Journal of Global Optimization

Article	Citations
Expected improvement for expensive optimization: a review	85
The DIRECT algorithm: 25 years Later	69
Data-driven distributionally robust chance-constrained optimization with Wasserstein metric	44
Surrogate optimization of deep neural networks for groundwater predictions	39
Production and transport scheduling in flexible job shop manufacturing systems	36
Gaussian process optimization with failures: classification and convergence proof	18
Optimal decision trees for categorical data via integer programming	18
An optimization approach to solving the split feasibility problem in Hilbert spaces	18
Inertial proximal gradient methods with Bregman regularization for a class of nonconvex optimization problems	17
MVMOO: Mixed variable multi-objective optimisation	16
General splitting methods with linearization for the split feasibility problem	16
The exact solution of multiparametric quadratically constrained quadratic programming problems	15
Characterization results of solutions in interval-valued optimization problems with mixed constraints	15
Strong convergence of inertial projection and contraction methods for pseudomonotone variational inequalities with applications to optimal control problems	14
A regularized point cloud registration approach for orthogonal transformations	14
Approximation algorithm for minimum power partial multi-coverage in wireless sensor networks	13
Convergence and rate analysis of a proximal linearized ADMM for nonconvex nonsmooth optimization	12
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
Bilevel cutting-plane algorithm for cardinality-constrained mean-CVaR portfolio optimization	11
Advances in verification of ReLU neural networks	11
Stochastic optimization with adaptive restart: a framework for integrated local and global learning	11
Lagrangian relaxation based heuristics for a chance-constrained optimization model of a hybrid solar-battery storage system	11
Dynamic multicriteria games with asymmetric players	10
An empirical study of various candidate selection and partitioning techniques in the DIRECT framework	10

An extension of the proximal point algorithm beyond convexity	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
A filter proximal bundle method for nonsmooth nonconvex constrained 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
Development of an adaptive infill criterion for constrained multi-objective asynchronous surrogate-based optimization	9
Generalized risk parity portfolio optimization: an ADMM approach	9
Inertial projection and contraction algorithms with larger step sizes for solving quasimonotone variational inequalities	9
Solving unconstrained 0-1 polynomial programs through quadratic convex reformulation	9
A combination of RANSAC and DBSCAN methods for solving the multiple geometrical object detection problem	8
Augmented Lagrangian method for second-order cone programs under second-order sufficiency	8
The finite intersection property for equilibrium problems	8
Maximum shortest path interdiction problem by upgrading edges on trees under weighted $$l_1$$ norm	8
One-exact approximate Pareto sets	8
Finding optimal points for expensive functions using adaptive RBF-based surrogate model via uncertainty quantification	8
Global solutions of nonconvex standard quadratic programs via mixed integer linear programming reformulations	8
Weak convergence of an extended splitting method for monotone inclusions	7
A power penalty approach to a mixed quasilinear elliptic complementarity problem	7
The EMS vehicle patient transportation problem during a demand surge	7
The extreme rays of the $$6\times 6$$ copositive cone	7
A fixed point iterative method for tensor complementarity problems with the implicit Z-tensors	7
Fast algorithms for sparse portfolio selection considering industries and investment styles	7
On the Extension of the DIRECT Algorithm to Multiple Objectives	7
Conical averagedness and convergence analysis of fixed point algorithms	7
Error bound analysis for vector equilibrium problems with partial order provided by a polyhedral cone	7
TREGO: a trust-region framework for efficient global optimization	7
Data-driven spatial branch-and-bound algorithms for box-constrained simulation-based optimization	7
Detecting and solving aircraft conflicts using bilevel programming	7
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
Integrating $$\varepsilon $$-dominance and RBF surrogate optimization for solving computationally expensive many-objective optimization problems	7
Convex hull representations for bounded products of variables	7
The supporting hyperplane optimization toolkit for convex MINLP	7
Accelerated Dai-Liao projection method for solving systems of monotone nonlinear equations with application to image deblurring	7
On stationarity for nonsmooth multiobjective problems with vanishing constraints	6
Supply chain networks, wages, and labor productivity: insights from Lagrange. analysis and computations	6
On $$\Delta $$-modular integer linear problems in the canonical form and equivalent problems	6
Using symbolic calculations to determine largest small polygons	6
Open issues and recent advances in DC programming and DCA	6
Lipschitz-inspired HALRECT algorithm for derivative-free global optimization	6
Stability of efficient solutions to set optimization problems	6
Global dynamic optimization with Hammerstein–Wiener models embedded	6
Copula theory approach to stochastic geometric programming	6
Maximization problems of balancing submodular relevance and supermodular diversity	6
Integer programming formulations and efficient local search for relaxed correlation clustering	6
Second-order KKT optimality conditions for multiobjective discrete optimal control problems	6
Simultaneous distributed-boundary optimal control problems driven by nonlinear complementarity systems	6
Linear convergence of inexact descent method and inexact proximal gradient algorithms for lower-order regularization problems	6

