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
A method based on parametric convex programming for solving convex multiplicative programming problem	29
Stochastic optimization problems with nonlinear dependence on a probability measure via the Wasserstein metric	24
A two-phase sequential algorithm for global optimization of the standard quadratic programming problem	21
A consensus-based optimization method for nonsmooth nonconvex programs with approximated gradient descent scheme	19
Nonconvex sensitivity-based generalized Benders decomposition	19
A survey of exact and approximation algorithms for linear-parametric optimization problems	18
A bi-level programming problem of medicine procurement and production optimization	17
Configuring an heterogeneous smartgrid network: complexity and approximations for tree topologies	17
Constrained optimization in simulation: efficient global optimization and Karush-Kuhn-Tucker conditions	16
Alternative regularizations for Outer-Approximation algorithms for convex MINLP	15
Open issues and recent advances in DC programming and DCA	14
A performance analysis of Basin hopping compared to established metaheuristics for global optimization	14
EFIX: Exact fixed point methods for distributed optimization	14
Using quadratic cuts to iteratively strengthen convexifications of box quadratic programs	13
On the global convergence of the proximal gradient method for Tikhonov regularized correction of absolute value equations	13
Semistrictly and neatly quasiconvex programming using lower global subdifferentials	13
Characterizations of set order relations and nonlinear scalarizations via generalized oriented distance function in set optimization	13
Relaxed-inertial proximal point type algorithms for quasiconvex minimization	13
Noncoercive and noncontinuous equilibrium problems: existence theorem in infinite-dimensional spaces	12
Characterization of set order relations and set optimization problems via conic scalarization	12
A new Riemannian Multiplicative Updates for Chordal Nonnegative Matrix Factorization	11
An active set strategy to address the ill-conditioning of smoothing methods for solving finite linear minimax problems	11
Nested benders decomposition for a deterministic biomass feedstock logistics problem	11
Approximation algorithms for solving the vertex-traversing-constrained mixed Chinese postman problem	11

Subdomain separability in global optimization	11
Hausdorff distance between convex semialgebraic sets	11
Stability analysis of split equality and split feasibility problems	11
New bounds and formulations for the deterministic global optimization of Lennard–Jones clusters	10
A linear-time algorithm to compute the conjugate of nonconvex bivariate piecewise linear-quadratic functions	10
Improved variance reduction extragradient method with line search for stochastic variational inequalities	10
Tight compact extended relaxations for nonconvex quadratic programming problems with box constraints	10
Compact mixed-integer programming formulations in quadratic optimization	9
A surrogate-assisted a priori multiobjective evolutionary algorithm for constrained multiobjective optimization problems	9
Optimality conditions for zero-one composite optimization problems	9
Non-convex optimization problems with linear KKT subsystem	9
A refined proximal algorithm for nonconvex multiobjective optimization in Hilbert spaces	9
On the maxima of motzkin-straus programs and cliques of graphs	9
Globalized distributionally robust optimization based on samples	9
Generalized damped Newton algorithms in nonsmooth optimization via second-order subdifferentials	9
A generalized block-iterative projection method for the common fixed point problem induced by cutters	9
Data-trading coordination with government subsidy	9
Two-step inertial Bregman alternating minimization algorithm for nonconvex and nonsmooth problems	8
Correction to: Numerical certification of Pareto optimality for biobjective nonlinear problems	8
Weak and strong convergence theorems for the mixed split feasibility problem in Hilbert spaces	8
A novel algorithm for finding convex hull of a generic polygon with simulation of progressively supporting elastic lines	8
An alternating structure-adapted Bregman proximal gradient descent algorithm for constrained nonconvex nonsmooth optimization problems and its inertial variant	8
The exact projective penalty method for constrained optimization	8
Support vector machines with the hard-margin loss: optimal training via combinatorial Benders’ cuts	8
Regret analysis of an online majorized semi-proximal ADMM for online composite optimization	8
Hopping between distant basins	8
A new global algorithm for factor-risk-constrained mean-variance portfolio selection	8
The projected polar proximal point algorithm converges globally	7
Hybridizing two linear relaxation techniques in interval-based solvers	7
Simple proximal-type algorithms for equilibrium problems	7
Mixed polynomial variational inequalities	7
Solving non-monotone equilibrium problems via a DIRECT-type approach	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
Discretization and global optimization for mixed integer bilinear programming	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
Strict feasibility for the polynomial complementarity problem	7
Quaternion matrix decomposition and its theoretical implications	6
Finding global solutions of some inverse optimal control problems using penalization and semismooth Newton methods	6
Global solution algorithms for DC programming via polyhedral approximations of convex functions	6
