Publications

64 entries, 2020–2026.

2026

X. Wu, L. Cui, S. Gelareh, “One-sided regularity and strongly (B,C)-inverse of tensor rings and applications,” Computational and Applied Mathematics, 45(4), 136.
W.-K. Chen, W.-Y. Zhang, Y.-R. Wang, S. Gelareh, “An efficient branch-and-cut approach for large-scale competitive facility location problems with limited choice rule,” European Journal of Operational Research, 333(2), 349–364.
L. Wang, Y. Xia, Y. Xiao, “Global optimization of a convex–concave fraction plus a convex function using hidden sawtooth-curve bounds via a two-layer dual approach,” Journal of Computational and Applied Mathematics, 484, 117491.
H.-Q. Nguyen, T.-T. Lin, R.-L. Sheu, Y. Xia, “A QP1QC Approach for Deciding Whether or Not Two Quadratic Surfaces Intersect,” SIAM Journal on Optimization, 36(1), 381–408.
Y. Zhang, Z. Zhu, Y. Xia, “SPP-SBL: Space-Power Prior Sparse Bayesian Learning for Block Sparse Recovery,” IEEE Transactions on Signal Processing, 74, 1293–1308.
A. Barboza, J. Huamani, J. Santisteban, N. Maculan, D. Mauricio, “Prediction and Explainability of School Dropout in Peru Using Machine Learning and Explainable AI,” IEEE Access, 14, 43752–43771.
G.M.O. Vieira, N. Maculan, F. de Lima Marquezino, “Noise-resilient spatial search with lackadaisical quantum walks,” Quantum Information Processing, 25(6), 183.
M.A. Benadda, K. Bouamrane, D. Hamdadou, S. Goumiri, “Metapath-guided graph embeddings for predicting herb-drug interaction effects,” Network Modeling and Analysis in Health Informatics and Bioinformatics, 15(1), 47.
Y. Hu, M. Si, X.-G. Yang, “Determination of Three-Dimensional Ladyzhenskaya Model with Shear-Dependent Viscosity,” Asymptotic Analysis (OnlineFirst).

