. Lima and L. F. Prudente
Efficient scalarization in multiobjective optimal control of a nonsmooth PDE pp. 435-464 Downloads
Marco Bernreuther, Georg Müller and Stefan Volkwein
Stochastic relaxed inertial forward-backward-forward splitting for monotone inclusions in Hilbert spaces pp. 465-524 Downloads
Shisheng Cui, Uday Shanbhag, Mathias Staudigl and Phan Vuong
Minimum cost b-matching problems with neighborhoods pp. 525-553 Downloads
I. Espejo, R. Páez, J. Puerto and A. M. Rodríguez-Chía
Shortest path with acceleration constraints: complexity and approximation algorithms pp. 555-592 Downloads
S. Ardizzoni, L. Consolini, M. Laurini and M. Locatelli
A generalized shortest path tour problem with time windows pp. 593-614 Downloads
L. Di Puglia Pugliese, D. Ferone, P. Festa and F. Guerriero
Generalized Nesterov’s accelerated proximal gradient algorithms with convergence rate of order o(1/k2) pp. 615-649 Downloads
Huynh Ngai and Ta Anh Son
Some modified fast iterative shrinkage thresholding algorithms with a new adaptive non-monotone stepsize strategy for nonsmooth and convex minimization problems pp. 651-691 Downloads
Hongwei Liu, Ting Wang and Zexian Liu
Minimization over the $$\ell _1$$ ℓ 1 -ball using an active-set non-monotone projected gradient pp. 693-721 Downloads
Andrea Cristofari, Marianna Santis, Stefano Lucidi and Francesco Rinaldi

Volume 83, issue 1, 2022

Block coordinate descent for smooth nonconvex constrained minimization pp. 1-27 Downloads
E. G. Birgin and J. M. Martínez
Quantifying uncertainty with ensembles of surrogates for blackbox optimization pp. 29-66 Downloads
Charles Audet, Sébastien Le Digabel and Renaud Saltet
Polyhedral analysis and a new algorithm for the length constrained K–drones rural postman problem pp. 67-109 Downloads
James Campbell, Ángel Corberán, Isaac Plana, José M. Sanchis and Paula Segura
Robust min-max regret covering problems pp. 111-141 Downloads
Amadeu A. Coco, Andréa Cynthia Santos and Thiago F. Noronha
A stochastic primal-dual method for a class of nonconvex constrained optimization pp. 143-180 Downloads
Lingzi Jin and Xiao Wang
Sub-linear convergence of a stochastic proximal iteration method in Hilbert space pp. 181-210 Downloads
Monika Eisenmann, Tony Stillfjord and Måns Williamson
Projected orthogonal vectors in two-dimensional search interior point algorithms for linear programming pp. 211-246 Downloads
Fabio Vitor and Todd Easton
Inertial alternating direction method of multipliers for non-convex non-smooth optimization pp. 247-285 Downloads
Le Thi Khanh Hien, Duy Nhat Phan and Nicolas Gillis
Fast inertial dynamic algorithm with smoothing method for nonsmooth convex optimization pp. 287-317 Downloads
Xin Qu and Wei Bian
A product space reformulation with reduced dimension for splitting algorithms pp. 319-348 Downloads
Rubén Campoy
Abstract strongly convergent variants of the proximal point algorithm pp. 349-380 Downloads
Andrei Sipoş

Volume 82, issue 3, 2022

Finite-sum smooth optimization with SARAH pp. 561-593 Downloads
Lam M. Nguyen, Marten Dijk, Dzung T. Phan, Phuong Ha Nguyen, Tsui-Wei Weng and Jayant R. Kalagnanam
Randomized Kaczmarz methods for tensor complementarity problems pp. 595-615 Downloads
Xuezhong Wang, Maolin Che and Yimin Wei
Cut-sharing across trees and efficient sequential sampling for SDDP with uncertainty in the RHS pp. 617-647 Downloads
Pedro Borges
DC Semidefinite programming and cone constrained DC optimization I: theory pp. 649-671 Downloads
M. V. Dolgopolik
Accelerated inexact composite gradient methods for nonconvex spectral optimization problems pp. 673-715 Downloads
Weiwei Kong and Renato D. C. Monteiro
Design of a heuristic algorithm for the generalized multi-objective set covering problem pp. 717-751 Downloads
Lakmali Weerasena, Aniekan Ebiefung and Anthony Skjellum
A path-following inexact Newton method for PDE-constrained optimal control in BV pp. 753-794 Downloads
D. Hafemeyer and F. Mannel

Volume 82, issue 2, 2022

Derivative-free methods for mixed-integer nonsmooth constrained optimization pp. 293-327 Downloads
Tommaso Giovannelli, Giampaolo Liuzzi, Stefano Lucidi and Francesco Rinaldi
On initial point selection of the steepest descent algorithm for general quadratic functions pp. 329-360 Downloads
Masoud Fatemi
Accelerated gradient sliding for structured convex optimization pp. 361-394 Downloads
Guanghui Lan and Yuyuan Ouyang
Douglas–Rachford splitting and ADMM for nonconvex optimization: accelerated and Newton-type linesearch algorithms pp. 395-440 Downloads
Andreas Themelis, Lorenzo Stella and Panagiotis Patrinos
Malitsky-Tam forward-reflected-backward splitting method for nonconvex minimization problems pp. 441-463 Downloads
Xianfu Wang and Ziyuan Wang
Second order semi-smooth Proximal Newton methods in Hilbert spaces pp. 465-498 Downloads
Bastian Pötzl, Anton Schiela and Patrick Jaap
A level set method for Laplacian eigenvalue optimization subject to geometric constraints pp. 499-524 Downloads
Meizhi Qian and Shengfeng Zhu
QUAntum Particle Swarm Optimization: an auto-adaptive PSO for local and global optimization pp. 525-559 Downloads
Arnaud Flori, Hamouche Oulhadj and Patrick Siarry

Volume 82, issue 1, 2022

Leveraging special-purpose hardware for local search heuristics pp. 1-29 Downloads
Xiaoyuan Liu, Hayato Ushijima-Mwesigwa, Avradip Mandal, Sarvagya Upadhyay, Ilya Safro and Arnab Roy
An adaptive trust-region method without function evaluations pp. 31-60 Downloads
Geovani N. Grapiglia and Gabriel F. D. Stella
A regularized limited memory BFGS method for large-scale unconstrained optimization and its efficient implementations pp. 61-88 Downloads
Hardik Tankaria, Shinji Sugimoto and Nobuo Yamashita
Local saddle points for unconstrained polynomial optimization pp. 89-106 Downloads
Wenjie Zhao and Guangming Zhou
Parametric shape optimization using the support function pp. 107-138 Downloads
Pedro R. S. Antunes and Beniamin Bogosel
Correction to: Parametric shape optimization using the support function pp. 139-139 Downloads
Pedro R. S. Antunes and Beniamin Bogosel
An inexact successive quadratic approximation method for a class of difference-of-convex optimization problems pp. 141-173 Downloads
Tianxiang Liu and Akiko Takeda
Complexity of an inexact proximal-point penalty method for constrained smooth non-convex optimization pp. 175-224 Downloads
Qihang Lin, Runchao Ma and Yangyang Xu
Robust output-feedback stabilization for incompressible flows using low-dimensional $$\mathcal {H}_{\infty }$$ H ∞ -controllers pp. 225-249 Downloads
Peter Benner, Jan Heiland and Steffen W. R. Werner
SDP-based bounds for graph partition via extended ADMM pp. 251-291 Downloads
Angelika Wiegele and Shudian Zhao
Page updated 2023-05-30