Journal of Global Optimization

Article	Citations
Expected improvement for expensive optimization: a review	81
The DIRECT algorithm: 25 years Later	65
Data-driven distributionally robust chance-constrained optimization with Wasserstein metric	44
Surrogate optimization of deep neural networks for groundwater predictions	38
Production and transport scheduling in flexible job shop manufacturing systems	34
An optimization approach to solving the split feasibility problem in Hilbert spaces	18
Gaussian process optimization with failures: classification and convergence proof	17
Optimal decision trees for categorical data via integer programming	17
MVMOO: Mixed variable multi-objective optimisation	16
Characterization results of solutions in interval-valued optimization problems with mixed constraints	15
General splitting methods with linearization for the split feasibility problem	15
Inertial proximal gradient methods with Bregman regularization for a class of nonconvex optimization problems	15
The exact solution of multiparametric quadratically constrained quadratic programming problems	15
A regularized point cloud registration approach for orthogonal transformations	14
Strong convergence of inertial projection and contraction methods for pseudomonotone variational inequalities with applications to optimal control problems	14
Approximation algorithm for minimum power partial multi-coverage in wireless sensor networks	13
Outer space branch and bound algorithm for solving linear multiplicative programming problems	12
Maximizing DR-submodular+supermodular functions on the integer lattice subject to a cardinality constraint	12
Advances in verification of ReLU neural networks	11
Stochastic optimization with adaptive restart: a framework for integrated local and global learning	11
Bilevel cutting-plane algorithm for cardinality-constrained mean-CVaR portfolio optimization	11
Lagrangian relaxation based heuristics for a chance-constrained optimization model of a hybrid solar-battery storage system	11
A filter proximal bundle method for nonsmooth nonconvex constrained optimization	10
Convergence and rate analysis of a proximal linearized ADMM for nonconvex nonsmooth optimization	10
Refugee migration networks and regulations: a multiclass, multipath variational inequality framework	10

A general branch-and-bound framework for continuous global multiobjective optimization	10
GRASP with Variable Neighborhood Descent for the online order batching problem	10
Relaxed constant positive linear dependence constraint qualification and its application to bilevel programs	10
A sparse chance constrained portfolio selection model with multiple constraints	9
Development of an adaptive infill criterion for constrained multi-objective asynchronous surrogate-based optimization	9
Generalized risk parity portfolio optimization: an ADMM approach	9
An extension of the proximal point algorithm beyond convexity	9
Dynamic multicriteria games with asymmetric players	9
Solving unconstrained 0-1 polynomial programs through quadratic convex reformulation	9
Preprocessing algorithm and tightening constraints for multiperiod blend scheduling: cost minimization	9
Maximum shortest path interdiction problem by upgrading edges on trees under weighted $$l_1$$ norm	8
An empirical study of various candidate selection and partitioning techniques in the DIRECT framework	8
Global solutions of nonconvex standard quadratic programs via mixed integer linear programming reformulations	8
Finding optimal points for expensive functions using adaptive RBF-based surrogate model via uncertainty quantification	8
Augmented Lagrangian method for second-order cone programs under second-order sufficiency	8
The finite intersection property for equilibrium problems	8
A combination of RANSAC and DBSCAN methods for solving the multiple geometrical object detection problem	8
One-exact approximate Pareto sets	8
Inertial projection and contraction algorithms with larger step sizes for solving quasimonotone variational inequalities	8
A heuristic and metaheuristic approach to the static weapon target assignment problem	7
Global optimization for the multilevel European gas market system with nonlinear flow models on trees	7
Review and comparison of algorithms and software for mixed-integer derivative-free optimization	7
Convex hull representations for bounded products of variables	7
Detecting and solving aircraft conflicts using bilevel programming	7
A difference-of-convex approach for split feasibility with applications to matrix factorizations and outlier detection	7
On the Extension of the DIRECT Algorithm to Multiple Objectives	7
Error bound analysis for vector equilibrium problems with partial order provided by a polyhedral cone	7
Integrating $$\varepsilon $$-dominance and RBF surrogate optimization for solving computationally expensive many-objective optimization problems	7
The extreme rays of the $$6\times 6$$ copositive cone	7
Fast algorithms for sparse portfolio selection considering industries and investment styles	7
Weak convergence of an extended splitting method for monotone inclusions	7
Conical averagedness and convergence analysis of fixed point algorithms	7
The EMS vehicle patient transportation problem during a demand surge	7
Data-driven spatial branch-and-bound algorithms for box-constrained simulation-based optimization	7
A power penalty approach to a mixed quasilinear elliptic complementarity problem	6
Supply chain networks, wages, and labor productivity: insights from Lagrange. analysis and computations	6
Copula theory approach to stochastic geometric programming	6