2025

O. Kemmar, K. Bouamrane, S. Gelareh, “Round-trip hub location problem,” RAIRO – Operations Research, 59(1), 163–191.
T. Zhang, Y. Xia, S. Li, “O(1/k²) Convergence Rates of (Dual-Primal) Balanced Augmented Lagrangian Methods for Linearly Constrained Convex Programming,” Numerical Algorithms, 98(1), 325–345.
T. Zhang, Y. Xia, “Bivalent Quadratic Optimization with Sum-of-Square of Quadratic Penalties,” Journal of Combinatorial Optimization, 50(1), 12.
X. Liu, Y. Xia, “A Unified Algorithmic Framework for Dynamic Compressive Sensing,” Signal Processing, 232, 109926.
N. Maculan, M. Fampa, H. Ouzia, R.V. Pinto, “Mathematical Optimization Models for the Euclidean Steiner Tree Problem in ℝᵈ,” 4OR, 23(4), 353–382.
I. Kacem, S. Bhar Layeb, N. Maculan, A.R. Mahjoub, “New Trends of Combinatorial Optimization and Applications,” Annals of Operations Research, 351(1), 1–2.
M.B. de Assis Linhares, R.V. Pinto, N. Maculan, M. Negreiros, “Second-Order Cone Programming Models for the Unitary Weighted Weber Problem and for the Minimum Sum of the Squares Clustering Problem,” International Transactions in Operational Research, 32(2), 961–972.
E.G. Birgin, G. Haeser, N. Maculan, L. Mallma Ramirez, “On the Global Convergence of a General Class of Augmented Lagrangian Methods,” Journal of Optimization Theory and Applications, 206(3), 57.
M.S. Louzeiro, G.N. Silva, J. Yuan, D. Zhang, “An Adaptive Cubic Regularization Inexact-Newton Method on Riemannian Manifolds,” Journal of Scientific Computing, 105, 69.
A. Monteiro, E.F. Vieira, V. de Almeida Guimarães, P.H. González, “Transforming State Regular Schools into Technical Schools: A Case Study in Brazil Southeast Region,” Journal of Smart Cities and Society, 4(4), 211–231.
R. Schneider, C.A. Da Silva Alves, I. Mendonça, P.H. González Silva, “A Hybrid Reinforcement Learning BRKGA with Local Branching for a Sensor Allocation Problem,” IEEE Congress on Evolutionary Computation (CEC) 2025, 1–8.
C.A. Da Silva Alves, C. Miceli de Farias, I. Mendonça, P.H. González, “A Reinforcement Learning Hybrid BRKGA Strategy Applied to Sensor Network Optimization,” FUSION 2025, 1–8.
A.A. Monteiro Junior, C.A. Da Silva Alves, P.H. González, “Optimizing Rescue Operations in Urban Forests: A Data Mining-Enhanced ACO Approach,” FUSION 2025, 1–8.
R. Schneider, C.A. Da Silva Alves, L. Assis, C.M. de Farias, I. Mendonça, P.H. González Silva, “A Hybrid Multi-Centrality and Reinforcement Learning Approach for Sensor Allocation in Wireless Sensor Networks,” FUSION 2025, 1–7.
D.C. Mauricio, J. Lugon Junior, A. Merlo, M. Omai, P.H. González, R. Guerra, W. Telles, D.N. Brandão, “Application of Machine-Learning Techniques for Water Quality Assessment in Coastal Environments,” ICCSA 2025 (Part III), 295–306.
L. Cui, S. Yang, X. Zhang, X. Zhao, J. Yuan, Q. Wang, “An infeasible projection-type algorithm for finding nonnegative ground state solutions of nonlinear Schrödinger equations,” J. Comput. Appl. Math., 475, 117040.
H. Zhang, T.Z. Huang, X. Zhao, L. Cui, M.K. Ng, “Slice-Wise Irregular Tensor Decomposition and Its Application,” J. Sci. Comput., 104, 1–25.
R.N. Monemi, S. Gelareh, P.H. González, L. Cui, K. Bouamrane, Y. Dai, N. Maculan, “Graph Convolutional Networks for Logistics Optimization: A Survey of Scheduling and Operational Applications,” Transportation Research Part E: Logistics and Transportation Review, 197, 104083.
L. Cui, G. Guo, M. Ng, Q. Zou, Y. Qiu, “GSTRPCA: Irregular Tensor Singular Value Decomposition for Single-Cell Multi-Omics Data Clustering,” Briefings in Bioinformatics, 26, bba649.
Y. Xia, “Best Subset Selection: Optimal Pursuit for Feature Selection and Elimination,” ICML 2025 (to appear).
Y. Xia, “Globally Solving the Fractional Squared Least Squares Model for GPS Localization,” Numerical Algorithms, 99, 1855–1870.
Y. Xia, “Convergence Rate of Projected Subgradient Method with Time-Varying Step Sizes,” Optimization Letters, 19, 1027–1031.
Y. Xia, “Cubic NK-SVD: An Algorithm for Designing Parametric Dictionary in Frequency Estimation,” Signal Processing, 235, 110029.
Y. Xia, “Inertial Accelerated Stochastic Mirror Descent for Large-Scale Generalized Tensor CP Decomposition,” Computational Optimization and Applications, 91, 201–233.
Y. Xia, “Numerical Range of Real-Valued Linear Mapping on Complex Stiefel Manifold,” Linear Algebra and its Applications, 710, 95–110.

