OOIR: Observatory of International Research

Papers

(The TQCC of Computational Optimization and Applications is 4. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-03-01 to 2024-03-01.)

Article	Citations
Weak convergence of iterative methods for solving quasimonotone variational inequalities	69
Momentum and stochastic momentum for stochastic gradient, Newton, proximal point and subspace descent methods	41
Global optimization via inverse distance weighting and radial basis functions	32
An inexact accelerated stochastic ADMM for separable convex optimization	27
Inexact first-order primal–dual algorithms	24
An interior point-proximal method of multipliers for convex quadratic programming	17
QUAntum Particle Swarm Optimization: an auto-adaptive PSO for local and global optimization	17
A Riemannian rank-adaptive method for low-rank matrix completion	15
Riemannian conjugate gradient methods with inverse retraction	15
Randomized Kaczmarz methods for tensor complementarity problems	14
Globalized inexact proximal Newton-type methods for nonconvex composite functions	14
Accelerated Bregman proximal gradient methods for relatively smooth convex optimization	14
On mixed-integer optimal control with constrained total variation of the integer control	14
Method for solving bang-bang and singular optimal control problems using adaptive Radau collocation	14
Stochastic proximal gradient methods for nonconvex problems in Hilbert spaces	13
Convergence study of indefinite proximal ADMM with a relaxation factor	13
T-positive semidefiniteness of third-order symmetric tensors and T-semidefinite programming	13
Inexact restoration with subsampled trust-region methods for finite-sum minimization	12
Stochastic mesh adaptive direct search for blackbox optimization using probabilistic estimates	12
Sequential optimality conditions for cardinality-constrained optimization problems with applications	12
Quantitative analysis for a class of two-stage stochastic linear variational inequality problems	12
Single-forward-step projective splitting: exploiting cocoercivity	12
An augmented Lagrangian algorithm for multi-objective optimization	11
A bundle method for nonsmooth DC programming with application to chance-constrained problems	11
Globally convergent Newton-type methods for multiobjective optimization	10

Exploiting term sparsity in noncommutative polynomial optimization	10
The Pontryagin maximum principle for solving Fokker–Planck optimal control problems	10
Decomposition and discrete approximation methods for solving two-stage distributionally robust optimization problems	10
Multi-block Bregman proximal alternating linearized minimization and its application to orthogonal nonnegative matrix factorization	9
On the acceleration of the Barzilai–Borwein method	9
Theoretical and numerical comparison of the Karush–Kuhn–Tucker and value function reformulations in bilevel optimization	9
Conditional gradient method for multiobjective optimization	9
The circumcentered-reflection method achieves better rates than alternating projections	9
On a primal-dual Newton proximal method for convex quadratic programs	9
On the convergence of steepest descent methods for multiobjective optimization	9
An efficient adaptive accelerated inexact proximal point method for solving linearly constrained nonconvex composite problems	9
Quantitative results on a Halpern-type proximal point algorithm	8
An explicit Tikhonov algorithm for nested variational inequalities	8
A note on solving nonlinear optimization problems in variable precision	8
Hybrid Riemannian conjugate gradient methods with global convergence properties	8
Quadratic convergence analysis of a nonmonotone Levenberg–Marquardt type method for the weighted nonlinear complementarity problem	8
A strictly contractive Peaceman-Rachford splitting method for the doubly nonnegative relaxation of the minimum cut problem	7
Expected residual minimization method for monotone stochastic tensor complementarity problem	7
A stochastic subspace approach to gradient-free optimization in high dimensions	7
Convergence rates of subgradient methods for quasi-convex optimization problems	7
Accelerating incremental gradient optimization with curvature information	7
A product space reformulation with reduced dimension for splitting algorithms	7
Complexity of an inexact proximal-point penalty method for constrained smooth non-convex optimization	7
The Tikhonov regularization for vector equilibrium problems	7
Forward-reflected-backward method with variance reduction	7
Strengthened splitting methods for computing resolvents	7
A two-level distributed algorithm for nonconvex constrained optimization	7
Inexact proximal memoryless quasi-Newton methods based on the Broyden family for minimizing composite functions	7
Robust output-feedback stabilization for incompressible flows using low-dimensional $$\mathcal {H}_{\infty }$$-controllers	6
An active-set algorithmic framework for non-convex optimization problems over the simplex	6
Secant Update generalized version of PSB: a new approach	6
The selection of the optimal parameter in the modulus-based matrix splitting algorithm for linear complementarity problems	6
MADAM: a parallel exact solver for max-cut based on semidefinite programming and ADMM	6
Fastest rates for stochastic mirror descent methods	6
Computing mixed strategies equilibria in presence of switching costs by the solution of nonconvex QP problems	6
Oracle-based algorithms for binary two-stage robust optimization	6
A proximal gradient method for control problems with non-smooth and non-convex control cost	6
MINLP formulations for continuous piecewise linear function fitting	6
A parameter-free unconstrained reformulation for nonsmooth problems with convex constraints	6
Gauss–Newton-type methods for bilevel optimization	6
A second-order shape optimization algorithm for solving the exterior Bernoulli free boundary problem using a new boundary cost functional	6
Solving constrained nonsmooth group sparse optimization via group Capped-$$\ell _1$$ relaxation and group smoothing proximal gradient algorithm	6
An inexact proximal generalized alternating direction method of multipliers	6
On the use of Jordan Algebras for improving global convergence of an Augmented Lagrangian method in nonlinear semidefinite programming	6
An accelerated active-set algorithm for a quadratic semidefinite program with general constraints	5
Nonmonotone trust region algorithm for solving the unconstrained multiobjective optimization problems	5
Decomposition Algorithms for Some Deterministic and Two-Stage Stochastic Single-Leader Multi-Follower Games	5
On the use of polynomial models in multiobjective directional direct search	5
On the inexact scaled gradient projection method	5
T-product factorization method for internet traffic data completion with spatio-temporal regularization	5

