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	30
Speed scaling scheduling of multiprocessor jobs with energy constraint and makespan criterion	22
Exclusion regions for parameter-dependent systems of equations	22
A method based on parametric convex programming for solving convex multiplicative programming problem	22
Low-rank matrix recovery with Ky Fan 2-k-norm	20
Global convergence of model function based Bregman proximal minimization algorithms	20
A two-phase sequential algorithm for global optimization of the standard quadratic programming problem	17
Stochastic optimization problems with nonlinear dependence on a probability measure via the Wasserstein metric	17
A performance analysis of Basin hopping compared to established metaheuristics for global optimization	14
Nonconvex sensitivity-based generalized Benders decomposition	14
Constrained optimization in simulation: efficient global optimization and Karush-Kuhn-Tucker conditions	14
Alternative regularizations for Outer-Approximation algorithms for convex MINLP	14
An extension of the proximal point algorithm beyond convexity	13
A bi-level programming problem of medicine procurement and production optimization	13
Configuring an heterogeneous smartgrid network: complexity and approximations for tree topologies	13
Open issues and recent advances in DC programming and DCA	12
Noncoercive and noncontinuous equilibrium problems: existence theorem in infinite-dimensional spaces	12
Improved interval methods for solving circle packing problems in the unit square	12
Exact SDP reformulations of adjustable robust linear programs with box uncertainties under separable quadratic decision rules via SOS representations of non-negativity	12
Semistrictly and neatly quasiconvex programming using lower global subdifferentials	11
Nested benders decomposition for a deterministic biomass feedstock logistics problem	11
A new greedy strategy for maximizing monotone submodular function under a cardinality constraint	11
EFIX: Exact fixed point methods for distributed optimization	11
Characterizations of set order relations and nonlinear scalarizations via generalized oriented distance function in set optimization	11
Subdomain separability in global optimization	10

Inertial projection and contraction algorithms with larger step sizes for solving quasimonotone variational inequalities	10
Optimal deterministic and robust selection of electricity contracts	10
Relaxed-inertial proximal point type algorithms for quasiconvex minimization	10
Approximation algorithms for solving the vertex-traversing-constrained mixed Chinese postman problem	10
An active set strategy to address the ill-conditioning of smoothing methods for solving finite linear minimax problems	9
MVMOO: Mixed variable multi-objective optimisation	9
Hausdorff distance between convex semialgebraic sets	9
A linear-time algorithm to compute the conjugate of nonconvex bivariate piecewise linear-quadratic functions	9
Bilevel cutting-plane algorithm for cardinality-constrained mean-CVaR portfolio optimization	9
Improved variance reduction extragradient method with line search for stochastic variational inequalities	9
Stability analysis of split equality and split feasibility problems	9
A surrogate-assisted a priori multiobjective evolutionary algorithm for constrained multiobjective optimization problems	8
Four algorithms to solve symmetric multi-type non-negative matrix tri-factorization problem	8
Data-trading coordination with government subsidy	8
A refined proximal algorithm for nonconvex multiobjective optimization in Hilbert spaces	8
Tight compact extended relaxations for nonconvex quadratic programming problems with box constraints	8
A generalized block-iterative projection method for the common fixed point problem induced by cutters	8
An alternating structure-adapted Bregman proximal gradient descent algorithm for constrained nonconvex nonsmooth optimization problems and its inertial variant	8
An objective penalty function method for biconvex programming	8
Sparse regularization via bidualization	8
On the maxima of motzkin-straus programs and cliques of graphs	8
Compact mixed-integer programming formulations in quadratic optimization	8
Generalized damped Newton algorithms in nonsmooth optimization via second-order subdifferentials	8
Support vector machines with the hard-margin loss: optimal training via combinatorial Benders’ cuts	8
New bounds and formulations for the deterministic global optimization of Lennard–Jones clusters	8
On the branch and bound algorithm for the extended trust-region subproblem	7
The exact projective penalty method for constrained optimization	7
Hybridizing two linear relaxation techniques in interval-based solvers	7
Discretization and global optimization for mixed integer bilinear programming	7
Two-step inertial Bregman alternating minimization algorithm for nonconvex and nonsmooth problems	7
Regret analysis of an online majorized semi-proximal ADMM for online composite optimization	7
Globalized distributionally robust optimization based on samples	7
The projected polar proximal point algorithm converges globally	7
A novel algorithm for finding convex hull of a generic polygon with simulation of progressively supporting elastic lines	7
A new global algorithm for factor-risk-constrained mean-variance portfolio selection	7
Correction to: Numerical certification of Pareto optimality for biobjective nonlinear problems	7
Hopping between distant basins	7
Modified general splitting method for the split feasibility problem	7
