Journal of Global Optimization

Papers
(The median citation count of Journal of Global Optimization is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-02-01 to 2024-02-01.)
ArticleCitations
Expected improvement for expensive optimization: a review76
The DIRECT algorithm: 25 years Later61
Data-driven distributionally robust chance-constrained optimization with Wasserstein metric43
Surrogate optimization of deep neural networks for groundwater predictions38
Production and transport scheduling in flexible job shop manufacturing systems33
DOMINO: Data-driven Optimization of bi-level Mixed-Integer NOnlinear Problems23
An optimization approach to solving the split feasibility problem in Hilbert spaces18
Gaussian process optimization with failures: classification and convergence proof17
Modelling and solving the multi-quays berth allocation and crane assignment problem with availability constraints16
Optimal decision trees for categorical data via integer programming16
MVMOO: Mixed variable multi-objective optimisation16
Inertial proximal gradient methods with Bregman regularization for a class of nonconvex optimization problems15
General splitting methods with linearization for the split feasibility problem15
Characterization results of solutions in interval-valued optimization problems with mixed constraints15
The exact solution of multiparametric quadratically constrained quadratic programming problems15
A regularized point cloud registration approach for orthogonal transformations14
Approximation algorithm for minimum power partial multi-coverage in wireless sensor networks13
Strong convergence of inertial projection and contraction methods for pseudomonotone variational inequalities with applications to optimal control problems12
Maximizing DR-submodular+supermodular functions on the integer lattice subject to a cardinality constraint12
Lagrangian relaxation based heuristics for a chance-constrained optimization model of a hybrid solar-battery storage system11
Stochastic optimization with adaptive restart: a framework for integrated local and global learning11
Advances in verification of ReLU neural networks11
Outer space branch and bound algorithm for solving linear multiplicative programming problems11
Refugee migration networks and regulations: a multiclass, multipath variational inequality framework10
A general branch-and-bound framework for continuous global multiobjective optimization10
A filter proximal bundle method for nonsmooth nonconvex constrained optimization10
GRASP with Variable Neighborhood Descent for the online order batching problem10
Relaxed constant positive linear dependence constraint qualification and its application to bilevel programs10
Damped Newton’s method on Riemannian manifolds10
Bilevel cutting-plane algorithm for cardinality-constrained mean-CVaR portfolio optimization10
Development of an adaptive infill criterion for constrained multi-objective asynchronous surrogate-based optimization9
A sparse chance constrained portfolio selection model with multiple constraints9
Generalized risk parity portfolio optimization: an ADMM approach9
Dynamic multicriteria games with asymmetric players9
Finding optimal points for expensive functions using adaptive RBF-based surrogate model via uncertainty quantification8
Augmented Lagrangian method for second-order cone programs under second-order sufficiency8
Convergence and rate analysis of a proximal linearized ADMM for nonconvex nonsmooth optimization8
Global solutions of nonconvex standard quadratic programs via mixed integer linear programming reformulations8
Maximum shortest path interdiction problem by upgrading edges on trees under weighted $$l_1$$ norm8
The decomposition-based outer approximation algorithm for convex mixed-integer nonlinear programming8
Preprocessing algorithm and tightening constraints for multiperiod blend scheduling: cost minimization8
An extension of the proximal point algorithm beyond convexity8
One-exact approximate Pareto sets8
An empirical study of various candidate selection and partitioning techniques in the DIRECT framework8
The finite intersection property for equilibrium problems8
The EMS vehicle patient transportation problem during a demand surge7
A biased random-key genetic algorithm for routing and wavelength assignment under a sliding scheduled traffic model7
Detecting and solving aircraft conflicts using bilevel programming7
Fast algorithms for sparse portfolio selection considering industries and investment styles7
Weak convergence of an extended splitting method for monotone inclusions7
Error bound analysis for vector equilibrium problems with partial order provided by a polyhedral cone7
Integrating $$\varepsilon $$-dominance and RBF surrogate optimization for solving computationally expensive many-objective optimization problems7
Limiting Subdifferential Calculus and Perturbed Distance Function in Riemannian Manifolds7
A difference-of-convex approach for split feasibility with applications to matrix factorizations and outlier detection7
A heuristic and metaheuristic approach to the static weapon target assignment problem7
Global optimization for the multilevel European gas market system with nonlinear flow models on trees7
Review and comparison of algorithms and software for mixed-integer derivative-free optimization7
The extreme rays of the $$6\times 6$$ copositive cone7
Data-driven spatial branch-and-bound algorithms for box-constrained simulation-based optimization7
Inertial projection and contraction algorithms with larger step sizes for solving quasimonotone variational inequalities7
