Journal of Global Optimization

Article	Citations
Expected improvement for expensive optimization: a review	97
The DIRECT algorithm: 25 years Later	75
Data-driven distributionally robust chance-constrained optimization with Wasserstein metric	49
Production and transport scheduling in flexible job shop manufacturing systems	43
An optimization approach to solving the split feasibility problem in Hilbert spaces	23
Optimal decision trees for categorical data via integer programming	22
Gaussian process optimization with failures: classification and convergence proof	19
Inertial proximal gradient methods with Bregman regularization for a class of nonconvex optimization problems	19
MVMOO: Mixed variable multi-objective optimisation	18
The exact solution of multiparametric quadratically constrained quadratic programming problems	17
Strong convergence of inertial projection and contraction methods for pseudomonotone variational inequalities with applications to optimal control problems	17
General splitting methods with linearization for the split feasibility problem	17
Characterization results of solutions in interval-valued optimization problems with mixed constraints	16
A regularized point cloud registration approach for orthogonal transformations	14
Maximizing DR-submodular+supermodular functions on the integer lattice subject to a cardinality constraint	13
Stochastic optimization with adaptive restart: a framework for integrated local and global learning	13
Approximation algorithm for minimum power partial multi-coverage in wireless sensor networks	13
Advances in verification of ReLU neural networks	13
Convergence and rate analysis of a proximal linearized ADMM for nonconvex nonsmooth optimization	13
Bilevel cutting-plane algorithm for cardinality-constrained mean-CVaR portfolio optimization	12
Inertial projection and contraction algorithms with larger step sizes for solving quasimonotone variational inequalities	12
Lagrangian relaxation based heuristics for a chance-constrained optimization model of a hybrid solar-battery storage system	11
A general branch-and-bound framework for continuous global multiobjective optimization	11
A filter proximal bundle method for nonsmooth nonconvex constrained optimization	10
A fixed point iterative method for tensor complementarity problems with the implicit Z-tensors	10

An extension of the proximal point algorithm beyond convexity	10
Refugee migration networks and regulations: a multiclass, multipath variational inequality framework	10
Detecting and solving aircraft conflicts using bilevel programming	10
Dynamic multicriteria games with asymmetric players	10
An empirical study of various candidate selection and partitioning techniques in the DIRECT framework	10
TREGO: a trust-region framework for efficient global optimization	9
Review and comparison of algorithms and software for mixed-integer derivative-free optimization	9
Solving unconstrained 0-1 polynomial programs through quadratic convex reformulation	9
New inertial forward-backward type for variational inequalities with Quasi-monotonicity	9
Global solutions of nonconvex standard quadratic programs via mixed integer linear programming reformulations	9
The supporting hyperplane optimization toolkit for convex MINLP	8
On $$\Delta $$-modular integer linear problems in the canonical form and equivalent problems	8
Inverse multiobjective optimization: Inferring decision criteria from data	8
The finite intersection property for equilibrium problems	8
A three-stage stochastic optimization model integrating 5G technology and UAVs for disaster management	8
Maximum shortest path interdiction problem by upgrading edges on trees under weighted $$l_1$$ norm	8
Augmented Lagrangian method for second-order cone programs under second-order sufficiency	8
Data-driven spatial branch-and-bound algorithms for box-constrained simulation-based optimization	8
Weak convergence of an extended splitting method for monotone inclusions	8
Conical averagedness and convergence analysis of fixed point algorithms	8
Global dynamic optimization with Hammerstein–Wiener models embedded	8
One-exact approximate Pareto sets	8
Accelerated Dai-Liao projection method for solving systems of monotone nonlinear equations with application to image deblurring	8
Global optimization for the multilevel European gas market system with nonlinear flow models on trees	8
A combination of RANSAC and DBSCAN methods for solving the multiple geometrical object detection problem	8
A power penalty approach to a mixed quasilinear elliptic complementarity problem	7
Necessary conditions for weak minima and for strict minima of order two in nonsmooth constrained multiobjective optimization	7
The extreme rays of the $$6\times 6$$ copositive cone	7
Linear convergence of inexact descent method and inexact proximal gradient algorithms for lower-order regularization problems	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
Stability of efficient solutions to set optimization problems	7
A heuristic and metaheuristic approach to the static weapon target assignment problem	7
Lipschitz-inspired HALRECT algorithm for derivative-free global optimization	7
The EMS vehicle patient transportation problem during a demand surge	7
Convex hull representations for bounded products of variables	7
On the Extension of the DIRECT Algorithm to Multiple Objectives	7
Proximity measures based on KKT points for constrained multi-objective optimization	6
Copula theory approach to stochastic geometric programming	6