Gaining or losing perspective	6
Simple proximal-type algorithms for equilibrium problems	6
Computing the recession cone of a convex upper image via convex projection	6
A novel update rule of HALS algorithm for nonnegative matrix factorization and Zangwill’s global convergence	6
On asymptotic convergence rate of random search	6
Optimality analysis for $$\epsilon $$-quasi solutions of optimization problems via $$\epsilon $$-upper convexificators: a dual approach	6
One-Step iterative method for bilevel equilibrium problem in Hilbert space	6
Double interdiction problem on trees on the sum of root-leaf distances by upgrading edges	6
A novel graph-theoretical clustering approach to find a reduced set with extreme solutions of Pareto optimal solutions for multi-objective optimization problems	6
A new dual-based cutting plane algorithm for nonlinear adjustable robust optimization	6
Decision bounding problems for two-stage distributionally robust stochastic bilevel optimization	6
Unboundedness of the images of set-valued mappings having closed graphs: application to vector optimization	6

Mixed polynomial variational inequalities	6
Strict feasibility for the polynomial complementarity problem	6
Solving non-monotone equilibrium problems via a DIRECT-type approach	6
A revised monotonicity-based method for computing tight image enclosures of functions	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
Finding global solutions of some inverse optimal control problems using penalization and semismooth Newton methods	5
Second order analysis for robust inclusion systems and applications	5
A modified simplex partition algorithm to test copositivity	5
An adaptive high order method for finding third-order critical points of nonconvex optimization	5
Approximation algorithms for the individually fair k-center with outliers	5
A strategy to tighten the relaxation of bilinear terms towards petrochemical scheduling problem	5
Solving saddle point problems: a landscape of primal-dual algorithm with larger stepsizes	5
Strong convergence of the composition of firmly nonexpansive mappings	5
Conditions for the stability of ideal efficient solutions in parametric vector optimization via set-valued inclusions	5
Hospital service levels during drug shortages: Stocking and transshipment policies for pharmaceutical inventory	5
Quaternion matrix decomposition and its theoretical implications	5
Some saddle-point theorems for vector-valued functions	5
A Newton Frank–Wolfe method for constrained self-concordant minimization	5
An approximate lower order penalty approach for solving second-order cone linear complementarity problems	5
A QoS and sustainability-driven two-stage service composition method in cloud manufacturing: combining clustering and bi-objective optimization	5
Global convergence of block Bregman proximal iteratively reweighted algorithm with extrapolation	4
Optimization in complex spaces with the mixed Newton method	4
On the convergence result of the gradient-push algorithm on directed graphs with constant stepsize	4
On a tractable single-level reformulation of a multilevel model of the European entry-exit gas market with market power	4
A geometric branch and bound method for robust maximization of convex functions	4
Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods	4
Characterization results of solutions in interval-valued optimization problems with mixed constraints	4
Sufficient conditions for existence of global minimizers of functions on Hilbert spaces	4
On piecewise linear approximations of bilinear terms: structural comparison of univariate and bivariate mixed-integer programming formulations	4
Special Issue: 18th International conference on mathematical optimization theory and operations research (MOTOR 2019)	4
Some accelerated alternating proximal gradient algorithms for a class of nonconvex nonsmooth problems	4
Subdifferentials of optimal value functions under metric qualification conditions	4
The supporting hyperplane optimization toolkit for convex MINLP	4
A note on the SDP relaxation of the minimum cut problem	4
Separating bichromatic point sets in the plane by restricted orientation convex hulls	4
Exact SDP relaxations of quadratically constrained quadratic programs with forest structures	4
Several approximation algorithms for sparse best rank-1 approximation to higher-order tensors	4
Correction to: Brezis pseudomonotone bifunctions and quasi equilibrium problems via penalization	4
Structured tensor tuples to polynomial complementarity problems	4
Simultaneous distributed-boundary optimal control problems driven by nonlinear complementarity systems	4
Exchange rates and multicommodity international trade: insights from spatial price equilibrium modeling with policy instruments via variational inequalities	4
On nondegenerate M-stationary points for sparsity constrained nonlinear optimization	4
Preface to the special issue dedicated to the 6th World Congress on Global Optimization held in Metz, France, July 8–10, 2019	4
Characterizing robust optimal solution sets for nonconvex uncertain semi-infinite programming problems involving tangential subdifferentials	4
Convex projection and convex multi-objective optimization	4
A genetic algorithm with a self-reproduction operator to solve systems of nonlinear equations	4
A facial reduction approach for the single source localization problem	3
Constraint generation approaches for submodular function maximization leveraging graph properties	3
Graph, clique and facet of boolean logical polytope	3