Solving unconstrained 0-1 polynomial programs through quadratic convex reformulation7
On the Extension of the DIRECT Algorithm to Multiple Objectives7
Inverse multiobjective optimization: Inferring decision criteria from data6
On stationarity for nonsmooth multiobjective problems with vanishing constraints6
Second-order KKT optimality conditions for multiobjective discrete optimal control problems6
Stability of efficient solutions to set optimization problems6
Global dynamic optimization with Hammerstein–Wiener models embedded6
Using symbolic calculations to determine largest small polygons6
A power penalty approach to a mixed quasilinear elliptic complementarity problem6
Characterization of the weakly efficient solutions in nonsmooth quasiconvex multiobjective optimization6
TREGO: a trust-region framework for efficient global optimization6
The supporting hyperplane optimization toolkit for convex MINLP6
A fixed point iterative method for tensor complementarity problems with the implicit Z-tensors6
Global minimum variance portfolios under uncertainty: a robust optimization approach6
A combination of RANSAC and DBSCAN methods for solving the multiple geometrical object detection problem6
Convex hull representations for bounded products of variables6
Supply chain networks, wages, and labor productivity: insights from Lagrange. analysis and computations6
Copula theory approach to stochastic geometric programming6
Capacitated assortment and price optimization under the nested logit model6
On strong duality in linear copositive programming5
Multi-objective convex polynomial optimization and semidefinite programming relaxations5
Scenario-based cuts for structured two-stage stochastic and distributionally robust p-order conic mixed integer programs5
On robustness for set-valued optimization problems5
Linear convergence of a nonmonotone projected gradient method for multiobjective optimization5
Solution maps of polynomial variational inequalities5
Karush–Kuhn–Tucker type optimality condition for quasiconvex programming in terms of Greenberg–Pierskalla subdifferential5
An approximation algorithm for multi-objective optimization problems using a box-coverage5
Efficient computation of minimum-area rectilinear convex hull under rotation and generalizations5
Accelerated Dai-Liao projection method for solving systems of monotone nonlinear equations with application to image deblurring5
Improved interval methods for solving circle packing problems in the unit square5
Conical averagedness and convergence analysis of fixed point algorithms5
Partial gradient optimal thresholding algorithms for a class of sparse optimization problems5
Side-constrained minimum sum-of-squares clustering: mathematical programming and random projections5
Linear convergence of inexact descent method and inexact proximal gradient algorithms for lower-order regularization problems5
Simultaneous distributed-boundary optimal control problems driven by nonlinear complementarity systems5
Exact SDP relaxations of quadratically constrained quadratic programs with forest structures5
Maximization problems of balancing submodular relevance and supermodular diversity5
Integer programming formulations and efficient local search for relaxed correlation clustering5
On maximum-sum matchings of points5
Geoffrion’s proper efficiency in linear fractional vector optimization with unbounded constraint sets5
Proximity measures based on KKT points for constrained multi-objective optimization5
Polyhedral approximation strategies for nonconvex mixed-integer nonlinear programming in SHOT5
A scalarization scheme for binary relations with applications to set-valued and robust optimization4
Numerical methods using two different approximations of space-filling curves for black-box global optimization4
Efficient approximation of the metric CVRP in spaces of fixed doubling dimension4
Solution sets of three sparse optimization problems for multivariate regression4
Dynamical system for solving bilevel variational inequalities4
Revenue maximization of Internet of things provider using variable neighbourhood search4
Packing convex polygons in minimum-perimeter convex hulls4
Multi-objective dynamic programming with limited precision4
A variable neighborhood search algorithm for the $$ (r{\mid }p) $$ hub–centroid problem under the price war4
Tight bounds on the maximal perimeter and the maximal width of convex small polygons4
Adaptive seeding for profit maximization in social networks4
Hospital service levels during drug shortages: Stocking and transshipment policies for pharmaceutical inventory4
Painlevé-Kuratowski convergence of minimal solutions for set-valued optimization problems via improvement sets4
Open issues and recent advances in DC programming and DCA4
Lipschitz-inspired HALRECT algorithm for derivative-free global optimization4
Linearization of McCormick relaxations and hybridization with the auxiliary variable method4
New inertial forward-backward type for variational inequalities with Quasi-monotonicity4
The robust bilevel continuous knapsack problem with uncertain coefficients in the follower’s objective4
Characterizing robust optimal solution sets for nonconvex uncertain semi-infinite programming problems involving tangential subdifferentials4
Resolving learning rates adaptively by locating stochastic non-negative associated gradient projection points using line searches4
Alternating DC algorithm for partial DC programming problems4
Primal-dual splittings as fixed point iterations in the range of linear operators4
A DIRECT-type global optimization algorithm for image registration3