Computing the recession cone of a convex upper image via convex projection	6
On asymptotic convergence rate of random search	6
Addressing mixed constraints: an improved framework for black-box optimization	6
Second order analysis for robust inclusion systems and applications	6
Adaptive piecewise linear relaxations for enclosure computations for nonconvex multiobjective mixed-integer quadratically constrained programs	6
Strong convergence of the composition of firmly nonexpansive mappings	6
Optimality analysis for $$\epsilon $$-quasi solutions of optimization problems via $$\epsilon $$-upper convexificators: a dual approach	6
A revised monotonicity-based method for computing tight image enclosures of functions	6
Unboundedness of the images of set-valued mappings having closed graphs: application to vector optimization	6
Solving saddle point problems: a landscape of primal-dual algorithm with larger stepsizes	6

Decision bounding problems for two-stage distributionally robust stochastic bilevel optimization	6
Some saddle-point theorems for vector-valued functions	6
A QoS and sustainability-driven two-stage service composition method in cloud manufacturing: combining clustering and bi-objective optimization	6
One-Step iterative method for bilevel equilibrium problem in Hilbert space	6
A novel update rule of HALS algorithm for nonnegative matrix factorization and Zangwill’s global convergence	6
A strategy to tighten the relaxation of bilinear terms towards petrochemical scheduling problem	6
A new dual-based cutting plane algorithm for nonlinear adjustable robust optimization	6
A genetic algorithm with a self-reproduction operator to solve systems of nonlinear equations	5
The supporting hyperplane optimization toolkit for convex MINLP	5
Several approximation algorithms for sparse best rank-1 approximation to higher-order tensors	5
Approximation algorithms for the individually fair k-center with outliers	5
Subdifferentials of optimal value functions under metric qualification conditions	5
Conditions for the stability of ideal efficient solutions in parametric vector optimization via set-valued inclusions	5
Preface to the special issue dedicated to the 6th World Congress on Global Optimization held in Metz, France, July 8–10, 2019	5
A facial reduction approach for the single source localization problem	5
Monotone submodular maximization under the pairwise capacity constraint	5
Characterizing robust optimal solution sets for nonconvex uncertain semi-infinite programming problems involving tangential subdifferentials	5
An exact projection-based algorithm for bilevel mixed-integer problems with nonlinearities	5
Separating bichromatic point sets in the plane by restricted orientation convex hulls	5
Exchange rates and multicommodity international trade: insights from spatial price equilibrium modeling with policy instruments via variational inequalities	5
Sufficient conditions for existence of global minimizers of functions on Hilbert spaces	5
An adaptive high order method for finding third-order critical points of nonconvex optimization	5
Optimization in complex spaces with the mixed Newton method	5
A note on the SDP relaxation of the minimum cut problem	5
Simultaneous distributed-boundary optimal control problems driven by nonlinear complementarity systems	5
Special Issue: 18th International conference on mathematical optimization theory and operations research (MOTOR 2019)	5
On a tractable single-level reformulation of a multilevel model of the European entry-exit gas market with market power	5
On piecewise linear approximations of bilinear terms: structural comparison of univariate and bivariate mixed-integer programming formulations	5
Global convergence of block Bregman proximal iteratively reweighted algorithm with extrapolation	5
Some accelerated alternating proximal gradient algorithms for a class of nonconvex nonsmooth problems	5
Correction to: Brezis pseudomonotone bifunctions and quasi equilibrium problems via penalization	5
Structured tensor tuples to polynomial complementarity problems	5
Gaussian Process regression over discrete probability measures: on the non-stationarity relation between Euclidean and Wasserstein Squared Exponential Kernels	5
On the convergence result of the gradient-push algorithm on directed graphs with constant stepsize	5
Constraint generation approaches for submodular function maximization leveraging graph properties	4
On maximum-sum matchings of points	4
Extension of forward-reflected-backward method to non-convex mixed variational inequalities	4
Determining solution set of nonlinear inequalities using space-filling curves for finding working spaces of planar robots	4
Relaxed method for optimization problems with cardinality constraints	4
Supply chain networks, wages, and labor productivity: insights from Lagrange. analysis and computations	4
Tropical gradient descent	4
Approximating biobjective minimization problems using general ordering cones	4
Quasi-Newton type proximal gradient method for nonconvex nonsmooth composite optimization problems	4
Revisiting non-monotone regularized submodular maximization: bi-criteria and PASS approximations	4
Pointwise expected hypervolume improvement for expensive multi-objective optimization	4
Efficiency conditions and duality for multiobjective semi-infinite programming problems on Hadamard manifolds	4
New inertial forward-backward type for variational inequalities with Quasi-monotonicity	4
Fractional 0–1 programming and submodularity	4
Sparse signal recovery via generalized gaussian function	4