2024

R.N. Monemi, S. Gelareh, N. Maculan, “Neural Benders Decomposition for Mixed-Integer Programming,” TOP, Springer (Online).
R.N. Monemi, S. Gelareh, N. Maculan, W. Chen, “A Neural Branch-and-Price for Truck Scheduling in Cross-Docks,” Science China Mathematics, Springer (Online).
R.N. Monemi, S. Gelareh, N. Maculan, “Solution Algorithms for Dock Scheduling and Truck Sequencing in Cross-Docks,” Computers & Operations Research, 2024.
R.N. Monemi, S. Gelareh, N. Maculan, “A Machine Learning Based Cut-Branch-and-Benders for Dock Assignment and Truck Scheduling,” Transportation Research Part E, 178, October 2023 (Online in 2024).
H. Karimi, et al., “User Preferences in Ride-Sharing Mathematical Models for Enhanced Matching,” Scientific Reports, 14(1), 27338.
H. Karimi, et al., “Enhancing Efficiency in Delivering Petroleum Products,” International Journal of Management Science and Engineering Management, 1–24.
H. Karimi, et al., “Technicians Scheduling and Routing for Elevator Maintenance,” Expert Systems with Applications, 235, 121133.
Y. Xia, “Linear Programming on the Stiefel Manifold,” SIAM Journal on Optimization, 34(1), 718–741.
Y. Xia, “A Family of Barzilai–Borwein Step Lengths,” Computational Optimization and Applications, 87, 1011–1031.
R. Beard, “Recursive Deep Learning Framework for Forecasting the Decadal World Economic Outlook,” IEEE Access, 12, 152921–152944.
Julie-Anne Kerandel et al., “Implications of Climate Change for Fisheries and Aquaculture,” SPC Book Chapter, forthcoming.

2023

R.N. Monemi, S. Gelareh, N. Maculan, “Machine Learning-Based Branch-Cut-and-Benders for Dock Assignment and Truck Scheduling,” Transportation Research Part E, 178.
H. Karimi, N. Bakmohammadi, H. Vahdani, “Optimal Policy of Ordering Blood Units in Hospitals,” Transfusion and Apheresis Science, 62(2), 103529.
Y. Xia, “Calabi–Polyak Convexity Theorem, Yuan’s Lemma and S-Lemma,” Journal of Global Optimization, 85(3), 743–756.
Y. Xia, “An Indefinite Proximal Subgradient-Based Algorithm for Nonsmooth Composite Optimization,” Journal of Global Optimization, 87, 533–550.
R. Beard, “Economics of Fisheries Licenses,” University of Copenhagen Conference Paper, Oct 2023.

2022

R.N. Monemi, S. Gelareh, N. Maculan, “Dock Assignment and Truck Scheduling Problem,” Transportation Research Part E, 2022.
H. Karimi, Z. Nikkhah-Farkhani, “Performance Appraisal of Knowledge Workers Using Augmented ARAS,” IEEE Transactions on Engineering Management, 69(5), 2285–2295.
Y. Xia, “Trust-Region Subproblem and Extension,” SIAM Journal on Optimization, 33(1), 267–293.
Y. Xia, “Toward Nonquadratic S-Lemma,” Journal of Optimization Theory and Applications, 194(1), 353–363.
M. Li, W. Li, “Nonconvex Multi-View Subspace Clustering,” Inverse Problems, 38:105008.

2021

R.N. Monemi, S. Gelareh, A. Nagih, N. Maculan, “Multiple Allocation Hub Location Problem with Serial Demand,” Transportation Research Part E, 2021.
H. Karimi, M. Fallahtafti, E. Ardjmand, “Time Slot Management in Pickup and Delivery Problems,” Computers & Industrial Engineering, 159, 107512.
Y. Xia, “Chebyshev Center of the Intersection of Balls: Complexity, Relaxation, and Approximation,” Mathematical Programming, 187(1–2), 287–315.
Y. Xia, “Semidefinite Relaxation for Total Least Squares,” Optimization, 70(2), 251–268.
M. Li, W. Li, “Tensor Robust Principal Component Analysis,” Journal of Scientific Computing, 89:67.

2020

R.N. Monemi, D. Jones, A. Nagih, S. Gelareh, “Bi-Objective Load Balancing Multiple Allocation Hub Location: A Compromise Programming Approach,” Annals of Operations Research, 2020.
H. Karimi, A. Ramezanzade, “Hybrid Decision-Making Framework to Rank Power Supply Systems,” Sustainable Energy Technologies and Assessments, 41, 100779.
H. Karimi, S. Beigi, “Optimal Allocation of City Districts to Emergency Resettlement Sites,” Industrial Management Journal, 12(1), 82–110.
Y. Xia, “Globally Minimizing the Sum of a Convex–Concave Fraction and a Convex Function,” Journal of Global Optimization, 77(2), 301–318.