Journal of Global Optimization

2004 - 2025

Current editor(s): Sergiy Butenko

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Volume 92, issue 4, 2025

MUSE-BB: a decomposition algorithm for nonconvex two-stage problems using strong multisection branching pp. 837-888

Marco Langiu, Manuel Dahmen, Dominik Bongartz and Alexander Mitsos

Addressing mixed constraints: an improved framework for black-box optimization pp. 889-908

Raju Chowdhury and Neelesh S. Upadhye

Computing local minimizers in polynomial optimization under genericity conditions pp. 909-932

Vu Trung Hieu and Akiko Takeda

Weak sharp minima at infinity and solution stability in mathematical programming via asymptotic analysis pp. 933-950

Felipe Lara, Nguyen Van Tuyen and Tran Van Nghi

Double interdiction problem on trees on the sum of root-leaf distances by upgrading edges pp. 951-972

Xiao Li, Xiucui Guan, Junhua Jia and Panos M. Pardalos

An exact approach for the Stackelberg knapsack problem with weight selection pp. 973-991

Yeonghun Lee, Kiho Seo, Seulgi Joung and Sungsoo Park

Covering constants for metric projection operator with applications to stochastic fixed-point problems pp. 993-1020

Jinlu Li

Existence and stability for a class of variational–hemivariational inequalities involving multivalued Brezis pseudomonotone operators pp. 1021-1043

Shengda Zeng, Xi Chen, Jinxia Cen and Patrick Winkert

Properties of a generalized oriented distance function and applications to set optimization with a variable structure pp. 1045-1070

Wenqing Wang and Yihong Xu

An extragradient algorithm for a lifted reformulation of projected solutions for quasiequilibria pp. 1071-1090

Giancarlo Bigi, Marco Castellani and Sara Latini

Volume 92, issue 3, 2025

Distributionally Robust Optimization with Polynomial Robust Constraints pp. 509-534

Jiawang Nie and Suhan Zhong

Convexifiable quadratic inequality systems: new minimax S-lemma and exact SOCPs for classes of distributionally robust optimization problems pp. 535-568

Q. Y. Huang, V. Jeyakumar, G. Li and D. T. K. Huyen

Inexact bilevel stochastic gradient methods for constrained and unconstrained lower-level problems pp. 569-614

T. Giovannelli, G. D. Kent and L. N. Vicente

Out-of-sample estimation for a branch-and-bound algorithm with growing datasets pp. 615-642

Susanne Sass, Alexander Mitsos, Nikolay I. Nikolov and Angelos Tsoukalas

Infinite-dimensional convex cones: internal geometric structure and analytical representation pp. 643-662

Valentin V. Gorokhovik

Parallel inexact Levenberg–Marquardt method for nearly-separable nonlinear least squares pp. 663-691

Lidija Fodor, Dušan Jakovetić, Nataša Krejić and Greta Malaspina

Quasi-Newton type proximal gradient method for nonconvex nonsmooth composite optimization problems pp. 693-711

Tanxing Wang, Yaning Jiang and Xingju Cai

On the convergence result of the gradient-push algorithm on directed graphs with constant stepsize pp. 713-736

Woocheol Choi, Doheon Kim and Seok-Bae Yun

A dual adaptive algorithm for matrix optimization with sparse group lasso regularization pp. 737-774

Jinji Yang, Jiang Hu and Chungen Shen

Computing one-bit compressive sensing via zero-norm regularized DC loss model and its surrogate pp. 775-807

Kai Chen, Ling Liang and Shaohua Pan

A strategy to tighten the relaxation of bilinear terms towards petrochemical scheduling problem pp. 809-835

Lifeng Zhang, Congqin Ge, Yanfeng Zhang, Wenhui Yang, Bingzhen Chen and Zhihong Yuan

Volume 92, issue 2, 2025

Gaussian Process regression over discrete probability measures: on the non-stationarity relation between Euclidean and Wasserstein Squared Exponential Kernels pp. 253-278

Antonio Candelieri, Andrea Ponti and Francesco Archetti

Quasiconjugate duality and optimality conditions for quasiconvex optimization pp. 279-293

Satoshi Suzuki

Extending interval branch-and-bound from two to few objectives in nonlinear multiobjective optimization pp. 295-320

Ignacio Araya, Victor Reyes and Javier Montero

Rank-one matrix completion via high-rank matrices in sum-of-squares relaxations pp. 321-343

Godai Azuma, Sunyoung Kim and Makoto Yamashita

Partial augmented Lagrangian method for non-Lipschitz mathematical programs with complementarity constraints pp. 345-379

