Data center chiller plant optimization via mixed-integer nonlinear differentiable predictive control

Συγγραφείς: Boldocký, Ján ^{⁎, a, b}, Faulkner, Cary ^a, Michael, Elad ^a, Gulan, Martin ^b, Tuor, Aaron ^a, Drgoňa, Ján ^{c, a}

Πηγή: In Control Engineering Practice September 2026 174

The Differentiable Feasibility Pump

Συγγραφείς: Cacciola, Matteo^Aff10, Forel, Alexandre^Aff10, Frangioni, Antonio^Aff11, Lodi, Andrea^Aff12

Συνεισφορές: Goos, Gerhard, Series Editor^{Aff1, Aff3}, Hartmanis, Juris, Founding Editor^Aff2, Bertino, Elisa, Editorial Board Member^Aff4, Gao, Wen, Editorial Board Member^Aff5, Steffen, Bernhard, Editorial Board Member^Aff6, Yung, Moti, Editorial Board Member^Aff7, Megow, Nicole, editor^Aff8, Basu, Amitabh, editor^Aff9

Πηγή: Integer Programming and Combinatorial Optimization : 26th International Conference, IPCO 2025, Baltimore, MD, USA, June 11–13, 2025, Proceedings. 15620:157-171

Learning to Solve Mixed-Integer Nonlinear Programming with Neural Networks and Sequential Quadratic Programming Refinement

Συγγραφείς: Le, Viet-Anh, Mangharam, Rahul

Θεματικοί όροι: Optimization and Control, Systems and Control

Σύνδεσμος πρόσβασης: https://arxiv.org/abs/2610.05746

A Framework for Eliminating Paradoxical Orders in European Day-Ahead Electricity Markets through Mixed-Integer Linear Programming Strong Duality

Συγγραφείς: Wang, Zhen, Hesamzadeh, Mohammad Reza, Zhao, Shudian, Kronqvist, Jan

Θεματικοί όροι: Optimization and Control, 90C11, 90C46, 91B26

Σύνδεσμος πρόσβασης: http://arxiv.org/abs/2603.25490

Learning to optimize: A tutorial for continuous and mixed-integer optimization

Συγγραφείς: Chen, Xiaohan^Aff1, Liu, Jialin^Aff1, Yin, Wotao^{Aff1, IDs1142502322933_cor3}

Πηγή: Science China Mathematics. 67(6):1191-1262

Spatial Branch-and-Bound for Nonconvex Separable Piecewise Linear Optimization.

Συγγραφείς: Hübner, Thomas, Gupte, Akshay, Rebennack, Steffen

Πηγή: INFORMS Journal on Computing; Mar/Apr2026, Vol. 38 Issue 2, p645-675, 31p

Θεματικοί όροι: Branch & bound algorithms, Piecewise linear approximation, Mathematical optimization, Convex functions, Knapsack problems, Global optimization, Mixed integer linear programming

Addressing Mixed-Integer Nonlinear Energy Management in Hybrid Vehicles: Comparing Genetic Algorithm and Sequential Quadratic Programming Within Model Predictive Control.

Συγγραφείς: Herkenrath, Ferris, Koßler, Silas, Günther, Marco, Pischinger, Stefan

Πηγή: Energies (19961073); Mar2026, Vol. 19 Issue 6, p1535, 28p

Θεματικοί όροι: Genetic algorithms, Hybrid electric vehicles, Energy conversion, Quadratic programming, Energy consumption, Optimization algorithms, Predictive control systems, Mixed integer linear programming

Promoting Generalization for Exact Combinatorial Solvers via Adversarial Instance Augmentation

Συγγραφείς: Liu, H., Wang, J., Kuang, Y., Li, X., Zhang, Y., Wu, F.

Πηγή: IEEE Transactions on Pattern Analysis and Machine Intelligence IEEE Trans. Pattern Anal. Mach. Intell. Pattern Analysis and Machine Intelligence, IEEE Transactions on. 48(10):12319-12334 Oct, 2026

Fair and Accurate Regression: Strong Formulations and Algorithms.

Συγγραφείς: Deza, Anna, Gómez, Andrés, Atamtürk, Alper

Πηγή: INFORMS Journal on Optimization; Summer2026, Vol. 8 Issue 3, p206-229, 24p

Θεματικοί όροι: Regression analysis, Mixed integer linear programming, Branch & bound algorithms, Least squares, Convex sets, Logistic regression analysis, Optimization algorithms

Perspective Benders Decomposition with Applications to Fixed-Charge Nonlinear Resource Allocation.

Συγγραφείς: Yang, Kang, Song, Guopeng, Wang, Rui, Yang, Haoxiang, Leus, Roel

Πηγή: INFORMS Journal on Computing; May/Jun2026, Vol. 38 Issue 3, p783-801, 19p

Θεματικοί όροι: Sensor placement, Location problems (Programming), Mixed integer linear programming, Mathematical optimization, Nonlinear programming

Lagrangian Duality for Mixed-Integer Semidefinite Programming: Theory and Algorithms

Συγγραφείς: de Meijer, Frank, Sotirov, Renata

Θεματικοί όροι: Optimization and Control

Σύνδεσμος πρόσβασης: http://arxiv.org/abs/2501.11397

Integrated Conditional Estimation-Optimization.

