Journal of Global Optimization

Article	Citations
Book review on “Convex Analysis and Beyond. Volume I: Basic Theory”, a monograph by Boris S. Mordukhovich and Nguyen Mau Nam	32
A consensus-based optimization method for nonsmooth nonconvex programs with approximated gradient descent scheme	30
A method based on parametric convex programming for solving convex multiplicative programming problem	30
A bi-level programming problem of medicine procurement and production optimization	28
Nonconvex sensitivity-based generalized Benders decomposition	28
Combining gradient information and primitive directions for high-performance Bound-Constrained mixed-integer optimization	25
Configuring an heterogeneous smartgrid network: complexity and approximations for tree topologies	21
Stochastic optimization problems with nonlinear dependence on a probability measure via the Wasserstein metric	19
Characterizations of Strongly Quasiconvex Functions	19
A two-phase sequential algorithm for global optimization of the standard quadratic programming problem	16
Constrained optimization in simulation: efficient global optimization and Karush-Kuhn-Tucker conditions	16
A performance analysis of Basin hopping compared to established metaheuristics for global optimization	15
Open issues and recent advances in DC programming and DCA	15
EFIX: Exact fixed point methods for distributed optimization	14
A survey of exact and approximation algorithms for linear-parametric optimization problems	14
Risk-averse two-stage distributionally robust mixed-integer optimization with decision-dependent ambiguity sets	13
On the global convergence of the proximal gradient method for Tikhonov regularized correction of absolute value equations	12
Data-driven Lipschitz-informed convex underestimators for branch-and-bound optimization of black-box functions	12
Semistrictly and neatly quasiconvex programming using lower global subdifferentials	12
Noncoercive and noncontinuous equilibrium problems: existence theorem in infinite-dimensional spaces	11
Using quadratic cuts to iteratively strengthen convexifications of box quadratic programs	11
Sparse polynomial optimization with matrix constraints	11
Characterization of set order relations and set optimization problems via conic scalarization	11
An active set strategy to address the ill-conditioning of smoothing methods for solving finite linear minimax problems	10
Nested benders decomposition for a deterministic biomass feedstock logistics problem	10

Relaxed-inertial proximal point type algorithms for quasiconvex minimization	10
Hausdorff distance between convex semialgebraic sets	10
Stochastic DC algorithms for general stochastic DC programs with machine learning applications	10
Approximation algorithms for solving the vertex-traversing-constrained mixed Chinese postman problem	9
Optimality conditions for zero-one composite optimization problems	9
An alternating structure-adapted Bregman proximal gradient descent algorithm for constrained nonconvex nonsmooth optimization problems and its inertial variant	9
Subdomain separability in global optimization	9
A linear-time algorithm to compute the conjugate of nonconvex bivariate piecewise linear-quadratic functions	9
Data-trading coordination with government subsidy	9
A new Riemannian Multiplicative Updates for Chordal Nonnegative Matrix Factorization	9
Stability analysis of split equality and split feasibility problems	9
Globalized distributionally robust optimization based on samples	9
Quasi-Newton method with subspace gradients	8
Generalized damped Newton algorithms in nonsmooth optimization via second-order subdifferentials	8
A surrogate-assisted a priori multiobjective evolutionary algorithm for constrained multiobjective optimization problems	8
Support vector machines with the hard-margin loss: optimal training via combinatorial Benders’ cuts	8
Non-convex optimization problems with linear KKT subsystem	8
A refined proximal algorithm for nonconvex multiobjective optimization in Hilbert spaces	8
New bounds and formulations for the deterministic global optimization of Lennard–Jones clusters	7
A new global algorithm for factor-risk-constrained mean-variance portfolio selection	7
Weak and strong convergence theorems for the mixed split feasibility problem in Hilbert spaces	7
Modified general splitting method for the split feasibility problem	7
Double interdiction problem on trees on the sum of root-leaf distances by upgrading edges	7
Mixed polynomial variational inequalities	7
Benefits of the IOPIS paradigm on the landscapes of multiobjective optimization problems	7
A novel algorithm for finding convex hull of a generic polygon with simulation of progressively supporting elastic lines	7