Two-step inertial Bregman alternating minimization algorithm for nonconvex and nonsmooth problems3
Exchange rates and multicommodity international trade: insights from spatial price equilibrium modeling with policy instruments via variational inequalities3
On $$\Delta $$-modular integer linear problems in the canonical form and equivalent problems3
Exact SDP reformulations of adjustable robust linear programs with box uncertainties under separable quadratic decision rules via SOS representations of non-negativity3
Several approximation algorithms for sparse best rank-1 approximation to higher-order tensors3
Cheaper relaxation and better approximation for multi-ball constrained quadratic optimization and extension3
Directional derivatives and subdifferentials for set-valued maps applied to set optimization3
A fast and deterministic algorithm for Knapsack-constrained monotone DR-submodular maximization over an integer lattice3
A model of anytime algorithm performance for bi-objective optimization3
On the relation between the extended supporting hyperplane algorithm and Kelley’s cutting plane algorithm3
On global subdifferentials with applications in nonsmooth optimization3
Necessary conditions for weak minima and for strict minima of order two in nonsmooth constrained multiobjective optimization3
Vertex quickest 1-center location problem on trees and its inverse problem under weighted $$l_\infty $$ norm3
An inner approximation method to compute the weight set decomposition of a triobjective mixed-integer problem3
A dual approach to multi-dimensional assignment problems3
Bounds on efficient outcomes for large-scale cardinality-constrained Markowitz problems3
Global linear convergence of evolution strategies with recombination on scaling-invariant functions3
Approximation algorithms for the individually fair k-center with outliers3
An optimization approach for winner determination problem considering transportation cost discounts3
On new methods to construct lower bounds in simplicial branch and bound based on interval arithmetic3
On convex lower-level black-box constraints in bilevel optimization with an application to gas market models with chance constraints3
Penalized semidefinite programming for quadratically-constrained quadratic optimization3
A stochastic approach to full inverse treatment planning for charged-particle therapy3
An efficient alternating minimization method for fourth degree polynomial optimization3
A binary search algorithm for univariate data approximation and estimation of extrema by piecewise monotonic constraints3
Scalar and vector equilibrium problems with pairs of bifunctions3
Cooperative multiobjective optimization with bounds on objective functions3
A method for convex black-box integer global optimization3
On nondegenerate M-stationary points for sparsity constrained nonlinear optimization3
Smoothing Newton method for nonsmooth second-order cone complementarity problems with application to electric power markets3
Existence results for solutions of mixed tensor variational inequalities3
Gaining or losing perspective3
Alternative regularizations for Outer-Approximation algorithms for convex MINLP3
Branch-and-price for a class of nonconvex mixed-integer nonlinear programs3
Optimality conditions based on the Fréchet second-order subdifferential3
Two modified extragradient algorithms for solving variational inequalities3
Global convergence of model function based Bregman proximal minimization algorithms3
Variational rationality, variational principles and the existence of traps in a changing environment3
The lower bounded inverse optimal value problem on minimum spanning tree under unit $$l_{\infty }$$ norm2
Which graphs are rigid in $$\ell _p^d$$?2
EFIX: Exact fixed point methods for distributed optimization2
Parallel algorithm portfolios with adaptive resource allocation strategy2
An interval branch and bound method for global Robust optimization2
Multiobjective optimization with least constraint violation: optimality conditions and exact penalization2
Maximizing a non-decreasing non-submodular function subject to various types of constraints2
A note on completely positive relaxations of quadratic problems in a multiobjective framework2
Scalarization and robustness in uncertain vector optimization problems: a non componentwise approach2
Solving saddle point problems: a landscape of primal-dual algorithm with larger stepsizes2
A semidefinite relaxation method for second-order cone tensor eigenvalue complementarity problems2
Decision bounding problems for two-stage distributionally robust stochastic bilevel optimization2
Duality in nonconvex vector optimization2
Hopping between distant basins2
NMR assignment through linear programming2
Nonconvex constrained optimization by a filtering branch and bound2
Variable sample-size optimistic mirror descent algorithm for stochastic mixed variational inequalities2
Optimality-based domain reduction for inequality-constrained NLP and MINLP problems2
Global complexity analysis of inexact successive quadratic approximation methods for regularized optimization under mild assumptions2
On piecewise linear approximations of bilinear terms: structural comparison of univariate and bivariate mixed-integer programming formulations2
Solving mixed-integer nonlinear optimization problems using simultaneous convexification: a case study for gas networks2
Finding non dominated points for multiobjective integer convex programs with linear constraints2
A Newton Frank–Wolfe method for constrained self-concordant minimization2
