Journal of Global Optimization

Article	Citations
Quasi-contingent derivatives and studies of higher-orders in nonsmooth optimization	25
On generalized KKT points for the Motzkin–Straus program	20
Iterative mix thresholding algorithm with continuation technique for mix sparse optimization and application	20
Book review on “Convex Analysis and Beyond. Volume I: Basic Theory”, a monograph by Boris S. Mordukhovich and Nguyen Mau Nam	17
A performance analysis of Basin hopping compared to established metaheuristics for global optimization	17
Improperly efficient solutions in a class of vector optimization problems	17
A new optimization approach to solving split equality problems in Hilbert spaces	16
Distributed accelerated gradient methods with restart under quadratic growth condition	15
Preface to the special issue of JOGO on the occasion of the 40th anniversary of the Group for Research in Decision Analysis (GERAD).	14
Second order analysis for robust inclusion systems and applications	13
A method based on parametric convex programming for solving convex multiplicative programming problem	13
Solving nonnegative sparsity-constrained optimization via DC quadratic-piecewise-linear approximations	13
Global solutions of nonconvex standard quadratic programs via mixed integer linear programming reformulations	12
Alternating DC algorithm for partial DC programming problems	12
Dynamical system for solving bilevel variational inequalities	12
Painlevé-Kuratowski convergence of minimal solutions for set-valued optimization problems via improvement sets	12
Convergence rates for the heavy-ball continuous dynamics for non-convex optimization, under Polyak–Łojasiewicz condition	11
Exclusion regions for parameter-dependent systems of equations	11
One-Step iterative method for bilevel equilibrium problem in Hilbert space	11
Low-rank matrix recovery with Ky Fan 2-k-norm	11
Unconstrained minimization of block-circulant polynomials via semidefinite program in third-order tensor space	11
Sparse conic reformulation of structured QCQPs based on copositive optimization with applications in stochastic optimization	10
The interpolating element-free Galerkin method for the p-Laplace double obstacle mixed complementarity problem	10
A fast and deterministic algorithm for Knapsack-constrained monotone DR-submodular maximization over an integer lattice	10
A graphic structure based branch-and-bound algorithm for complex quadratic optimization and applications to magnitude least-square problem	9

Local search versus linear programming to detect monotonicity in simplicial branch and bound	9
Solving saddle point problems: a landscape of primal-dual algorithm with larger stepsizes	9
Decision bounding problems for two-stage distributionally robust stochastic bilevel optimization	9
Approximate Douglas–Rachford algorithm for two-sets convex feasibility problems	9
A Bregman inertial forward-reflected-backward method for nonconvex minimization	8
Global sensing search for nonlinear global optimization	8
Computing the recession cone of a convex upper image via convex projection	8
On canonical duality theory and constrained optimization problems	8
Optimality and error bound for set optimization with application to uncertain multi-objective programming	8
An inertial ADMM for a class of nonconvex composite optimization with nonlinear coupling constraints	8
Constrained multiobjective optimization of expensive black-box functions using a heuristic branch-and-bound approach	8
A novel update rule of HALS algorithm for nonnegative matrix factorization and Zangwill’s global convergence	8
A Two-Step Proximal Point Algorithm for Nonconvex Equilibrium Problems with Applications to Fractional Programming	8
Configuring an heterogeneous smartgrid network: complexity and approximations for tree topologies	8
Open issues and recent advances in DC programming and DCA	8
Social equity in international environmental agreements	8
Comparing reference point based interactive multiobjective optimization methods without a human decision maker	8
Critical sets, crowns and local maximum independent sets	8
On asymptotic convergence rate of random search	8
Global exact optimization for covering a rectangle with 6 circles	8
Maximizing a non-decreasing non-submodular function subject to various types of constraints	7
Error bound of critical points and KL property of exponent 1/2 for squared F-norm regularized factorization	7
Improving exploration strategies in large dimensions and rate of convergence of global random search algorithms	7
Inverse max+sum spanning tree problem under weighted $$l_{\infty }$$ norm by modifying max-weight vector	7