Revisiting non-monotone regularized submodular maximization: bi-criteria and PASS approximations	3
Multi-stage portfolio selection problem with dynamic stochastic dominance constraints	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
Numerical certification of Pareto optimality for biobjective nonlinear problems	3
Supply chain networks, wages, and labor productivity: insights from Lagrange. analysis and computations	3
Relaxed method for optimization problems with cardinality constraints	3
On e-monotonicity and maximality of operators in Banach spaces	3
Partial gradient optimal thresholding algorithms for a class of sparse optimization problems	3
Approximating biobjective minimization problems using general ordering cones	3
On reduction of exhausters via a support function representation	3
A K-means Supported Reinforcement Learning Framework to Multi-dimensional Knapsack	3
On polling directions for randomized direct-search approaches: application to beam angle optimization in intensity-modulated proton therapy	3
A class of infeasible proximal bundle methods for nonsmooth nonconvex multi-objective optimization problems	3
Extension of forward-reflected-backward method to non-convex mixed variational inequalities	3
The projected-type method for the extended vertical linear complementarity problem revisited	3
Aubin property for solution set in multi-objective programming	3
Interior quasi-subgradient method with non-Euclidean distances for constrained quasi-convex optimization problems in hilbert spaces	3
Fractional 0–1 programming and submodularity	3
Extragradient-type methods with $$\mathcal {O}\left( 1/k\right) $$ last-iterate convergence rates for co-hypomonotone inclusions	3
Sparse signal recovery via generalized gaussian function	3
On maximum-sum matchings of points	3
An exact algorithm for constructing minimum Euclidean skeletons of polygons	3
Extended McCormick relaxation rules for handling empty arguments representing infeasibility	3
Online non-monotone diminishing return submodular maximization in the bandit setting	3
A strong P-formulation for global optimization of industrial water-using and treatment networks	3
Determining solution set of nonlinear inequalities using space-filling curves for finding working spaces of planar robots	3
Distributionally robust mean-absolute deviation portfolio optimization using wasserstein metric	3
Pointwise expected hypervolume improvement for expensive multi-objective optimization	3
Approximations of unbounded convex projections and unbounded convex sets	3

New inertial forward-backward type for variational inequalities with Quasi-monotonicity	3
An exact projection-based algorithm for bilevel mixed-integer problems with nonlinearities	3
Hidden invariant convexity for global and conic-intersection optimality guarantees in discrete-time optimal control	3
Gaussian Process regression over discrete probability measures: on the non-stationarity relation between Euclidean and Wasserstein Squared Exponential Kernels	3
TREGO: a trust-region framework for efficient global optimization	2
An extragradient algorithm for quasiconvex equilibrium problems without monotonicity	2
Inexact bilevel stochastic gradient methods for constrained and unconstrained lower-level problems	2
Strong subdifferentials: theory and applications in nonconvex optimization	2
Strict directional solutions in vectorial problems: necessary optimality conditions	2
Copula theory approach to stochastic geometric programming	2
A proximal bundle method for a class of nonconvex nonsmooth composite optimization problems	2
A utopia point method-based robust vector polynomial optimization scheme	2
Efficient smooth minorants for global optimization of univariate functions with the first derivative satisfying the interval Lipschitz condition	2
On the second-order optimality conditions for multi-objective optimal control problems with mixed pointwise constraints	2
A proximal alternating minimization algorithm for the largest C-eigenvalue of piezoelectric-type tensors	2
An outer–inner linearization method for non-convex and nondifferentiable composite regularization problems	2
New semidefinite relaxations for a class of complex quadratic programming problems	2
A Two-Step Proximal Point Algorithm for Nonconvex Equilibrium Problems with Applications to Fractional Programming	2
Comparing reference point based interactive multiobjective optimization methods without a human decision maker	2
Directional derivatives and subdifferentials for set-valued maps applied to set optimization	2
A partial Bregman ADMM with a general relaxation factor for structured nonconvex and nonsmooth optimization	2
An inexact primal–dual method with correction step for a saddle point problem in image debluring	2
Calmness of partial perturbation to composite rank constraint systems and its applications	2
An average-compress algorithm for the sample mean problem under dynamic time warping	2
A semi-Bregman proximal alternating method for a class of nonconvex problems: local and global convergence analysis	2
Convergence and rate analysis of a proximal linearized ADMM for nonconvex nonsmooth optimization	2
Consensus-based optimization for multi-objective problems: a multi-swarm approach	2
Early years of biased random-key genetic algorithms: a systematic review	2
Partial augmented Lagrangian method for non-Lipschitz mathematical programs with complementarity constraints	2
On a borderline between the NP-hard and polynomial-time solvable cases of the flow shop with job-dependent storage requirements	2