Global dynamic optimization with Hammerstein–Wiener models embedded	6
Accelerated Dai-Liao projection method for solving systems of monotone nonlinear equations with application to image deblurring	6
Using symbolic calculations to determine largest small polygons	6
On stationarity for nonsmooth multiobjective problems with vanishing constraints	6
Second-order KKT optimality conditions for multiobjective discrete optimal control problems	6
Linear convergence of inexact descent method and inexact proximal gradient algorithms for lower-order regularization problems	6
A fixed point iterative method for tensor complementarity problems with the implicit Z-tensors	6
Inverse multiobjective optimization: Inferring decision criteria from data	6
TREGO: a trust-region framework for efficient global optimization	6
Stability of efficient solutions to set optimization problems	6
The supporting hyperplane optimization toolkit for convex MINLP	6
Maximization problems of balancing submodular relevance and supermodular diversity	6
Capacitated assortment and price optimization under the nested logit model	6

On strong duality in linear copositive programming	5
Open issues and recent advances in DC programming and DCA	5
Integer programming formulations and efficient local search for relaxed correlation clustering	5
On maximum-sum matchings of points	5
Geoffrion’s proper efficiency in linear fractional vector optimization with unbounded constraint sets	5
Solution maps of polynomial variational inequalities	5
Karush–Kuhn–Tucker type optimality condition for quasiconvex programming in terms of Greenberg–Pierskalla subdifferential	5
Multi-objective convex polynomial optimization and semidefinite programming relaxations	5
Improved interval methods for solving circle packing problems in the unit square	5
Painlevé-Kuratowski convergence of minimal solutions for set-valued optimization problems via improvement sets	5
On robustness for set-valued optimization problems	5
Linearization of McCormick relaxations and hybridization with the auxiliary variable method	5
Partial gradient optimal thresholding algorithms for a class of sparse optimization problems	5
Proximity measures based on KKT points for constrained multi-objective optimization	5
Efficient computation of minimum-area rectilinear convex hull under rotation and generalizations	5
An approximation algorithm for multi-objective optimization problems using a box-coverage	5
Solution sets of three sparse optimization problems for multivariate regression	5
Exact SDP relaxations of quadratically constrained quadratic programs with forest structures	5
Scenario-based cuts for structured two-stage stochastic and distributionally robust p-order conic mixed integer programs	5
Lipschitz-inspired HALRECT algorithm for derivative-free global optimization	5
Linear convergence of a nonmonotone projected gradient method for multiobjective optimization	5
Side-constrained minimum sum-of-squares clustering: mathematical programming and random projections	5
Simultaneous distributed-boundary optimal control problems driven by nonlinear complementarity systems	5
Polyhedral approximation strategies for nonconvex mixed-integer nonlinear programming in SHOT	5
Characterizing robust optimal solution sets for nonconvex uncertain semi-infinite programming problems involving tangential subdifferentials	5
A scalarization scheme for binary relations with applications to set-valued and robust optimization	4
Tight bounds on the maximal perimeter and the maximal width of convex small polygons	4
On $$\Delta $$-modular integer linear problems in the canonical form and equivalent problems	4
Hospital service levels during drug shortages: Stocking and transshipment policies for pharmaceutical inventory	4
Alternating DC algorithm for partial DC programming problems	4
Gaining or losing perspective	4
A variable neighborhood search algorithm for the $$ (r{\mid }p) $$ hub–centroid problem under the price war	4
Numerical methods using two different approximations of space-filling curves for black-box global optimization	4
Efficient approximation of the metric CVRP in spaces of fixed doubling dimension	4
Resolving learning rates adaptively by locating stochastic non-negative associated gradient projection points using line searches	4
Revenue maximization of Internet of things provider using variable neighbourhood search	4
Packing convex polygons in minimum-perimeter convex hulls	4
Multi-objective dynamic programming with limited precision	4
New inertial forward-backward type for variational inequalities with Quasi-monotonicity	4
The robust bilevel continuous knapsack problem with uncertain coefficients in the follower’s objective	4
Adaptive seeding for profit maximization in social networks	4
A fast and deterministic algorithm for Knapsack-constrained monotone DR-submodular maximization over an integer lattice	4
Dynamical system for solving bilevel variational inequalities	4
Primal-dual splittings as fixed point iterations in the range of linear operators	4
Two-step inertial Bregman alternating minimization algorithm for nonconvex and nonsmooth problems	3
Vertex quickest 1-center location problem on trees and its inverse problem under weighted $$l_\infty $$ norm	3
A method for convex black-box integer global optimization	3
Bounds on efficient outcomes for large-scale cardinality-constrained Markowitz problems	3
Global linear convergence of evolution strategies with recombination on scaling-invariant functions	3
Approximation algorithms for the individually fair k-center with outliers	3