An alternative perspective on copositive and convex relaxations of nonconvex quadratic programs	7
Global convergence of model function based Bregman proximal minimization algorithms	7
Adaptive piecewise linear relaxations for enclosure computations for nonconvex multiobjective mixed-integer quadratically constrained programs	7
Interval constraint programming for globally solving catalog-based categorical optimization	7
Quaternion matrix decomposition and its theoretical implications	7
Speed scaling scheduling of multiprocessor jobs with energy constraint and makespan criterion	7
Finding the set of global minimizers of a piecewise affine function	7
A revised monotonicity-based method for computing tight image enclosures of functions	7
Novel algorithms based on forward-backward splitting technique: effective methods for regression and classification	6
Gaining or losing perspective for convex multivariate functions on a simplex	6
Data-driven stochastic optimization for distributional ambiguity with integrated confidence region	6
On complexity and convergence of high-order coordinate descent algorithms for smooth nonconvex box-constrained minimization	6
Stochastic optimization problems with nonlinear dependence on a probability measure via the Wasserstein metric	6
Weak and strong convergence of generalized proximal point algorithms with relaxed parameters	6
A two-phase sequential algorithm for global optimization of the standard quadratic programming problem	6
Quasiconjugate duality and optimality conditions for quasiconvex optimization	6
Model risk in mean-variance portfolio selection: an analytic solution to the worst-case approach	6
Rank-one matrix completion via high-rank matrices in sum-of-squares relaxations	6
Unboundedness of the images of set-valued mappings having closed graphs: application to vector optimization	6
Optimality analysis for $$\epsilon $$-quasi solutions of optimization problems via $$\epsilon $$-upper convexificators: a dual approach	6
Time-dependent elliptic quasi-variational-hemivariational inequalities: well-posedness and application	6
Rectilinear convex hull of points in 3D and applications	6
Optimistic NAUTILUS navigator for multiobjective optimization with costly function evaluations	6
Convergence and worst-case complexity of adaptive Riemannian trust-region methods for optimization on manifolds	6
Calabi-Polyak convexity theorem, Yuan’s lemma and S-lemma: extensions and applications	6
Alternative regularizations for Outer-Approximation algorithms for convex MINLP	5

An extension of the proximal point algorithm beyond convexity	5
On convex lower-level black-box constraints in bilevel optimization with an application to gas market models with chance constraints	5
The appeals of quadratic majorization–minimization	5
A QoS and sustainability-driven two-stage service composition method in cloud manufacturing: combining clustering and bi-objective optimization	5
A modified simplex partition algorithm to test copositivity	5
Nonconvex sensitivity-based generalized Benders decomposition	5
Global optimization for the multilevel European gas market system with nonlinear flow models on trees	5
Solution sets of three sparse optimization problems for multivariate regression	5
Modification and improved implementation of the RPD method for computing state relaxations for global dynamic optimization	5
System architecture optimization strategies: dealing with expensive hierarchical problems	5
A new dual-based cutting plane algorithm for nonlinear adjustable robust optimization	5
Maximizing the smallest eigenvalue of grounded Laplacian matrix	5
Conic relaxations for conic minimax convex polynomial programs with extensions and applications	5
A variational approach to the alternating projections method	5
Structured tensor tuples to polynomial complementarity problems	5
Constrained optimization in simulation: efficient global optimization and Karush-Kuhn-Tucker conditions	5
A Newton Frank–Wolfe method for constrained self-concordant minimization	4
Global convergence of block Bregman proximal iteratively reweighted algorithm with extrapolation	4
An adaptive high order method for finding third-order critical points of nonconvex optimization	4
On convergence of a q-random coordinate constrained algorithm for non-convex problems	4
An optimization approach for winner determination problem considering transportation cost discounts	4
Finding global solutions of some inverse optimal control problems using penalization and semismooth Newton methods	4
Characterizations of set order relations and nonlinear scalarizations via generalized oriented distance function in set optimization	4