The exact projective penalty method for constrained optimization	7
A Relax-Fix-and-Exclude algorithm for an MINLP problem with multilinear interpolations	7
Error bounds, PL condition, and quadratic growth for weakly convex functions, and linear convergences of proximal point methods	7
Simple proximal-type algorithms for equilibrium problems	7
From individual welfare to global equity: reforming International Environmental Agreements	7
Regret analysis of an online majorized semi-proximal ADMM for online composite optimization	7
Optimality conditions and solution analysis at infinity for nonsmooth optimization problems	7
Hybridizing two linear relaxation techniques in interval-based solvers	7
Strict feasibility for the polynomial complementarity problem	7
A novel graph-theoretical clustering approach to find a reduced set with extreme solutions of Pareto optimal solutions for multi-objective optimization problems	7
Global solution algorithms for DC programming via polyhedral approximations of convex functions	6
Unboundedness of the images of set-valued mappings having closed graphs: application to vector optimization	6
On asymptotic convergence rate of random search	6
A strategy to tighten the relaxation of bilinear terms towards petrochemical scheduling problem	6
A revised monotonicity-based method for computing tight image enclosures of functions	6
Solving saddle point problems: a landscape of primal-dual algorithm with larger stepsizes	6
Distributionally robust fractional optimization of probability of exceedance	6
A new dual-based cutting plane algorithm for nonlinear adjustable robust optimization	6
Computing the recession cone of a convex upper image via convex projection	6
Decision bounding problems for two-stage distributionally robust stochastic bilevel optimization	6
Adaptive piecewise linear relaxations for enclosure computations for nonconvex multiobjective mixed-integer quadratically constrained programs	6
Addressing mixed constraints: an improved framework for black-box optimization	6
Optimality analysis for $$\epsilon $$-quasi solutions of optimization problems via $$\epsilon $$-upper convexificators: a dual approach	5
Conditions for the stability of ideal efficient solutions in parametric vector optimization via set-valued inclusions	5

A QoS and sustainability-driven two-stage service composition method in cloud manufacturing: combining clustering and bi-objective optimization	5
SPLD polynomial optimization and bounded degree SOS hierarchies	5
Some saddle-point theorems for vector-valued functions	5
Structured tensor tuples to polynomial complementarity problems	5
Strong convergence of the composition of firmly nonexpansive mappings	5
Constrained consensus-based optimization and numerical heuristics for the few particle regime	5
On piecewise linear approximations of bilinear terms: structural comparison of univariate and bivariate mixed-integer programming formulations	5
Finding global solutions of some inverse optimal control problems using penalization and semismooth Newton methods	5
Separating bichromatic point sets in the plane by restricted orientation convex hulls	5
A Bregman ADMM for Robust Fused Lasso Estimation with Doubly Nonconvex Regularizers	5
Global convergence of block Bregman proximal iteratively reweighted algorithm with extrapolation	5
A new relaxed projection method for solving the split feasibility problem with multiple output sets	4
Extragradient-type methods with $$\mathcal {O}\left( 1/k\right) $$ last-iterate convergence rates for co-hypomonotone inclusions	4
Subdifferentials of optimal value functions under metric qualification conditions	4
Some accelerated alternating proximal gradient algorithms for a class of nonconvex nonsmooth problems	4
On the convergence result of the gradient-push algorithm on directed graphs with constant stepsize	4
Gaussian Process regression over discrete probability measures: on the non-stationarity relation between Euclidean and Wasserstein Squared Exponential Kernels	4
Aubin property for solution set in multi-objective programming	4
Quasi-Newton type proximal gradient method for nonconvex nonsmooth composite optimization problems	4
Exchange rates and multicommodity international trade: insights from spatial price equilibrium modeling with policy instruments via variational inequalities	4
Stochastic ADMM with variance-reduced recursive momentum and its accelerated variant for nonconvex nonsmooth optimization	4
Monotone submodular maximization under the pairwise capacity constraint	4
Optimization in complex spaces with the mixed Newton method	4
Relaxed method for optimization problems with cardinality constraints	4
