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检索条件"主题词=Mixed-integer linear programming"
2275 条 记 录,以下是1091-1100 订阅
Algorithms for min-buying in networks
arXiv
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arXiv 2025年
作者: Bhardwaj, Aaditya Black, Ben Dokka, Trivikram Kirkbride, Christopher STOR-i Centre for Doctoral Training Lancaster University United Kingdom Advanced Analytics Group Air Products Plc United Kingdom Department of Management Science Lancaster University Management School United Kingdom
The paper is motivated by pricing decisions faced by forecourt fuel retailers across their outlets on a road network. Through our modelling approach we are able adapt the network structure to a bipartite graph with de... 详细信息
来源: 评论
Variable aggregation for nonlinear optimization problems
arXiv
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arXiv 2025年
作者: Naik, Sakshi Biegler, Lorenz Bent, Russell Parker, Robert Department of Chemical Engineering Carnegie Mellon University PittsburghPA United States Applied Math and Plasma Physics Group Los Alamos National Laboratory Los AlamosNM United States
Variable aggregation has been largely studied as an important presolve algorithm for optimization of linear and mixed-integer programs. Although some nonlinear solvers and algebraic modeling languages implement variab... 详细信息
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Supervised Large Neighbourhood Search for MIPs
arXiv
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arXiv 2025年
作者: La Rocca, Charly Robinson Cordeau, Jean-François Frejinger, Emma Department of Computer Science and Operations Research Université de Montréal 2900 boul. Édouard-Montpetit MontrealH3T 1J4 Canada Department of Logistics and Operations Management HEC Montréal 3000 ch. de la Côte-Sainte-Catherine MontrealH3T 2A7 Canada
Large Neighbourhood Search (LNS) is a powerful heuristic framework for solving mixed-integer programming (MIP) problems. However, designing effective variable selection strategies in LNS remains challenging, especiall... 详细信息
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Deterministic Global Optimization over trained Kolmogorov Arnold Networks
arXiv
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arXiv 2025年
作者: Karia, Tanuj Lastrucci, Giacomo Schweidtmann, Artur M. Department of Chemical Engineering Delft University of Tecnology Van der Maasweg 9 Delft2629 HZ Netherlands
To address the challenge of tractability for optimizing mathematical models in science and engineering, surrogate models are often employed. Recently, a new class of machine learning models named Kolmogorov Arnold Net... 详细信息
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Sharp Hybrid Zonotopes: Set Operations and the Reformulation-linearization Technique
arXiv
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arXiv 2025年
作者: Glunt, Jonah J. Robbins, Joshua A. Silvestre, Daniel Pangborn, Herschel C. Department of Mechanical Engineering The Pennsylvania State University University Park PA16802 United States School of Science and Technology NOVA University of Lisbon Lisbon1049-001 Portugal COPELABS Lusófona University Lisbon1749-024 Portugal Institute for Systems and Robotics Instituto Superior Técnico University of Lisbon Lisbon1649-004 Portugal
mixed integer set representations, and specifically hybrid zonotopes, have enabled new techniques for reachability and verification of nonlinear and hybrid systems. mixed-integer sets which have the property that thei... 详细信息
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Scenario Reduction for Distributionally Robust Optimization
arXiv
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arXiv 2025年
作者: Aigner, Kevin-Martin Denzler, Sebastian Liers, Frauke Pokutta, Sebastian Sharma, Kartikey Friedrich-Alexander-Universität Erlangen-Nürnberg Germany Zuse Institute Berlin Germany
Stochastic and (distributionally) robust optimization problems often become computationally challenging as the number of scenarios increases. Scenario reduction is therefore a key technique for improving tractability.... 详细信息
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Dual-Issue Execution of mixed integer and Floating-Point Workloads on Energy-Efficient In-Order RISC-V Cores
arXiv
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arXiv 2025年
作者: Colagrande, Luca Benini, Luca ETH Zurich Zurich Switzerland
To meet the computational requirements of modern workloads under tight energy constraints, general-purpose accelerator architectures have to integrate an ever-increasing number of extremely area- and energy-efficient ... 详细信息
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Integrated Optimization and Game Theory Framework for Fair Cost Allocation in Community Microgrids
arXiv
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arXiv 2025年
作者: Babu, K. Victor Sam Moses Chakraborty, Pratyush Pal, Mayukha ABB Ability Innovation Center Hyderabad500084 India Department of Electrical and Electronics Engineering BITS Pilani Hyderabad Campus Hyderabad500078 India
Fair cost allocation in community microgrids remains a significant challenge due to the complex interactions between multiple participants with varying load profiles, distributed energy resources, and storage systems.... 详细信息
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Sample-Based Piecewise linear Power Flow Approximations Using Second-Order Sensitivities
arXiv
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arXiv 2025年
作者: Buason, Paprapee Misra, Sidhant Molzahn, Daniel K. Los Alamos National Laboratory Los AlamosNM United States School of Electrical and Computer Engineering Georgia Institute of Technology AtlantaGA United States
The inherent nonlinearity of the power flow equations poses significant challenges in accurately modeling power systems, particularly when employing linearized approximations. Although power flow linearizations provid... 详细信息
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Sparsity-driven Aggregation of mixed integer Programs
arXiv
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arXiv 2025年
作者: Xu, Liding Mexi, Gioni Bestuzheva, Ksenia Zuse Institute Berlin Germany
Cutting planes are crucial for the performance of branch-and-cut algorithms for solving mixed-integer programming (MIP) problems, and linear row aggregation has been successfully applied to better leverage the potenti... 详细信息
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