Global optimization: a machine learning approach	4
Faster distance-based representative skyline and k-center along pareto front in the plane	4
Smoothing penalty approach for solving second-order cone complementarity problems	4
Semistrictly and neatly quasiconvex programming using lower global subdifferentials	4
Relaxed-inertial proximal point type algorithms for quasiconvex minimization	4
An outer–inner linearization method for non-convex and nondifferentiable composite regularization problems	4
Nested benders decomposition for a deterministic biomass feedstock logistics problem	4
On semidefinite programming relaxations for a class of robust SOS-convex polynomial optimization problems	4
Dispersing facilities on planar segment and circle amidst repulsion	4
Directional shadow price in linearly constrained nonconvex optimization models	4
On solving bi-objective constrained minimum spanning tree problems	4
An approximate lower order penalty approach for solving second-order cone linear complementarity problems	4
Approximation algorithms for the individually fair k-center with outliers	4
ORCA: Outlier detection and Robust Clustering for Attributed graphs	4
Maximization problems of balancing submodular relevance and supermodular diversity	4
Lifting for the integer knapsack cover polyhedron	4
Global well-posedness of set-valued optimization with application to uncertain problems	3
A nonmonotone accelerated proximal gradient method with variable stepsize strategy for nonsmooth and nonconvex minimization problems	3
On the second-order optimality conditions for multi-objective optimal control problems with mixed pointwise constraints	3
Unassigned distance geometry and molecular conformation problems	3
An inertial proximal point method for difference of maximal monotone vector fields in Hadamard manifolds	3
Multiple instance classification via quadratic programming	3
A genetic algorithm with a self-reproduction operator to solve systems of nonlinear equations	3
Aircraft conflict resolution with trajectory recovery using mixed-integer programming	3
Parallel algorithm portfolios with adaptive resource allocation strategy	3
EFIX: Exact fixed point methods for distributed optimization	3
Global linear convergence of evolution strategies with recombination on scaling-invariant functions	3
Some saddle-point theorems for vector-valued functions	3
A non-convex piecewise quadratic approximation of $$\ell _{0}$$ regularization: theory and accelerated algorithm	3
Multi-instance learning by maximizing the area under receiver operating characteristic curve	3
Several approximation algorithms for sparse best rank-1 approximation to higher-order tensors	3
Conditions for the stability of ideal efficient solutions in parametric vector optimization via set-valued inclusions	3
Characterization results of solutions in interval-valued optimization problems with mixed constraints	3
On piecewise linear approximations of bilinear terms: structural comparison of univariate and bivariate mixed-integer programming formulations	3
Sufficient conditions for existence of global minimizers of functions on Hilbert spaces	3
Hospital service levels during drug shortages: Stocking and transshipment policies for pharmaceutical inventory	3
Zeroth-order algorithms for nonconvex–strongly-concave minimax problems with improved complexities	3
Characterizing robust optimal solution sets for nonconvex uncertain semi-infinite programming problems involving tangential subdifferentials	3
Convergence and rate analysis of a proximal linearized ADMM for nonconvex nonsmooth optimization	3
Noncoercive and noncontinuous equilibrium problems: existence theorem in infinite-dimensional spaces	3
A new greedy strategy for maximizing monotone submodular function under a cardinality constraint	3
An Entropy-Regularized ADMM For Binary Quadratic Programming	3
Improved interval methods for solving circle packing problems in the unit square	3
Deep learning the efficient frontier of convex vector optimization problems	3
Finding non dominated points for multiobjective integer convex programs with linear constraints	3
Adaptive seeding for profit maximization in social networks	3
Exact and approximate results for convex envelopes of special structured functions over simplices	3
Strong convergence of the composition of firmly nonexpansive mappings	3
Inertial projection and contraction algorithms with larger step sizes for solving quasimonotone variational inequalities	3
Exact SDP reformulations of adjustable robust linear programs with box uncertainties under separable quadratic decision rules via SOS representations of non-negativity	3
Existence results for solutions of mixed tensor variational inequalities	3