Partial gradient optimal thresholding algorithms for a class of sparse optimization problems	4
Numerical certification of Pareto optimality for biobjective nonlinear problems	4
Distributionally robust mean-absolute deviation portfolio optimization using wasserstein metric	4
A robust multi-objective Bayesian optimization framework considering input uncertainty	4
A class of infeasible proximal bundle methods for nonsmooth nonconvex multi-objective optimization problems	4
Extragradient-type methods with $$\mathcal {O}\left( 1/k\right) $$ last-iterate convergence rates for co-hypomonotone inclusions	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
Aubin property for solution set in multi-objective programming	4
Approximations of unbounded convex projections and unbounded convex sets	3
Quasiconjugate duality and optimality conditions for quasiconvex optimization	3
Bundle trust region algorithm based on linear subproblem	3
Applying augmented weak subdifferentials and normal cones for nonconvex mathematical programming problems	3
An efficient branch-and-cut algorithm for the minimum covering location problem with distance constraints	3
An inertial ADMM for a class of nonconvex composite optimization with nonlinear coupling constraints	3
Extended McCormick relaxation rules for handling empty arguments representing infeasibility	3
Kurdyka-Łojasiewicz inequality and error bounds of D-Gap functions for nonsmooth and nonmonotone variational inequality problems	3
A strong P-formulation for global optimization of industrial water-using and treatment networks	3
The p-Lagrangian relaxation for separable nonconvex MIQCQP problems	3
Multi-stage portfolio selection problem with dynamic stochastic dominance constraints	3
Finding the set of global minimizers of a piecewise affine function	3
Comparing reference point based interactive multiobjective optimization methods without a human decision maker	3
Optimality and duality for nonsmooth mathematical programming problems with equilibrium constraints	3
A utopia point method-based robust vector polynomial optimization scheme	3
Convergence and rate analysis of a proximal linearized ADMM for nonconvex nonsmooth optimization	3
A fast and deterministic algorithm for Knapsack-constrained monotone DR-submodular maximization over an integer lattice	3
A K-means Supported Reinforcement Learning Framework to Multi-dimensional Knapsack	3
Covering a rectangle with 6 circles: a reliable mathematical programming approach	3
Graph, clique and facet of boolean logical polytope	3
Using dual relaxations in multiobjective mixed-integer convex quadratic programming	3
On generalized KKT points for the Motzkin–Straus program	3

On the second-order optimality conditions for multi-objective optimal control problems with mixed pointwise constraints	3
An extrapolated proximal iteratively reweighted method for nonconvex composite optimization problems	3
Partial augmented Lagrangian method for non-Lipschitz mathematical programs with complementarity constraints	3
Early years of biased random-key genetic algorithms: a systematic review	3
A Two-Step Proximal Point Algorithm for Nonconvex Equilibrium Problems with Applications to Fractional Programming	3
POINT-BASED SUFFICIENT CONDITIONS FOR SHARP SOLUTIONS IN NONSMOOTH OPTIMIZATION	3
On polling directions for randomized direct-search approaches: application to beam angle optimization in intensity-modulated proton therapy	3
Directional derivatives and subdifferentials for set-valued maps applied to set optimization	3
Online non-monotone diminishing return submodular maximization in the bandit setting	3
Time-optimal computation of the rectilinear convex hull with arbitrary orientation of sets of segments and circles	3
New semidefinite relaxations for a class of complex quadratic programming problems	2
Rectilinear convex hull of points in 3D and applications	2
Conic relaxations for conic minimax convex polynomial programs with extensions and applications	2
Parallel inexact Levenberg–Marquardt method for nearly-separable nonlinear least squares	2
Convex and concave envelopes of artificial neural network activation functions for deterministic global optimization	2
Minimizers of sparsity regularized least absolute deviations	2
A proximal alternating minimization algorithm for the largest C-eigenvalue of piezoelectric-type tensors	2
AI-based predictive analytics for enhancing data-driven supply chain optimization	2
A bundle-type method for nonsmooth DC programs	2
Landscape properties of the very large-scale and the variable neighborhood search metaheuristics for the multidimensional assignment problem	2
Solution methods for partial inverse combinatorial optimization problems in which weights can only be increased	2
A robust investment-consumption optimization problem in a switching regime interest rate setting	2
A partial Bregman ADMM with a general relaxation factor for structured nonconvex and nonsmooth optimization	2
Intersecting ellipses induced by a max-sum matching	2
Strong subdifferentials: theory and applications in nonconvex optimization	2
Efficient smooth minorants for global optimization of univariate functions with the first derivative satisfying the interval Lipschitz condition	2
An extragradient algorithm for quasiconvex equilibrium problems without monotonicity	2
Constrained multiobjective optimization of expensive black-box functions using a heuristic branch-and-bound approach	2
Quasi-contingent derivatives and studies of higher-orders in nonsmooth optimization	2
Interval constraint programming for globally solving catalog-based categorical optimization	2