Efficient computation of minimum-area rectilinear convex hull under rotation and generalizations	6
Characterizing robust optimal solution sets for nonconvex uncertain semi-infinite programming problems involving tangential subdifferentials	6
Scenario-based cuts for structured two-stage stochastic and distributionally robust p-order conic mixed integer programs	6
Integer programming formulations and efficient local search for relaxed correlation clustering	6
Packing convex polygons in minimum-perimeter convex hulls	6
Linearization of McCormick relaxations and hybridization with the auxiliary variable method	6
Linear convergence of a nonmonotone projected gradient method for multiobjective optimization	6
An approximation algorithm for multi-objective optimization problems using a box-coverage	6
Improved interval methods for solving circle packing problems in the unit square	6
Maximization problems of balancing submodular relevance and supermodular diversity	6
Painlevé-Kuratowski convergence of minimal solutions for set-valued optimization problems via improvement sets	6

Primal-dual splittings as fixed point iterations in the range of linear operators	6
On robustness for set-valued optimization problems	6
Second-order KKT optimality conditions for multiobjective discrete optimal control problems	6
Supply chain networks, wages, and labor productivity: insights from Lagrange. analysis and computations	6
Simultaneous distributed-boundary optimal control problems driven by nonlinear complementarity systems	6
Solution sets of three sparse optimization problems for multivariate regression	6
Exact SDP relaxations of quadratically constrained quadratic programs with forest structures	6
Open issues and recent advances in DC programming and DCA	6
Gaining or losing perspective	6
On stationarity for nonsmooth multiobjective problems with vanishing constraints	6
Numerical methods using two different approximations of space-filling curves for black-box global optimization	5
Side-constrained minimum sum-of-squares clustering: mathematical programming and random projections	5
Polyhedral approximation strategies for nonconvex mixed-integer nonlinear programming in SHOT	5
On strong duality in linear copositive programming	5
Resolving learning rates adaptively by locating stochastic non-negative associated gradient projection points using line searches	5
Branch-and-price for a class of nonconvex mixed-integer nonlinear programs	5
Vertex quickest 1-center location problem on trees and its inverse problem under weighted $$l_\infty $$ norm	5
Geoffrion’s proper efficiency in linear fractional vector optimization with unbounded constraint sets	5
Bounds on efficient outcomes for large-scale cardinality-constrained Markowitz problems	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
Hospital service levels during drug shortages: Stocking and transshipment policies for pharmaceutical inventory	5
On maximum-sum matchings of points	5
A scalarization scheme for binary relations with applications to set-valued and robust optimization	5
Partial gradient optimal thresholding algorithms for a class of sparse optimization problems	5
The robust bilevel continuous knapsack problem with uncertain coefficients in the follower’s objective	5
Adaptive seeding for profit maximization in social networks	5
Alternating DC algorithm for partial DC programming problems	5
Cooperative multiobjective optimization with bounds on objective functions	5
Multi-objective dynamic programming with limited precision	4
On global subdifferentials with applications in nonsmooth optimization	4
Global optimization of mixed-integer nonlinear programs with SCIP 8	4
A variable neighborhood search algorithm for the $$ (r{\mid }p) $$ hub–centroid problem under the price war	4
Optimality and duality for nonsmooth mathematical programming problems with equilibrium constraints	4
Near optimal minimal convex hulls of disks	4
Optimality conditions based on the Fréchet second-order subdifferential	4
Directional derivatives and subdifferentials for set-valued maps applied to set optimization	4
Scalar and vector equilibrium problems with pairs of bifunctions	4
A generalized block-iterative projection method for the common fixed point problem induced by cutters	4
Exchange rates and multicommodity international trade: insights from spatial price equilibrium modeling with policy instruments via variational inequalities	4
The lower bounded inverse optimal value problem on minimum spanning tree under unit $$l_{\infty }$$ norm	4
Convex projection and convex multi-objective optimization	4
Solving saddle point problems: a landscape of primal-dual algorithm with larger stepsizes	4
An efficient alternating minimization method for fourth degree polynomial optimization	4
Tight bounds on the maximal perimeter and the maximal width of convex small polygons	4
Generalized damped Newton algorithms in nonsmooth optimization via second-order subdifferentials	4
Efficient approximation of the metric CVRP in spaces of fixed doubling dimension	4
On a borderline between the NP-hard and polynomial-time solvable cases of the flow shop with job-dependent storage requirements	4
Dynamical system for solving bilevel variational inequalities	4
A fast and deterministic algorithm for Knapsack-constrained monotone DR-submodular maximization over an integer lattice	4
On new methods to construct lower bounds in simplicial branch and bound based on interval arithmetic	3