A generalized alternating direction implicit method for consensus optimization: application to distributed sparse logistic regression	3
Tighter bound estimation for efficient biquadratic optimization over unit spheres	2
Exact SDP relaxations of quadratically constrained quadratic programs with forest structures	2
Convergence of solutions to set optimization problems with variable ordering structures	2
Intersecting ellipses induced by a max-sum matching	2
Data-driven spatial branch-and-bound algorithms for box-constrained simulation-based optimization	2

Nonlinear scalarization in set optimization based on the concept of null set	2
Variable sample-size optimistic mirror descent algorithm for stochastic mixed variational inequalities	2
Analysis of the weighted Tchebycheff weight set decomposition for multiobjective discrete optimization problems	2
Augmented Lagrangian method for second-order cone programs under second-order sufficiency	2
On the structure of regularization paths for piecewise differentiable regularization terms	2
Learning-augmented algorithms for online subset sum	2
Generalized derivatives of optimal-value functions with parameterized convex programs embedded	2
Experimental analysis of local searches for sparse reflexive generalized inverses	2
Parallel machine scheduling with position-dependent processing times and deteriorating maintenance activities	2
Multidimensional Assignment Problem for Multipartite Entity Resolution	2
A unified Douglas–Rachford algorithm for generalized DC programming	2
Preface to the special issue dedicated to the 6th World Congress on Global Optimization held in Metz, France, July 8–10, 2019	2
Hausdorff distance between convex semialgebraic sets	2
Optimality conditions and sensitivity analysis in parametric nonconvex minimax programming	2
Approximation algorithms for solving the vertex-traversing-constrained mixed Chinese postman problem	2
Hierarchy relaxations for robust equilibrium constrained polynomial problems and applications to electric vehicle charging scheduling	2
Scalarization and robustness in uncertain vector optimization problems: a non componentwise approach	2
Optimal deterministic and robust selection of electricity contracts	2
Approximation algorithm for minimum power partial multi-coverage in wireless sensor networks	2
An active set strategy to address the ill-conditioning of smoothing methods for solving finite linear minimax problems	2
Subdomain separability in global optimization	2
A novel approach for solving multi-parametric problems with nonlinear constraints	2
Scalable Bayesian optimization with generalized product of experts	2
A geometric branch and bound method for robust maximization of convex functions	2
Global dynamic optimization with Hammerstein–Wiener models embedded	2
Optimising portfolio diversification and dimensionality	2
Finding globally shortest paths through a sequence of adjacent triangles by the method of orienting curves	2
Geometric multidimensional scaling: efficient approach for data dimensionality reduction	2
MVMOO: Mixed variable multi-objective optimisation	2
Improved variance reduction extragradient method with line search for stochastic variational inequalities	2
Optimization in complex spaces with the mixed Newton method	2
Accelerated Dai-Liao projection method for solving systems of monotone nonlinear equations with application to image deblurring	2
On nondegenerate M-stationary points for sparsity constrained nonlinear optimization	2
Convex projection and convex multi-objective optimization	2
Improved approximation algorithms for the k-path partition problem	2
Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods	2
Sketch-based multiplicative updating algorithms for symmetric nonnegative tensor factorizations with applications to face image clustering	2
Some accelerated alternating proximal gradient algorithms for a class of nonconvex nonsmooth problems	2
An indefinite proximal subgradient-based algorithm for nonsmooth composite optimization	2
Bounds on efficient outcomes for large-scale cardinality-constrained Markowitz problems	2
Proximal-like incremental aggregated gradient method with Bregman distance in weakly convex optimization problems	2
Bilevel cutting-plane algorithm for cardinality-constrained mean-CVaR portfolio optimization	2
The robust bilevel continuous knapsack problem with uncertain coefficients in the follower’s objective	2
First- and second-order optimality conditions of nonsmooth sparsity multiobjective optimization via variational analysis	2
Strong subdifferentials: theory and applications in nonconvex optimization	2