Gao-Xi Li, Xin-Min Yang and Xian-Jun Long

Global convergence of block Bregman proximal iteratively reweighted algorithm with extrapolation pp. 381-410

Jie Zhang and Xinmin Yang

Stability analysis of split equality and split feasibility problems pp. 411-429

Vu Thi Huong, Hong-Kun Xu and Nguyen Dong Yen

Extended vertical tensor complementarity problems with finite solution sets pp. 431-452

Xue-liu Li, Yi-rong Jiang, Yuning Yang and Guo-ji Tang

Revisiting non-monotone regularized submodular maximization: bi-criteria and PASS approximations pp. 453-481

Cheng Lu

An exact algorithm for disaster-resilience augmentation of planar straight-line graphs pp. 483-508

Alexander Westcott and Charl Ras

Volume 92, issue 1, 2025

Simultaneous convexification for the planar obnoxious facility location problem pp. 1-20

Anatoliy Kuznetsov and Nikolaos V. Sahinidis

Tightening state relaxations for global dynamic optimization using dynamic cuts pp. 21-54

Jason Ye and Joseph K. Scott

Limited memory bundle DC algorithm for sparse pairwise kernel learning pp. 55-85

Napsu Karmitsa, Kaisa Joki, Antti Airola and Tapio Pahikkala

Bundle trust region algorithm based on linear subproblem pp. 87-109

Najmeh Hoseini Monjezi

Solution existence for a class of nonsmooth robust optimization problems pp. 111-133

Nguyen Canh Hung, Thai Doan Chuong and Nguyen Hoang Anh

Characterisation of zero duality gap for optimization problems in spaces without linear structure pp. 135-158

Ewa Bednarczuk and Monika Syga

Using dual relaxations in multiobjective mixed-integer convex quadratic programming pp. 159-186

Marianna Santis, Gabriele Eichfelder, Daniele Patria and Leo Warnow

A refined proximal algorithm for nonconvex multiobjective optimization in Hilbert spaces pp. 187-203

G. C. Bento, J. X. Cruz Neto, J. O. Lopes, B. S. Mordukhovich and P. R. Silva Filho

Support vector machines with the hard-margin loss: optimal training via combinatorial Benders’ cuts pp. 205-225

Ítalo Santana, Breno Serrano, Maximilian Schiffer and Thibaut Vidal

Time-optimal computation of the rectilinear convex hull with arbitrary orientation of sets of segments and circles pp. 227-251

Carlos Alegría, Justin Dallant, Pablo Pérez-Lantero and Carlos Seara

Volume 91, issue 4, 2025

On the convergence order of value function relaxations used in decomposition-based global optimization of nonconvex stochastic programs pp. 701-742

Dillard Robertson, Pengfei Cheng and Joseph K. Scott

Conic relaxations for conic minimax convex polynomial programs with extensions and applications pp. 743-763

Thai Doan Chuong and José Vicente-Pérez

Applying augmented weak subdifferentials and normal cones for nonconvex mathematical programming problems pp. 765-786

Tran Van Su and Chu Van Tiep

Approximations of unbounded convex projections and unbounded convex sets pp. 787-805

Gabriela Kováčová and Birgit Rudloff

Maximizing the smallest eigenvalue of grounded Laplacian matrix pp. 807-828

Xiaotian Zhou, Run Wang, Wei Li and Zhongzhi Zhang

Stochastic golden ratio algorithm to non-convex stochastic mixed variational inequality problem pp. 829-850

Shenghua Wang, Ziqi Zhu and Lanxiang Yu

System architecture optimization strategies: dealing with expensive hierarchical problems pp. 851-895

Jasper H. Bussemaker, Paul Saves, Nathalie Bartoli, Thierry Lefebvre and Rémi Lafage

Constrained optimization in simulation: efficient global optimization and Karush-Kuhn-Tucker conditions pp. 897-922

Jack P. C. Kleijnen, Ebru Angün, Inneke Nieuwenhuyse and Wim C. M. Beers

Stochastic red-blue set covering: a decomposition approach pp. 923-951

David Islip and Roy H. Kwon

On a tractable single-level reformulation of a multilevel model of the European entry-exit gas market with market power pp. 953-985

Veronika Grimm, Julia Grübel, Martin Schmidt, Alexandra Schwartz, Ann-Kathrin Wiertz and Gregor Zöttl

Volume 91, issue 3, 2025

Hybridizing two linear relaxation techniques in interval-based solvers pp. 437-456

Ignacio Araya, Frédéric Messine, Jordan Ninin and Gilles Trombettoni

A branch-and-bound algorithm for parametric mixed-binary nonlinear programs pp. 457-481