Pointwise expected hypervolume improvement for expensive multi-objective optimization	4
Approximating biobjective minimization problems using general ordering cones	4
Preface to the special issue on the $$8^\textrm{th}$$ world congress on global optimization	4
On a tractable single-level reformulation of a multilevel model of the European entry-exit gas market with market power	4
A note on the SDP relaxation of the minimum cut problem	4
The projected-type method for the extended vertical linear complementarity problem revisited	4
On e-monotonicity and maximality of operators in Banach spaces	4
A class of infeasible proximal bundle methods for nonsmooth nonconvex multi-objective optimization problems	4
Tropical gradient descent	4
Optimal Piecewise Linear Approximations for Sigmoid, Tanh, Probability Density and Cumulative Distribution Functions: Tabular Form and R Package pwlapprox2d	4
Kurdyka-Łojasiewicz inequality and error bounds of D-Gap functions for nonsmooth and nonmonotone variational inequality problems	3
A robust multi-objective Bayesian optimization framework considering input uncertainty	3
Efficiency conditions and duality for multiobjective semi-infinite programming problems on Hadamard manifolds	3
Determining solution set of nonlinear inequalities using space-filling curves for finding working spaces of planar robots	3
On generalized KKT points for the Motzkin–Straus program	3
Quasiconjugate duality and optimality conditions for quasiconvex optimization	3
Optimality and solutions for conic robust multiobjective programs	3
Bundle trust region algorithm based on linear subproblem	3
An efficient branch-and-cut algorithm for the minimum covering location problem with distance constraints	3
On polling directions for randomized direct-search approaches: application to beam angle optimization in intensity-modulated proton therapy	3
A Two-Step Proximal Point Algorithm for Nonconvex Equilibrium Problems with Applications to Fractional Programming	3
A K-means Supported Reinforcement Learning Framework to Multi-dimensional Knapsack	3
Comparing reference point based interactive multiobjective optimization methods without a human decision maker	3
Covering a rectangle with 6 circles: a reliable mathematical programming approach	3
Online non-monotone diminishing return submodular maximization in the bandit setting	3
Quadratic convex reformulations for multiObjective binary quadratic programming	3
Robust chance-constrained optimization with discrete distributions	3
Revisiting non-monotone regularized submodular maximization: bi-criteria and PASS approximations	3
Preface	3
Separable Edge-Concave Underestimator for High-Dimensional Signomials in Nonnegative Orthant	3
Optimality and duality for nonsmooth mathematical programming problems with equilibrium constraints	3
POINT-BASED SUFFICIENT CONDITIONS FOR SHARP SOLUTIONS IN NONSMOOTH OPTIMIZATION	3
Directional derivatives and subdifferentials for set-valued maps applied to set optimization	3
Parabolic approximation & relaxation for MINLP	3
Time-optimal computation of the rectilinear convex hull with arbitrary orientation of sets of segments and circles	3
Partial augmented Lagrangian method for non-Lipschitz mathematical programs with complementarity constraints	3
A strong P-formulation for global optimization of industrial water-using and treatment networks	3
Extension of forward-reflected-backward method to non-convex mixed variational inequalities	3
Constraint generation approaches for submodular function maximization leveraging graph properties	3
Approximations of unbounded convex projections and unbounded convex sets	3
An inertial ADMM for a class of nonconvex composite optimization with nonlinear coupling constraints	3
Constructing Tight Quadratic Relaxations for Global Optimization: I. Outer-Approximating Twice-Differentiable Convex Functions	3
An extrapolated proximal iteratively reweighted method for nonconvex composite optimization problems	3
Sparse sub-gaussian random projections for semidefinite programming relaxations	3
Using dual relaxations in multiobjective mixed-integer convex quadratic programming	3
An improved inertial stochastic proximal alternating linearized minimization for nonconvex optimization in machine learning	3
Extended McCormick relaxation rules for handling empty arguments representing infeasibility	3
Multi-step Inertial Accelerated Doubly Stochastic Gradient Methods for Block Term Tensor Decomposition	3
Landscape properties of the very large-scale and the variable neighborhood search metaheuristics for the multidimensional assignment problem	2
Stochastic red-blue set covering: a decomposition approach	2
Computational advances in polynomial optimization: RAPOSa, a freely available global solver	2