Exact SDP reformulations of adjustable robust linear programs with box uncertainties under separable quadratic decision rules via SOS representations of non-negativity	3
On new methods to construct lower bounds in simplicial branch and bound based on interval arithmetic	3
Alternative regularizations for Outer-Approximation algorithms for convex MINLP	3
On the relation between the extended supporting hyperplane algorithm and Kelley’s cutting plane algorithm	3
An efficient alternating minimization method for fourth degree polynomial optimization	3
Optimality conditions based on the Fréchet second-order subdifferential	3
On global subdifferentials with applications in nonsmooth optimization	3
A binary search algorithm for univariate data approximation and estimation of extrema by piecewise monotonic constraints	3
A DIRECT-type global optimization algorithm for image registration	3
Scalar and vector equilibrium problems with pairs of bifunctions	3
A dual approach to multi-dimensional assignment problems	3
On nondegenerate M-stationary points for sparsity constrained nonlinear optimization	3
An optimization approach for winner determination problem considering transportation cost discounts	3
Existence results for solutions of mixed tensor variational inequalities	3
Smoothing Newton method for nonsmooth second-order cone complementarity problems with application to electric power markets	3
Global convergence of model function based Bregman proximal minimization algorithms	3
Directional derivatives and subdifferentials for set-valued maps applied to set optimization	3
A stochastic approach to full inverse treatment planning for charged-particle therapy	3
Penalized semidefinite programming for quadratically-constrained quadratic optimization	3
Variational rationality, variational principles and the existence of traps in a changing environment	3
Global optimization of mixed-integer nonlinear programs with SCIP 8	3
An inner approximation method to compute the weight set decomposition of a triobjective mixed-integer problem	3
Cooperative multiobjective optimization with bounds on objective functions	3
Exchange rates and multicommodity international trade: insights from spatial price equilibrium modeling with policy instruments via variational inequalities	3
The lower bounded inverse optimal value problem on minimum spanning tree under unit $$l_{\infty }$$ norm	3
Several approximation algorithms for sparse best rank-1 approximation to higher-order tensors	3
Cheaper relaxation and better approximation for multi-ball constrained quadratic optimization and extension	3
Branch-and-price for a class of nonconvex mixed-integer nonlinear programs	3
Maximizing a non-decreasing non-submodular function subject to various types of constraints	3
One-Step iterative method for bilevel equilibrium problem in Hilbert space	3

A model of anytime algorithm performance for bi-objective optimization	3
On convex lower-level black-box constraints in bilevel optimization with an application to gas market models with chance constraints	3
Two modified extragradient algorithms for solving variational inequalities	3
Necessary conditions for weak minima and for strict minima of order two in nonsmooth constrained multiobjective optimization	3
Portfolio optimization with two coherent risk measures	2
On piecewise linear approximations of bilinear terms: structural comparison of univariate and bivariate mixed-integer programming formulations	2
Efficient smooth minorants for global optimization of univariate functions with the first derivative satisfying the interval Lipschitz condition	2
Scalarization and robustness in uncertain vector optimization problems: a non componentwise approach	2
Consistency of statistical estimators of solutions to stochastic optimization problems	2
A variational approach to the alternating projections method	2
A generalized block-iterative projection method for the common fixed point problem induced by cutters	2
A Galerkin approach to optimization in the space of convex and compact subsets of $${\mathbb {R}}^d$$	2
LR-NIMBUS: an interactive algorithm for uncertain multiobjective optimization with lightly robust efficient solutions	2
Error bound of critical points and KL property of exponent 1/2 for squared F-norm regularized factorization	2
A unified Douglas–Rachford algorithm for generalized DC programming	2
Critical sets, crowns and local maximum independent sets	2
Solving mixed-integer nonlinear optimization problems using simultaneous convexification: a case study for gas networks	2
An inertial proximal point method for difference of maximal monotone vector fields in Hadamard manifolds	2
Mixed integer nonlinear optimization models for the Euclidean Steiner tree problem in $$\mathbb {R}^d$$	2
Discretization and global optimization for mixed integer bilinear programming	2
New LP-based local and global algorithms for continuous and mixed-integer nonconvex quadratic programming	2
On the branch and bound algorithm for the extended trust-region subproblem	2
Hopping between distant basins	2
Finding non dominated points for multiobjective integer convex programs with linear constraints	2
NMR assignment through linear programming	2
A non-convex piecewise quadratic approximation of $$\ell _{0}$$ regularization: theory and accelerated algorithm	2
Generalized $${\varepsilon }$$-quasi solutions of set optimization problems	2
An interval branch and bound method for global Robust optimization	2
Nonconvex constrained optimization by a filtering branch and bound	2
Relaxed-inertial proximal point type algorithms for quasiconvex minimization	2