Συγγραφείς: Qi, Meng, Grigas, Paul, Shen, Zuo-Jun

Πηγή: Operations Research; May/Jun2026, Vol. 74 Issue 3, p1604-1625, 22p

Θεματικοί όροι: Distribution (Probability theory), Nonconvex programming, Parameterization, Mathematical optimization, Optimization algorithms

Hierarchical task allocation and chance-constrained trajectory optimization for heterogeneous quadrotor swarms.

Συγγραφείς: Huang, Yaohua, Karimi, Hamid Reza, Zhao, Xudong, Ning, Xin

Πηγή: Journal of King Saud University - Computer & Information Sciences; Aug2026, Vol. 38 Issue 6, p1-22, 22p

Θεματικοί όροι: Trajectory optimization, Mixed integer linear programming, Cooperation, Constraint satisfaction

SiPhyR: An End-to-End Learning-Based Optimization Framework for Dynamic Grid Reconfiguration

Συγγραφείς: Haider, R., Annaswamy, A., Dey, B., Chakraborty, A.

Πηγή: IEEE Transactions on Smart Grid IEEE Trans. Smart Grid Smart Grid, IEEE Transactions on. 16(2):1248-1260 Mar, 2025

On the relationship between the value function and the efficient frontier of a mixed integer linear optimization problem

Συγγραφείς: Samira Fallah, Ted K. Ralphs, Natashia L. Boland

Πηγή: Mathematical Methods of Operations Research. 100:175-220

Θεματικοί όροι: cutting-plane algorithm, efficient frontier, 0211 other engineering and technologies, 0102 computer and information sciences, 02 engineering and technology, 01 natural sciences, value function, 90C29, 90C46, multi-objective optimization, Mixed integer programming, Optimization and Control (math.OC), FOS: Mathematics, Mathematics - Optimization and Control, Multi-objective and goal programming

Περιγραφή αρχείου: application/xml

Σύνδεσμος πρόσβασης: http://arxiv.org/abs/2303.00785

McCormick envelopes in mixed-integer PDE-constrained optimization.

Συγγραφείς: Leyffer, Sven, Manns, Paul

Πηγή: Mathematical Programming; Jul2026, Vol. 218 Issue 1/2, p245-290, 46p

Θεματικοί όροι: Partial differential equations, Nonlinear programming, Mixed integer linear programming, Mathematical optimization, Optimization algorithms, Branch & bound algorithms

A Frank-Wolfe-based primal heuristic for quadratic mixed-integer optimization

Συγγραφείς: Mexi, Gioni^{Aff1, Aff2, IDs12532026003403_cor1}, Hendrych, Deborah^{Aff1, Aff2}, Designolle, Sébastien^{Aff1, Aff4}, Besançon, Mathieu^Aff3, Pokutta, Sebastian^{Aff1, Aff2}

Πηγή: Mathematical Programming Computation: A Publication of the Mathematical Optimization Society. :1-25

Combining gradient information and primitive directions for high-performance Bound-Constrained mixed-integer optimization.

Συγγραφείς: Lapucci, Matteo, Liuzzi, Giampaolo, Lucidi, Stefano, Mansueto, Pierluigi

Πηγή: Journal of Global Optimization; Feb2026, Vol. 94 Issue 2, p517-538, 22p

Θεματικοί όροι: Constrained optimization, Optimization algorithms, Nonsmooth optimization, Mathematical optimization, Mixed integer linear programming

A sequential quadratically constrained quadratic programming technique for a multi-objective optimization problem

Συγγραφείς: Abu Talhamainuddin Ansary, Geetanjali Panda

Πηγή: Engineering Optimization. 51:22-41

Θεματικοί όροι: Artificial neural network, Quadratic Programming, Quadratically constrained quadratic program, Economics, 0211 other engineering and technologies, Geometry, Penalty method, Quadratic growth, 02 engineering and technology, Quadratic programming, Quantum mechanics, Mathematical analysis, Multi-Objective Transportation Problem Optimization, Engineering, Differentiable function, Nonlinear programming, Computer security, Machine learning, FOS: Mathematics, Constraint (computer-aided design), Optimization problem, Constrained optimization, Economic growth, Scheme (mathematics), Numerical Analysis, Gradient descent, Numerical Optimization Techniques, RADIUS, Multi-Objective Optimization, Physics, Mathematical optimization, Sequential quadratic programming, Quadratic equation, Computer science, Algorithm, Line search, Active set method, Computational Theory and Mathematics, Control and Systems Engineering, Computer Science, Physical Sciences, Convergence (economics), Descent direction, Nonlinear system, Linear Fractional Programming, Multiobjective Optimization in Evolutionary Algorithms, Mathematics, Mixed-Integer Nonlinear Programs

An optimization scheduling strategy for electric-heat-hydrogen integrated energy systems based on memory-enhanced deep reinforcement learning.

Alternate Title: 基于记忆增强深度强化学习的电-热-氢集成能源系统优化调度策略. (Chinese)

Συγγραφείς: Bai, Zhongli, Gao, Qiang, Zhang, Hongzhi, Liu, Junjie, Ji, Yuehui, Song, Yu, Cheng, Xu

Πηγή: Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering); Aug2026, Vol. 27 Issue 8, p809-824, 16p

Θεματικοί όροι: Scheduling, Electric power, Heat, Hydrogen as fuel, Mixed integer linear programming, Reinforcement learning, Entropy, Short-term memory