Computing two-stage robust optimization with mixed integer structures	2
Consensus-based optimization for multi-objective problems: a multi-swarm approach	2
Mean-risk stochastic integer programming approach for integrated fuel treatment and wildfire response planning with endogenous uncertainty	2
TREGO: a trust-region framework for efficient global optimization	2
Conic relaxations for conic minimax convex polynomial programs with extensions and applications	2

A robust investment-consumption optimization problem in a switching regime interest rate setting	2
Accelerated primal-dual methods for linearly constrained convex optimization problems	2
New semidefinite relaxations for a class of complex quadratic programming problems	2
The interpolating element-free Galerkin method for the p-Laplace double obstacle mixed complementarity problem	2
A utopia point method-based robust vector polynomial optimization scheme	2
An extragradient algorithm for quasiconvex equilibrium problems without monotonicity	2
Relaxations of KKT conditions do not strengthen finite RLT and SDP-RLT bounds for nonconvex quadratic programs	2
Characterisation of zero duality gap for optimization problems in spaces without linear structure	2
Early years of biased random-key genetic algorithms: a systematic review	2
A semi-Bregman proximal alternating method for a class of nonconvex problems: local and global convergence analysis	2
Parallel inexact Levenberg–Marquardt method for nearly-separable nonlinear least squares	2
Interval constraint programming for globally solving catalog-based categorical optimization	2
Inexact bilevel stochastic gradient methods for constrained and unconstrained lower-level problems	2
A bundle-type method for nonsmooth DC programs	2
Outer approximation scheme for weakly convex constrained optimization problems	2
Tightening state relaxations for global dynamic optimization using dynamic cuts	2
AI-based predictive analytics for enhancing data-driven supply chain optimization	2
An optimization approach for transformed low tubal rank of third-order tensors	2
Convex and concave envelopes of artificial neural network activation functions for deterministic global optimization	2
A partial Bregman ADMM with a general relaxation factor for structured nonconvex and nonsmooth optimization	2
Computing one-bit compressive sensing via zero-norm regularized DC loss model and its surrogate	2
Reference-point-based branch and bound algorithm for multiobjective optimization	2
An average-compress algorithm for the sample mean problem under dynamic time warping	2
Minimizers of sparsity regularized least absolute deviations	2
An efficient global optimization algorithm with adaptive estimates of the local Lipschitz constants	2
An oracle-based framework for robust combinatorial optimization	2
Efficient smooth minorants for global optimization of univariate functions with the first derivative satisfying the interval Lipschitz condition	2
Rectilinear convex hull of points in 3D and applications	2
A proximal bundle method for a class of nonconvex nonsmooth composite optimization problems	2
Revisiting Nesterov’s acceleration via high-resolution differential equations	2
Convergence and worst-case complexity of adaptive Riemannian trust-region methods for optimization on manifolds	2
Intersecting ellipses induced by a max-sum matching	2
Inexact primal-dual active set iteration for optimal distribution control of stationary heat or cold source	2
Calmness of partial perturbation to composite rank constraint systems and its applications	2
Exact SDP relaxations for quadratic programs with bipartite graph structures	2
An extragradient algorithm for a lifted reformulation of projected solutions for quasiequilibria	2
Distributed primal outer approximation algorithm for sparse convex programming with separable structures	2
Inexact subgradient algorithm with a non-asymptotic convergence guarantee for copositive programming problems	2
Solution methods for partial inverse combinatorial optimization problems in which weights can only be increased	2
Applying augmented weak subdifferentials and normal cones for nonconvex mathematical programming problems	2
A graphic structure based branch-and-bound algorithm for complex quadratic optimization and applications to magnitude least-square problem	1
On relation between bilevel programming problems and variational inequalities on hadamard manifolds with application to toll optimization problem	1
A Bregman inertial forward-reflected-backward method for nonconvex minimization	1
Global linear convergence of evolution strategies with recombination on scaling-invariant functions	1