Andrew C. Pangia and Margaret M. Wiecek

Complexity of linearized quadratic penalty for optimization with nonlinear equality constraints pp. 483-510

Lahcen El Bourkhissi and Ion Necoara

Iterative mix thresholding algorithm with continuation technique for mix sparse optimization and application pp. 511-534

Yaohua Hu, Jian Lu, Xiaoqi Yang and Kai Zhang

On generalized KKT points for the Motzkin–Straus program pp. 535-557

Guglielmo Beretta, Alessandro Torcinovich and Marcello Pelillo

A new modified Halpern-type splitting algorithm for solving monotone inclusion problems in reflexive Banach spaces pp. 559-585

Lulu Chen, Gang Cai, Prasit Cholamjiak and Papatsara Inkrong

New iterative algorithms for solving split variational inclusions pp. 587-609

Soumitra Dey, Chinedu Izuchukwu, Adeolu Taiwo and Simeon Reich

Inexact proximal methods for weakly convex functions pp. 611-646

Pham Duy Khanh, Boris S. Mordukhovich, Vo Thanh Phat and Dat Ba Tran

Adaptive nested Monte Carlo approach for multi-objective efficient global optimization pp. 647-676

Shengguan Xu, Jianfeng Tan, Jiale Zhang, Hongquan Chen and Yisheng Gao

Convergence of solutions to set optimization problems with variable ordering structures pp. 677-699

L. Q. Anh and D. V. Hien

Volume 91, issue 2, 2025

Preface pp. 255-256

Tibor Csendes, Boglárka G.-Tóth and Tamás Vinkó

A revised monotonicity-based method for computing tight image enclosures of functions pp. 257-286

Ignacio Araya and Victor Reyes

Global optimization of mixed-integer nonlinear programs with SCIP 8 pp. 287-310

Ksenia Bestuzheva, Antonia Chmiela, Benjamin Müller, Felipe Serrano, Stefan Vigerske and Fabian Wegscheider

Local search versus linear programming to detect monotonicity in simplicial branch and bound pp. 311-330

L. G. Casado, B. G.-Tóth, E. M. T. Hendrix and F. Messine

Global solution of quadratic problems using interval methods and convex relaxations pp. 331-353

Sourour Elloumi, Amélie Lambert, Bertrand Neveu and Gilles Trombettoni

Node selection through upper bounding local search methods in branch & bound solvers for NCOPs pp. 355-369

Victor Reyes and Ignacio Araya

On polling directions for randomized direct-search approaches: application to beam angle optimization in intensity-modulated proton therapy pp. 371-392

H. Rocha and J. Dias

Heteroscedastic Bayesian optimization using generalized product of experts pp. 393-413

Saulius Tautvaišas and Julius Žilinskas

On the use of overlapping convex hull relaxations to solve nonconvex MINLPs pp. 415-436

Ouyang Wu, Pavlo Muts, Ivo Nowak and Eligius M. T. Hendrix

Volume 91, issue 1, 2025

Global optimization: a machine learning approach pp. 1-37

Dimitris Bertsimas and Georgios Margaritis

Smoothing penalty approach for solving second-order cone complementarity problems pp. 39-58

Chieu Thanh Nguyen, Jan Harold Alcantara, Zijun Hao and Jein-Shan Chen

Stochastic decomposition for risk-averse two-stage stochastic linear programs pp. 59-93

Prasad Parab, Lewis Ntaimo and Bernardo Pagnoncelli

Nested benders decomposition for a deterministic biomass feedstock logistics problem pp. 95-127

Sanchit Singh, Subhash C. Sarin and Sandeep Singh Sangha

Solving a class of two-stage stochastic nonlinear integer programs using value functions pp. 129-153

Junlong Zhang, Osman Y. Özaltın and Andrew C. Trapp

On e-monotonicity and maximality of operators in Banach spaces pp. 155-170

M. H. Alizadeh, M. Bianchi and R. Pini

Pointwise expected hypervolume improvement for expensive multi-objective optimization pp. 171-197

Li Mei and Zhan Dawei

Existence of weak efficient solutions of set-valued optimization problems pp. 199-215

Fatemeh Fakhar, Hamid Reza Hajisharifi and Zeinab Soltani

Unboundedness of the images of set-valued mappings having closed graphs: application to vector optimization pp. 217-234

V. T. Hieu, E. A. S. Köbis, M. A. Köbis and P. H. Schmölling

Inexact primal-dual active set iteration for optimal distribution control of stationary heat or cold source pp. 235-253

Mengdi Hu, Haiming Song, Jiageng Wu and Jinda Yang