Convex hull representations for bounded products of variables	2
Applying augmented weak subdifferentials and normal cones for nonconvex mathematical programming problems	2
Landscape properties of the very large-scale and the variable neighborhood search metaheuristics for the multidimensional assignment problem	2
The p-Lagrangian relaxation for separable nonconvex MIQCQP problems	2
A fast and deterministic algorithm for Knapsack-constrained monotone DR-submodular maximization over an integer lattice	2
Quasiconjugate duality and optimality conditions for quasiconvex optimization	2
Using dual relaxations in multiobjective mixed-integer convex quadratic programming	2
An inertial ADMM for a class of nonconvex composite optimization with nonlinear coupling constraints	2
Computational advances in polynomial optimization: RAPOSa, a freely available global solver	2
Bundle trust region algorithm based on linear subproblem	2
Tightening state relaxations for global dynamic optimization using dynamic cuts	2
Asynchronous optimization of part logistics routing problem	2
A branch-cut-and-price algorithm for optimal decoding in digital communication systems	2
An efficient branch-and-cut algorithm for the minimum covering location problem with distance constraints	2
A bundle-type method for nonsmooth DC programs	2
Parallel inexact Levenberg–Marquardt method for nearly-separable nonlinear least squares	2
An extrapolated proximal iteratively reweighted method for nonconvex composite optimization problems	2
Intersecting ellipses induced by a max-sum matching	2
Preface: special issue on optimization in distance geometry	2
Optimising portfolio diversification and dimensionality	2
A robust investment-consumption optimization problem in a switching regime interest rate setting	2
Error bound of critical points and KL property of exponent 1/2 for squared F-norm regularized factorization	2
Finding the set of global minimizers of a piecewise affine function	2
On generalized KKT points for the Motzkin–Straus program	2
Time-optimal computation of the rectilinear convex hull with arbitrary orientation of sets of segments and circles	2
Optimality and duality for nonsmooth mathematical programming problems with equilibrium constraints	2
The restricted inverse optimal value problem on shortest path under $$l_1$$ norm on trees	1
Fitting feature-dependent Markov chains	1
Gradient projection method on the sphere, complementarity problems and copositivity	1
An efficient alternating minimization method for fourth degree polynomial optimization	1
On the convergence order of value function relaxations used in decomposition-based global optimization of nonconvex stochastic programs	1
A new partition method for DIRECT-type algorithm based on minimax design	1
Preface	1
A linear programming approach to approximating the infinite time reachable set of strictly stable linear control systems	1
General convex relaxations of implicit functions and inverse functions	1
Brezis pseudomonotone bifunctions and quasi equilibrium problems via penalization	1
Preface	1
An approximation algorithm for multi-objective optimization problems using a box-coverage	1
Relaxed projection methods for solving variational inequality problems	1
On the study of multistage stochastic vector quasi-variational problems	1
Efficient enumeration of the optimal solutions to the correlation clustering problem	1
A maximum hypergraph 3-cut problem with limited unbalance: approximation and analysis	1
On the use of overlapping convex hull relaxations to solve nonconvex MINLPs	1
Dual optimality conditions for the difference of extended real valued increasing co-radiant functions	1
Hybrid decomposition and deep learning approach for data-driven FOREX forecasting optimization	1
A branch-and-bound algorithm for parametric mixed-binary nonlinear programs	1
A criterion-space branch-reduction-bound algorithm for solving generalized multiplicative problems	1
Regrets of proximal method of multipliers for online non-convex optimization with long term constraints	1
Global dynamic optimization with Hammerstein–Wiener models embedded	1
Tight bounds on the maximal perimeter and the maximal width of convex small polygons	1
Extended vertical tensor complementarity problems with finite solution sets	1
Numerical methods using two different approximations of space-filling curves for black-box global optimization	1
A surrogate-assisted evolutionary algorithm with clustering-based sampling for high-dimensional expensive blackbox optimization	1
A method for searching for a globally optimal k-partition of higher-dimensional datasets	1
Regularized sample average approximation for high-dimensional stochastic optimization under low-rankness	1
New LP-based local and global algorithms for continuous and mixed-integer nonconvex quadratic programming	1
Covering a simplex by spheres: complexity and algorithms	1
A golden ratio proximal alternating direction method of multipliers for separable convex optimization	1
Spectral projected subgradient method with a 1-memory momentum term for constrained multiobjective optimization problem	1
Packing spheres with quasi-containment conditions	1
An empirical study of various candidate selection and partitioning techniques in the DIRECT framework	1
Consistency of statistical estimators of solutions to stochastic optimization problems	1
Linear convergence of a nonmonotone projected gradient method for multiobjective optimization	1
Rectilinear convex hull of points in 3D and applications	1
Almost optimal manipulation of pairwise comparisons of alternatives	1