Early years of biased random-key genetic algorithms: a systematic review	2
A note on the SDP relaxation of the minimum cut problem	2
An extrapolated proximal iteratively reweighted method for nonconvex composite optimization problems	2
Complexity of linearized quadratic penalty for optimization with nonlinear equality constraints	2
Robust second order cone conditions and duality for multiobjective problems under uncertainty data	2
Separating bichromatic point sets in the plane by restricted orientation convex hulls	2
An objective penalty function method for biconvex programming	1
Generalized damped Newton algorithms in nonsmooth optimization via second-order subdifferentials	1
Regularized sample average approximation for high-dimensional stochastic optimization under low-rankness	1
Hidden invariant convexity for global and conic-intersection optimality guarantees in discrete-time optimal control	1
An alternating structure-adapted Bregman proximal gradient descent algorithm for constrained nonconvex nonsmooth optimization problems and its inertial variant	1
An inexact primal–dual method with correction step for a saddle point problem in image debluring	1
Globalized distributionally robust optimization based on samples	1
Regrets of proximal method of multipliers for online non-convex optimization with long term constraints	1
Fractional 0–1 programming and submodularity	1
A surrogate-assisted a priori multiobjective evolutionary algorithm for constrained multiobjective optimization problems	1
A branch-cut-and-price algorithm for optimal decoding in digital communication systems	1
Fitting feature-dependent Markov chains	1
The projected-type method for the extended vertical linear complementarity problem revisited	1
Consistency of statistical estimators of solutions to stochastic optimization problems	1
Vertex quickest 1-center location problem on trees and its inverse problem under weighted $$l_\infty $$ norm	1
Partial augmented Lagrangian method for non-Lipschitz mathematical programs with complementarity constraints	1
On inexact versions of a quasi-equilibrium problem: a Cournot duopoly perspective	1
Stable global well-posedness and global strong metric regularity	1
Sparse signal recovery via generalized gaussian function	1
New bounds and formulations for the deterministic global optimization of Lennard–Jones clusters	1
A surrogate-assisted evolutionary algorithm with clustering-based sampling for high-dimensional expensive blackbox optimization	1
A facial reduction approach for the single source localization problem	1
A proximal alternating minimization algorithm for the largest C-eigenvalue of piezoelectric-type tensors	1
Almost optimal manipulation of pairwise comparisons of alternatives	1
Outcome-space branch-and-bound outer approximation algorithm for a class of non-convex quadratic programming problems	1
Review on the monograph Deterministic Global Optimization: An Introduction to the Diagonal Approach, Springer, 2017, written by Yaroslav D. Sergeyev and Dmitri E. Kvasov	1
Finding groups with maximum betweenness centrality via integer programming with random path sampling	1
Side-constrained minimum sum-of-squares clustering: mathematical programming and random projections	1
Linear convergence of a nonmonotone projected gradient method for multiobjective optimization	1
Landscape properties of the very large-scale and the variable neighborhood search metaheuristics for the multidimensional assignment problem	1
Tightening state relaxations for global dynamic optimization using dynamic cuts	1
A reformulation-enumeration MINLP algorithm for gas network design	1
Unique solvability of weakly homogeneous generalized variational inequalities	1
A robust investment-consumption optimization problem in a switching regime interest rate setting	1
Partially distributed outer approximation	1
Tight compact extended relaxations for nonconvex quadratic programming problems with box constraints	1
A variable neighborhood search algorithm for the $$ (r{\mid }p) $$ hub–centroid problem under the price war	1
A maximum hypergraph 3-cut problem with limited unbalance: approximation and analysis	1
Global optimization of mixed-integer nonlinear programs with SCIP 8	1
On the study of multistage stochastic vector quasi-variational problems	1
Kernel density estimation based distributionally robust mean-CVaR portfolio optimization	1
Numerical methods using two different approximations of space-filling curves for black-box global optimization	1
Generalized $${\varepsilon }$$-quasi solutions of set optimization problems	1
A generalized block-iterative projection method for the common fixed point problem induced by cutters	1