Tightening state relaxations for global dynamic optimization using dynamic cuts	2
Distributed primal outer approximation algorithm for sparse convex programming with separable structures	2
Reference-point-based branch and bound algorithm for multiobjective optimization	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
Stochastic red-blue set covering: a decomposition approach	2
Characterisation of zero duality gap for optimization problems in spaces without linear structure	2
Sparse sub-gaussian random projections for semidefinite programming relaxations	2
Constructing Tight Quadratic Relaxations for Global Optimization: I. Outer-Approximating Twice-Differentiable Convex Functions	2
Optimality and solutions for conic robust multiobjective programs	2
An extragradient algorithm for a lifted reformulation of projected solutions for quasiequilibria	2
Consensus-based optimization for multi-objective problems: a multi-swarm approach	2
A proximal bundle method for a class of nonconvex nonsmooth composite optimization problems	2
The interpolating element-free Galerkin method for the p-Laplace double obstacle mixed complementarity problem	2
An inexact primal–dual method with correction step for a saddle point problem in image debluring	2
A new optimization approach to solving split equality problems in Hilbert spaces	2
Computing one-bit compressive sensing via zero-norm regularized DC loss model and its surrogate	2
Inexact bilevel stochastic gradient methods for constrained and unconstrained lower-level problems	2
Exact SDP relaxations for quadratic programs with bipartite graph structures	2
A semi-Bregman proximal alternating method for a class of nonconvex problems: local and global convergence analysis	2
TREGO: a trust-region framework for efficient global optimization	2
An oracle-based framework for robust combinatorial optimization	2
Revisiting Nesterov’s acceleration via high-resolution differential equations	2
Inexact primal-dual active set iteration for optimal distribution control of stationary heat or cold source	2
Preface: special issue on optimization in distance geometry	2
Optimising portfolio diversification and dimensionality	2
Separable Edge-Concave Underestimator for High-Dimensional Signomials in Nonnegative Orthant	2
Computational advances in polynomial optimization: RAPOSa, a freely available global solver	2
A surrogate-assisted evolutionary algorithm with clustering-based sampling for high-dimensional expensive blackbox optimization	1
Tight bounds on the maximal perimeter and the maximal width of convex small polygons	1
Efficient enumeration of the optimal solutions to the correlation clustering problem	1
The rate of convergence of augmented Lagrangian method for bilevel optimization problems with equality constraints	1
Extended vertical tensor complementarity problems with finite solution sets	1
On existence of solutions to nonconvex minimization problems	1
A golden ratio proximal alternating direction method of multipliers for separable convex optimization	1
An exact algorithm for disaster-resilience augmentation of planar straight-line graphs	1
Existence of weak efficient solutions of set-valued optimization problems	1
Stochastic golden ratio algorithm to non-convex stochastic mixed variational inequality problem	1
A relaxed inertial and viscosity method for split feasibility problem and applications to image recovery	1
A maximum hypergraph 3-cut problem with limited unbalance: approximation and analysis	1
Almost optimal manipulation of pairwise comparisons of alternatives	1
Gradient projection method on the sphere, complementarity problems and copositivity	1
An inertial proximal point method for difference of maximal monotone vector fields in Hadamard manifolds	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
Packing spheres with quasi-containment conditions	1
Hybrid decomposition and deep learning approach for data-driven FOREX forecasting optimization	1
Preface	1
Spectral projected subgradient method with a 1-memory momentum term for constrained multiobjective optimization problem	1
On the global minimization of discretized residual functionals of conditionally well-posed inverse problems	1
A branch-and-bound algorithm for parametric mixed-binary nonlinear programs	1
A linear programming approach to approximating the infinite time reachable set of strictly stable linear control systems	1
Regrets of proximal method of multipliers for online non-convex optimization with long term constraints	1
On the study of multistage stochastic vector quasi-variational problems	1
A criterion-space branch-reduction-bound algorithm for solving generalized multiplicative problems	1
On the numerical solution of Lasserre relaxations of unconstrained binary quadratic optimization problem	1
Dual optimality conditions for the difference of extended real valued increasing co-radiant functions	1
On the use of overlapping convex hull relaxations to solve nonconvex MINLPs	1
A new partition method for DIRECT-type algorithm based on minimax design	1
The restricted inverse optimal value problem on shortest path under $$l_1$$ norm on trees	1
A new scheme for approximating the weakly efficient solution set of vector rational optimization problems	1
Stochastic decomposition for risk-averse two-stage stochastic linear programs	1
Covering a simplex by spheres: complexity and algorithms	1
Numerical methods using two different approximations of space-filling curves for black-box global optimization	1
Fitting feature-dependent Markov chains	1