Variable sample-size optimistic mirror descent algorithm for stochastic mixed variational inequalities	2
Decision bounding problems for two-stage distributionally robust stochastic bilevel optimization	2
Which graphs are rigid in $$\ell _p^d$$?	2
On canonical duality theory and constrained optimization problems	2
Filter-based stochastic algorithm for global optimization	2
Distributed primal outer approximation algorithm for sparse convex programming with separable structures	2
Multiobjective optimization with least constraint violation: optimality conditions and exact penalization	2
Parallel algorithm portfolios with adaptive resource allocation strategy	2
A note on completely positive relaxations of quadratic problems in a multiobjective framework	2
Extension of forward-reflected-backward method to non-convex mixed variational inequalities	2
Duality in nonconvex vector optimization	2
Kernel density estimation based distributionally robust mean-CVaR portfolio optimization	2
Characterizations of set order relations and nonlinear scalarizations via generalized oriented distance function in set optimization	2
Fitting feature-dependent Markov chains	2
Near optimal minimal convex hulls of disks	2
Solving polyhedral d.c. optimization problems via concave minimization	2
A Newton Frank–Wolfe method for constrained self-concordant minimization	2
Proximal-like incremental aggregated gradient method with Bregman distance in weakly convex optimization problems	2
Global exact optimization for covering a rectangle with 6 circles	2
Multidimensional Assignment Problem for Multipartite Entity Resolution	2
Solving saddle point problems: a landscape of primal-dual algorithm with larger stepsizes	2
On a borderline between the NP-hard and polynomial-time solvable cases of the flow shop with job-dependent storage requirements	2
EFIX: Exact fixed point methods for distributed optimization	2
Generalizing 0-1 conflict hypergraphs and mixed conflict graphs: mixed conflict hypergraphs in discrete optimization	2
Convex and concave envelopes of artificial neural network activation functions for deterministic global optimization	2
A semidefinite relaxation method for second-order cone tensor eigenvalue complementarity problems	2
Distributionally robust mean-absolute deviation portfolio optimization using wasserstein metric	2
An enhanced logical benders approach for linear programs with complementarity constraints	1
Convergence rates for the heavy-ball continuous dynamics for non-convex optimization, under Polyak–Łojasiewicz condition	1
Optimistic NAUTILUS navigator for multiobjective optimization with costly function evaluations	1
Inverse max+sum spanning tree problem under weighted $$l_{\infty }$$ norm by modifying max-weight vector	1
Global sensing search for nonlinear global optimization	1
A new greedy strategy for maximizing monotone submodular function under a cardinality constraint	1
Low-rank matrix recovery with Ky Fan 2-k-norm	1
An Entropy-Regularized ADMM For Binary Quadratic Programming	1
Second order analysis for robust inclusion systems and applications	1
A genetic algorithm with a self-reproduction operator to solve systems of nonlinear equations	1
Conditions for the stability of ideal efficient solutions in parametric vector optimization via set-valued inclusions	1
Separating bichromatic point sets in the plane by restricted orientation convex hulls	1
A Bregman inertial forward-reflected-backward method for nonconvex minimization	1
Ekeland variational principles involving set perturbations in vector equilibrium problems	1
Solving nonnegative sparsity-constrained optimization via DC quadratic-piecewise-linear approximations	1
Data-driven stochastic optimization for distributional ambiguity with integrated confidence region	1
Quaternion matrix decomposition and its theoretical implications	1
Analysis of the weighted Tchebycheff weight set decomposition for multiobjective discrete optimization problems	1
Calabi-Polyak convexity theorem, Yuan’s lemma and S-lemma: extensions and applications	1
Learning chordal extensions	1
Model risk in mean-variance portfolio selection: an analytic solution to the worst-case approach	1
Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods	1
Optimal correction of the absolute value equations	1
Multiple instance classification via quadratic programming	1
ORCA: Outlier detection and Robust Clustering for Attributed graphs	1
Optimality and error bound for set optimization with application to uncertain multi-objective programming	1
A novel update rule of HALS algorithm for nonnegative matrix factorization and Zangwill’s global convergence	1
The conditional p-dispersion problem	1
Weak and strong convergence of generalized proximal point algorithms with relaxed parameters	1
On complexity and convergence of high-order coordinate descent algorithms for smooth nonconvex box-constrained minimization	1
Unassigned distance geometry and molecular conformation problems	1
Exclusion regions for parameter-dependent systems of equations	1
Some saddle-point theorems for vector-valued functions	1
Sparse conic reformulation of structured QCQPs based on copositive optimization with applications in stochastic optimization	1
Convex projection and convex multi-objective optimization	1
An outer–inner linearization method for non-convex and nondifferentiable composite regularization problems	1
Faster distance-based representative skyline and k-center along pareto front in the plane	1
Time-dependent elliptic quasi-variational-hemivariational inequalities: well-posedness and application	1