A generalized alternating direction implicit method for consensus optimization: application to distributed sparse logistic regression	1
A new optimization approach to solving split equality problems in Hilbert spaces	1
Local search versus linear programming to detect monotonicity in simplicial branch and bound	1
A kinematic smoothing method for tightening convex relaxations of ordinary differential equations	1
NAUTILI: A trade-off-free interactive multiobjective optimization method for group decision making	1
The restricted inverse optimal value problem on shortest path under $$l_1$$ norm on trees	1
System architecture optimization strategies: dealing with expensive hierarchical problems	1
Packing spheres with quasi-containment conditions	1
A distributed proximal splitting method with linesearch for locally Lipschitz gradients	1
Hybrid decomposition and deep learning approach for data-driven FOREX forecasting optimization	1
Quadratic optimization problems with non-crossover and non-separable constraint boundaries	1
Deep learning the efficient frontier of convex vector optimization problems	1
Hesitant adaptive search with estimation and quantile adaptive search for global optimization with noise	1
A relaxed inertial and viscosity method for split feasibility problem and applications to image recovery	1
Scenario consensus algorithms for solving stochastic and dynamic problems	1
On the use of overlapping convex hull relaxations to solve nonconvex MINLPs	1
An effective branch and bound algorithm for generalized risk parity portfolio optimization	1
Nonlinear separation theorems for co-radiant sets and optimality conditions for approximate and proper approximate solutions in vector optimization	1
Efficient enumeration of the optimal solutions to the correlation clustering problem	1
On the Minimization of the Sum of Nonconvex Functions with Applications to Mathematical Programming	1
Spectral projected subgradient method with a 1-memory momentum term for constrained multiobjective optimization problem	1
An efficient stochastic subgradient method for the global placement problem in very large-scale integration circuits	1
A branch-and-bound algorithm for parametric mixed-binary nonlinear programs	1
Global Optimization of Gas Transportation and Storage: Convex Hull Characterizations and Relaxations	1
A linear programming approach to approximating the infinite time reachable set of strictly stable linear control systems	1
The appeals of quadratic majorization–minimization	1
Preface	1
Norm-induced cuts: outer approximation for Lipschitzian constraint functions	1
Stochastic decomposition for risk-averse two-stage stochastic linear programs	1
On convergence of a q-random coordinate constrained algorithm for non-convex problems	1
On existence of solutions to nonconvex minimization problems	1
Minimum flow decomposition in graphs with cycles using integer linear programming	1
Limited memory bundle DC algorithm for sparse pairwise kernel learning	1
Existence of weak efficient solutions of set-valued optimization problems	1
Time-dependent elliptic quasi-variational-hemivariational inequalities: well-posedness and application	1
Weak and strong convergence of generalized proximal point algorithms with relaxed parameters	1
Optimality and error bound for set optimization with application to uncertain multi-objective programming	1
Publisher Correction: On a tractable single-level reformulation of a multilevel model of the European entry-exit gas market with market power	1
Multi-instance learning by maximizing the area under receiver operating characteristic curve	1
Calabi-Polyak convexity theorem, Yuan’s lemma and S-lemma: extensions and applications	1
Accelerated gradient methods with strong convergence to the minimum norm minimizer: a dynamic approach combining time scaling, averaging, and Tikhonov regularization	1
A new partition method for DIRECT-type algorithm based on minimax design	1
Global optimization: a machine learning approach	1
A method for searching for a globally optimal k-partition of higher-dimensional datasets	1
Rank-sparsity decomposition for planted quasi clique recovery	1
An exact algorithm for disaster-resilience augmentation of planar straight-line graphs	1
The rate of convergence of augmented Lagrangian method for bilevel optimization problems with equality constraints	1
Dual optimality conditions for the difference of extended real valued increasing co-radiant functions	1
Stochastic golden ratio algorithm to non-convex stochastic mixed variational inequality problem	1
A new scheme for approximating the weakly efficient solution set of vector rational optimization problems	1
Preface: the special issue dedicated to the 100th anniversary of professor Hoàng Tuy	1