Inverse multiobjective optimization: Inferring decision criteria from data	6
Painlevé-Kuratowski convergence of minimal solutions for set-valued optimization problems via improvement sets	5
On robustness for set-valued optimization problems	5
Numerical methods using two different approximations of space-filling curves for black-box global optimization	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
Polyhedral approximation strategies for nonconvex mixed-integer nonlinear programming in SHOT	5
Efficient computation of minimum-area rectilinear convex hull under rotation and generalizations	5
Solution sets of three sparse optimization problems for multivariate regression	5
Characterizing robust optimal solution sets for nonconvex uncertain semi-infinite programming problems involving tangential subdifferentials	5
Linearization of McCormick relaxations and hybridization with the auxiliary variable method	5
A scalarization scheme for binary relations with applications to set-valued and robust optimization	5
Geoffrion’s proper efficiency in linear fractional vector optimization with unbounded constraint sets	5
An approximation algorithm for multi-objective optimization problems using a box-coverage	5
Improved interval methods for solving circle packing problems in the unit square	5
On strong duality in linear copositive programming	5
Scenario-based cuts for structured two-stage stochastic and distributionally robust p-order conic mixed integer programs	5
Primal-dual splittings as fixed point iterations in the range of linear operators	5
On maximum-sum matchings of points	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
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
Exact SDP relaxations of quadratically constrained quadratic programs with forest structures	5
A fast and deterministic algorithm for Knapsack-constrained monotone DR-submodular maximization over an integer lattice	4
Packing convex polygons in minimum-perimeter convex hulls	4
On global subdifferentials with applications in nonsmooth optimization	4
A variable neighborhood search algorithm for the $$ (r{\mid }p) $$ hub–centroid problem under the price war	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
Dynamical system for solving bilevel variational inequalities	4
A three-stage stochastic optimization model integrating 5G technology and UAVs for disaster management	4
Multi-objective dynamic programming with limited precision	4
Tight bounds on the maximal perimeter and the maximal width of convex small polygons	4
New inertial forward-backward type for variational inequalities with Quasi-monotonicity	4
Adaptive seeding for profit maximization in social networks	4
Alternating DC algorithm for partial DC programming problems	4
Gaining or losing perspective	4
Branch-and-price for a class of nonconvex mixed-integer nonlinear programs	4
Vertex quickest 1-center location problem on trees and its inverse problem under weighted $$l_\infty $$ norm	4
The robust bilevel continuous knapsack problem with uncertain coefficients in the follower’s objective	4
Hospital service levels during drug shortages: Stocking and transshipment policies for pharmaceutical inventory	4
Convex projection and convex multi-objective optimization	3
Cheaper relaxation and better approximation for multi-ball constrained quadratic optimization and extension	3
On new methods to construct lower bounds in simplicial branch and bound based on interval arithmetic	3
Parallel algorithm portfolios with adaptive resource allocation strategy	3
A robust multi-objective Bayesian optimization framework considering input uncertainty	3
On convex lower-level black-box constraints in bilevel optimization with an application to gas market models with chance constraints	3
An efficient alternating minimization method for fourth degree polynomial optimization	3
Optimality conditions based on the Fréchet second-order subdifferential	3
A binary search algorithm for univariate data approximation and estimation of extrema by piecewise monotonic constraints	3
Global convergence of model function based Bregman proximal minimization algorithms	3
Two-step inertial Bregman alternating minimization algorithm for nonconvex and nonsmooth problems	3
A DIRECT-type global optimization algorithm for image registration	3
A dual approach to multi-dimensional assignment problems	3
Bounds on efficient outcomes for large-scale cardinality-constrained Markowitz problems	3
Relaxed-inertial proximal point type algorithms for quasiconvex minimization	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
Directional derivatives and subdifferentials for set-valued maps applied to set optimization	3
Several approximation algorithms for sparse best rank-1 approximation to higher-order tensors	3
Extension of forward-reflected-backward method to non-convex mixed variational inequalities	3
Alternative regularizations for Outer-Approximation algorithms for convex MINLP	3
Variational rationality, variational principles and the existence of traps in a changing environment	3
On the relation between the extended supporting hyperplane algorithm and Kelley’s cutting plane algorithm	3
Global optimization of mixed-integer nonlinear programs with SCIP 8	3
Scalar and vector equilibrium problems with pairs of bifunctions	3
Cooperative multiobjective optimization with bounds on objective functions	3
A method for convex black-box integer global optimization	3
On nondegenerate M-stationary points for sparsity constrained nonlinear optimization	3
Global linear convergence of evolution strategies with recombination on scaling-invariant functions	3
Existence results for solutions of mixed tensor variational inequalities	3
An optimization approach for winner determination problem considering transportation cost discounts	3
A model of anytime algorithm performance for bi-objective optimization	3
Smoothing Newton method for nonsmooth second-order cone complementarity problems with application to electric power markets	3
Penalized semidefinite programming for quadratically-constrained quadratic optimization	3
Maximizing a non-decreasing non-submodular function subject to various types of constraints	3
Necessary conditions for weak minima and for strict minima of order two in nonsmooth constrained multiobjective optimization	3
One-Step iterative method for bilevel equilibrium problem in Hilbert space	3
A generalized block-iterative projection method for the common fixed point problem induced by cutters	3

Generalized damped Newton algorithms in nonsmooth optimization via second-order subdifferentials	3
The lower bounded inverse optimal value problem on minimum spanning tree under unit $$l_{\infty }$$ norm	3
Exchange rates and multicommodity international trade: insights from spatial price equilibrium modeling with policy instruments via variational inequalities	3
Filter-based stochastic algorithm for global optimization	3