Bregman primal–dual first-order method and application to sparse semidefinite programming	5
A general variable neighborhood search for the cyclic antibandwidth problem	5
Convergence rates for an inexact ADMM applied to separable convex optimization	5
An accelerated proximal gradient method for multiobjective optimization	5
Parametric shape optimization using the support function	5
Inverse point source location with the Helmholtz equation on a bounded domain	5
Convergence of sum-up rounding schemes for cloaking problems governed by the Helmholtz equation	5
Douglas–Rachford splitting and ADMM for nonconvex optimization: accelerated and Newton-type linesearch algorithms	5
An effective procedure for feature subset selection in logistic regression based on information criteria	5
The distance between convex sets with Minkowski sum structure: application to collision detection	5
A smoothing proximal gradient algorithm for matrix rank minimization problem	5
An accelerated first-order method with complexity analysis for solving cubic regularization subproblems	5
Distributed forward-backward methods for ring networks	4
A stochastic first-order trust-region method with inexact restoration for finite-sum minimization	4
A sequential partial linearization algorithm for the symmetric eigenvalue complementarity problem	4
Cartoon-texture evolution for two-region image segmentation	4
On a numerical shape optimization approach for a class of free boundary problems	4
A Lagrange multiplier method for semilinear elliptic state constrained optimal control problems	4
Feasibility and a fast algorithm for Euclidean distance matrix optimization with ordinal constraints	4
Quadratic regularization methods with finite-difference gradient approximations	4
A stabilized sequential quadratic semidefinite programming method for degenerate nonlinear semidefinite programs	4
An accelerated minimax algorithm for convex-concave saddle point problems with nonsmooth coupling function	4
Diagonal BFGS updates and applications to the limited memory BFGS method	4
Make $$\ell _1$$ regularization effective in training sparse CNN	4
Polyhedral approximations of the semidefinite cone and their application	4
Exact linesearch limited-memory quasi-Newton methods for minimizing a quadratic function	4
Sequential optimality conditions for nonlinear optimization on Riemannian manifolds and a globally convergent augmented Lagrangian method	4
The Gauss–Seidel method for generalized Nash equilibrium problems of polynomials	4
Leveraging special-purpose hardware for local search heuristics	4
An adaptive trust-region method without function evaluations	4
DMulti-MADS: mesh adaptive direct multisearch for bound-constrained blackbox multiobjective optimization	4
A Laplacian approach to $$\ell _1$$-norm minimization	4
Constrained and unconstrained deep image prior optimization models with automatic regularization	4
Stochastic relaxed inertial forward-backward-forward splitting for monotone inclusions in Hilbert spaces	4
A computationally useful algebraic representation of nonlinear disjunctive convex sets using the perspective function	4
An efficient global algorithm for worst-case linear optimization under uncertainties based on nonlinear semidefinite relaxation	4