Smoothing Newton method for nonsmooth second-order cone complementarity problems with application to electric power markets	3
An extragradient algorithm for quasiconvex equilibrium problems without monotonicity	3
One-Step iterative method for bilevel equilibrium problem in Hilbert space	3
A binary search algorithm for univariate data approximation and estimation of extrema by piecewise monotonic constraints	3
Kernel density estimation based distributionally robust mean-CVaR portfolio optimization	3
Analysis of the weighted Tchebycheff weight set decomposition for multiobjective discrete optimization problems	3
Proximal-like incremental aggregated gradient method with Bregman distance in weakly convex optimization problems	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
An Entropy-Regularized ADMM For Binary Quadratic Programming	3
Approximation algorithms for the individually fair k-center with outliers	3
Sparse estimation via lower-order penalty optimization methods in high-dimensional linear regression	3
Relaxed-inertial proximal point type algorithms for quasiconvex minimization	3
Zeroth-order single-loop algorithms for nonconvex-linear minimax problems	3
Maximizing a non-decreasing non-submodular function subject to various types of constraints	3
Global convergence of model function based Bregman proximal minimization algorithms	3
A robust multi-objective Bayesian optimization framework considering input uncertainty	3
Globally minimizing a class of linear multiplicative forms via simplicial branch-and-bound	3
Consistency of statistical estimators of solutions to stochastic optimization problems	3
Multidimensional Assignment Problem for Multipartite Entity Resolution	3
A dual approach to multi-dimensional assignment problems	3
An inertial proximal point method for difference of maximal monotone vector fields in Hadamard manifolds	3
A Newton Frank–Wolfe method for constrained self-concordant minimization	3
Cheaper relaxation and better approximation for multi-ball constrained quadratic optimization and extension	3
Existence results for solutions of mixed tensor variational inequalities	3
Mixed integer nonlinear optimization models for the Euclidean Steiner tree problem in $$\mathbb {R}^d$$	3
Exact SDP reformulations of adjustable robust linear programs with box uncertainties under separable quadratic decision rules via SOS representations of non-negativity	3
Distributionally robust mean-absolute deviation portfolio optimization using wasserstein metric	3
Alternative regularizations for Outer-Approximation algorithms for convex MINLP	3

On convex lower-level black-box constraints in bilevel optimization with an application to gas market models with chance constraints	3
Variational rationality, variational principles and the existence of traps in a changing environment	3
Efficient smooth minorants for global optimization of univariate functions with the first derivative satisfying the interval Lipschitz condition	3
Two-step inertial Bregman alternating minimization algorithm for nonconvex and nonsmooth problems	3
A unified Douglas–Rachford algorithm for generalized DC programming	3
A method for convex black-box integer global optimization	3
Finding non dominated points for multiobjective integer convex programs with linear constraints	3
An optimization approach for winner determination problem considering transportation cost discounts	3
Several approximation algorithms for sparse best rank-1 approximation to higher-order tensors	3
Multiobjective optimization with least constraint violation: optimality conditions and exact penalization	3
Parallel algorithm portfolios with adaptive resource allocation strategy	3
Hopping between distant basins	2
A novel update rule of HALS algorithm for nonnegative matrix factorization and Zangwill’s global convergence	2
Compact mixed-integer programming formulations in quadratic optimization	2
A smoothing quasi-Newton method for solving general second-order cone complementarity problems	2
A derivative-free scaling memoryless DFP method for solving large scale nonlinear monotone equations	2
IPRQP: a primal-dual interior-point relaxation algorithm for convex quadratic programming	2
Graph, clique and facet of boolean logical polytope	2
Subdifferentials of optimal value functions under metric qualification conditions	2
Generalizing 0-1 conflict hypergraphs and mixed conflict graphs: mixed conflict hypergraphs in discrete optimization	2
Scalarization and robustness in uncertain vector optimization problems: a non componentwise approach	2
Global exact optimization for covering a rectangle with 6 circles	2
A semidefinite relaxation method for second-order cone tensor eigenvalue complementarity problems	2
Solving mixed-integer nonlinear optimization problems using simultaneous convexification: a case study for gas networks	2
Decision bounding problems for two-stage distributionally robust stochastic bilevel optimization	2
Extension of forward-reflected-backward method to non-convex mixed variational inequalities	2
An interval branch and bound method for global Robust optimization	2
Critical sets, crowns and local maximum independent sets	2
Computational advances in polynomial optimization: RAPOSa, a freely available global solver	2
On piecewise linear approximations of bilinear terms: structural comparison of univariate and bivariate mixed-integer programming formulations	2
New LP-based local and global algorithms for continuous and mixed-integer nonconvex quadratic programming	2