Mixed integer nonlinear optimization models for the Euclidean Steiner tree problem in $$\mathbb {R}^d$$2
Global exact optimization for covering a rectangle with 6 circles2
Convex and concave envelopes of artificial neural network activation functions for deterministic global optimization2
A non-convex piecewise quadratic approximation of $$\ell _{0}$$ regularization: theory and accelerated algorithm2
One-Step iterative method for bilevel equilibrium problem in Hilbert space2
Distributionally robust mean-absolute deviation portfolio optimization using wasserstein metric2
Critical sets, crowns and local maximum independent sets2
Portfolio optimization with two coherent risk measures2
Kernel density estimation based distributionally robust mean-CVaR portfolio optimization2
Efficient smooth minorants for global optimization of univariate functions with the first derivative satisfying the interval Lipschitz condition2
Proximal-like incremental aggregated gradient method with Bregman distance in weakly convex optimization problems2
Multidimensional Assignment Problem for Multipartite Entity Resolution2
A unified Douglas–Rachford algorithm for generalized DC programming2
On a borderline between the NP-hard and polynomial-time solvable cases of the flow shop with job-dependent storage requirements2
An inertial proximal point method for difference of maximal monotone vector fields in Hadamard manifolds2
A variational approach to the alternating projections method2
A Galerkin approach to optimization in the space of convex and compact subsets of $${\mathbb {R}}^d$$2
Generalizing 0-1 conflict hypergraphs and mixed conflict graphs: mixed conflict hypergraphs in discrete optimization2
Characterizations of set order relations and nonlinear scalarizations via generalized oriented distance function in set optimization2
On canonical duality theory and constrained optimization problems2
Mathematical programming formulations for piecewise polynomial functions2
Near optimal minimal convex hulls of disks2
Error bound of critical points and KL property of exponent 1/2 for squared F-norm regularized factorization2
On the branch and bound algorithm for the extended trust-region subproblem2
New LP-based local and global algorithms for continuous and mixed-integer nonconvex quadratic programming2
Generalized $${\varepsilon }$$-quasi solutions of set optimization problems2
Consistency of statistical estimators of solutions to stochastic optimization problems2
A general asymptotic function with applications in nonconvex optimization2
Weak and strong convergence of generalized proximal point algorithms with relaxed parameters1
Exclusion regions for parameter-dependent systems of equations1
Conditions for the stability of ideal efficient solutions in parametric vector optimization via set-valued inclusions1
Solving nonnegative sparsity-constrained optimization via DC quadratic-piecewise-linear approximations1
An Entropy-Regularized ADMM For Binary Quadratic Programming1
Learning chordal extensions1
Separating bichromatic point sets in the plane by restricted orientation convex hulls1
ORCA: Outlier detection and Robust Clustering for Attributed graphs1
A novel update rule of HALS algorithm for nonnegative matrix factorization and Zangwill’s global convergence1
Ekeland variational principles involving set perturbations in vector equilibrium problems1
Global dynamic optimization using edge-concave underestimator1
Second order analysis for robust inclusion systems and applications1
Inverse max+sum spanning tree problem under weighted $$l_{\infty }$$ norm by modifying max-weight vector1
Calabi-Polyak convexity theorem, Yuan’s lemma and S-lemma: extensions and applications1
Multiple instance classification via quadratic programming1
The conditional p-dispersion problem1
Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods1
An outer–inner linearization method for non-convex and nondifferentiable composite regularization problems1
Filter-based stochastic algorithm for global optimization1
Time-dependent elliptic quasi-variational-hemivariational inequalities: well-posedness and application1
Optimality and error bound for set optimization with application to uncertain multi-objective programming1
Optimistic NAUTILUS navigator for multiobjective optimization with costly function evaluations1
Global sensing search for nonlinear global optimization1
Model risk in mean-variance portfolio selection: an analytic solution to the worst-case approach1
Sparse conic reformulation of structured QCQPs based on copositive optimization with applications in stochastic optimization1
Relaxed-inertial proximal point type algorithms for quasiconvex minimization1
Low-rank matrix recovery with Ky Fan 2-k-norm1
Some saddle-point theorems for vector-valued functions1
On complexity and convergence of high-order coordinate descent algorithms for smooth nonconvex box-constrained minimization1
A genetic algorithm with a self-reproduction operator to solve systems of nonlinear equations1
Faster distance-based representative skyline and k-center along pareto front in the plane1
A new greedy strategy for maximizing monotone submodular function under a cardinality constraint1
Quaternion matrix decomposition and its theoretical implications1
An enhanced logical benders approach for linear programs with complementarity constraints1
Convergence rates for the heavy-ball continuous dynamics for non-convex optimization, under Polyak–Łojasiewicz condition1
Data-driven stochastic optimization for distributional ambiguity with integrated confidence region1
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