Inverse max+sum spanning tree problem under weighted $$l_{\infty }$$ norm by modifying max-weight vector	2
A criterion-space branch-reduction-bound algorithm for solving generalized multiplicative problems	2
An alternative perspective on copositive and convex relaxations of nonconvex quadratic programs	2
Unique solvability of weakly homogeneous generalized variational inequalities	2
Generalized $${\varepsilon }$$-quasi solutions of set optimization problems	2
Nonconvex constrained optimization by a filtering branch and bound	2
Scalable Bayesian optimization with generalized product of experts	2
Distributed primal outer approximation algorithm for sparse convex programming with separable structures	2
Variable sample-size optimistic mirror descent algorithm for stochastic mixed variational inequalities	2
Improving exploration strategies in large dimensions and rate of convergence of global random search algorithms	2
A novel graph-theoretical clustering approach to find a reduced set with extreme solutions of Pareto optimal solutions for multi-objective optimization problems	2
A non-convex piecewise quadratic approximation of $$\ell _{0}$$ regularization: theory and accelerated algorithm	2
Weak and strong convergence of generalized proximal point algorithms with relaxed parameters	2
Convex and concave envelopes of artificial neural network activation functions for deterministic global optimization	2
Separating bichromatic point sets in the plane by restricted orientation convex hulls	2
Convergence rates for the heavy-ball continuous dynamics for non-convex optimization, under Polyak–Łojasiewicz condition	2
KKT-based primal-dual exactness conditions for the Shor relaxation	2
EFIX: Exact fixed point methods for distributed optimization	2
On canonical duality theory and constrained optimization problems	2
On the branch and bound algorithm for the extended trust-region subproblem	2
A Galerkin approach to optimization in the space of convex and compact subsets of $${\mathbb {R}}^d$$	2
Portfolio optimization with two coherent risk measures	2
Quaternion matrix decomposition and its theoretical implications	2
An objective penalty function method for biconvex programming	2
Low-rank matrix recovery with Ky Fan 2-k-norm	2
Fitting feature-dependent Markov chains	2
NMR assignment through linear programming	2
Which graphs are rigid in $$\ell _p^d$$?	2
Discretization and global optimization for mixed integer bilinear programming	2
LR-NIMBUS: an interactive algorithm for uncertain multiobjective optimization with lightly robust efficient solutions	2
Randomized algorithms for the computation of multilinear rank-$$(\mu _1,\mu _2,\mu _3)$$ approximations	2
Multiple instance classification via quadratic programming	2
Global sensing search for nonlinear global optimization	2
A note on completely positive relaxations of quadratic problems in a multiobjective framework	2
Convexification techniques for linear complementarity constraints	2
Error bound of critical points and KL property of exponent 1/2 for squared F-norm regularized factorization	2
Consensus-based optimization for multi-objective problems: a multi-swarm approach	2
A variational approach to the alternating projections method	2
Time-dependent elliptic quasi-variational-hemivariational inequalities: well-posedness and application	2
A mini-batch stochastic conjugate gradient algorithm with variance reduction	2
Characterizations of set order relations and nonlinear scalarizations via generalized oriented distance function in set optimization	2
Duality in nonconvex vector optimization	2
On complexity and convergence of high-order coordinate descent algorithms for smooth nonconvex box-constrained minimization	2
Speed scaling scheduling of multiprocessor jobs with energy constraint and makespan criterion	1
Optimality and error bound for set optimization with application to uncertain multi-objective programming	1
Unconstrained minimization of block-circulant polynomials via semidefinite program in third-order tensor space	1
Model risk in mean-variance portfolio selection: an analytic solution to the worst-case approach	1
A Bregman inertial forward-reflected-backward method for nonconvex minimization	1
Faster distance-based representative skyline and k-center along pareto front in the plane	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
Gaining or losing perspective for convex multivariate functions on a simplex	1
Calabi-Polyak convexity theorem, Yuan’s lemma and S-lemma: extensions and applications	1
Optimistic NAUTILUS navigator for multiobjective optimization with costly function evaluations	1
Second order analysis for robust inclusion systems and applications	1
Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods	1
Zeroth-order algorithms for nonconvex–strongly-concave minimax problems with improved complexities	1
The conditional p-dispersion problem	1
Ekeland variational principles involving set perturbations in vector equilibrium problems	1
Adaptive piecewise linear relaxations for enclosure computations for nonconvex multiobjective mixed-integer quadratically constrained programs	1
Exclusion regions for parameter-dependent systems of equations	1
Sparse conic reformulation of structured QCQPs based on copositive optimization with applications in stochastic optimization	1
An outer–inner linearization method for non-convex and nondifferentiable composite regularization problems	1
ORCA: Outlier detection and Robust Clustering for Attributed graphs	1