Mixed-Integer Programming

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Period ending 2026-09-21

6 new papers

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Period ending 2026-09-14

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Period ending 2026-09-07

4 new papers

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  1. Online combinatorial optimization with stochastic decision sets and adversarial losses

    Apr 28, 2026Gergely Neu, Michal ValkoBanditsCombinatorial Optimization

  2. Asymmetric-Information Resource Allocation Games: An LP Approach to Purposeful Deception

    Apr 27, 2026Longxu Pan, Yue Guan, Daigo Shishika +1Game TheoryDeception

  3. A2DEPT: Large Language Model-Driven Automated Algorithm Design via Evolutionary Program Trees

    Apr 27, 2026Bin Chen, Shouliang Zhu, Beidan Liu +4Evolutionary SearchMock-Interface Synthesis

  4. Crystal structure prediction using graph neural combinatorial optimization

    Apr 27, 2026Stavros Gerolymatos, J. Kyle Brubaker, Martin J. A. Schuetz +1Combinatorial Optimization

  5. ML-Guided Primal Heuristics for Mixed Binary Quadratic Programs

    Apr 24, 2026Weimin Huang, Natalie M. Isenberg, Ján Drgoňa +2Mixed-Integer ProgrammingCombinatorial Optimization

  6. Relaxation-Informed Training of Neural Network Surrogate Models

    Apr 24, 2026Calvin TsayTime-Step-Wise Learnable Surrogate Gradient FunctionRectified Linear Unit Networks

  7. Fast and Effective Redistricting Optimization via Composite-Move Tabu Search

    Apr 24, 2026Hai Jin, Diansheng GuoCombinatorial Optimization

  8. Energy-Efficient Multi-Robot Coverage Path Planning of Non-Convex Regions of Interests

    Apr 24, 2026Sourav Raxit, Jose Fuentes, Paulo Padrao +4Multi-Robot Motion PlanningPlanning Methods

  9. A Multi-Stage Warm-Start Deep Learning Framework for Unit Commitment

    Apr 23, 2026Muhy Eddin Za'ter, Anna Van Boven, Bri-Mathias Hodge +1Mixed-Integer ProgrammingDeep Learning Framework

  10. A general optimization solver based on OP-to-MaxSAT reduction

    Apr 23, 2026Yuxin Zhao, Han Huang, Zhifeng HaoCombinatorial OptimizationSatisfiability

  11. Integrated packing, placement, scheduling, and routing of personalized production: a pharmaceutical Industry 4.0 use-case with a planar transport system

    Apr 22, 2026Viktor Emil Korladinov, Antonin Novak, Zdeněk Hanzálek +2Industrial AutomationLast Mile

  12. Is Four Enough? Automated Reasoning Approaches and Dual Bounds for Condorcet Dimensions of Elections

    Apr 21, 2026Itai Zilberstein, Ratip Emin Berker, George Li +1Upper BoundsMaximum Independent Set

  13. An Efficient Spatial Branch-and-Bound Algorithm for Global Optimization of Gaussian Process Posterior Mean Functions

    Apr 21, 2026Wei-Ting Tang, Akshay Kudva, Calvin Tsay +1Gaussian ProcessBayesian Optimization

  14. Similarity-based Portfolio Construction for Black-box Optimization

    Apr 20, 2026Catalin-Viorel Dinu, Diederick Vermetten, Carola DoerrBlack-Box OptimizationPortfolio Optimization

  15. On Scalability of Multi-Objective Evolutionary Algorithms on Combinatorial Optimisation Problems

    Apr 20, 2026Menghao Tang, Zimin Liang, Miqing LiEvolutionary SearchCombinatorial Optimization

  16. Frenetic Cat-inspired Particle Optimization: a Markov state-switching hybrid swarm optimizer with application to cardiac digital twinning

    Apr 17, 2026Jorge Sánchez, Guadalupe García-Isla, Sandra Perez-Herrero +2Particle Swarm OptimizationEtsi-Compliant Class Activation Map

  17. Enhancing Discrete Particle Swarm Optimization for Hypergraph-Modeled Influence Maximization

    Apr 17, 2026Qianshi Wang, Xilong Qu, Wenbin Pei +2HypergraphsEfficient Influence Function

  18. Transfer Learning from Foundational Optimization Embeddings to Unsupervised SAT Representations

    Apr 16, 2026Koyena Pal, Serdar KadiogluSatisfiabilityMixed-Integer Programming

  19. An Intelligent Robotic and Bio-Digestor Framework for Smart Waste Management

    Apr 16, 2026Radhika Khatri, Adit Tewari, Nikhil Sharma +1WasteParticle Swarm Optimization

  20. Learning an Interpretable Risk Scoring System for Maximizing Decision Net Benefit

    Apr 5, 2026Wenhao Chi, Ş. İlker BirbilScoringCredit Risk Prediction

  21. Language Models as Higher-Order Planning Formalizers

    Mar 25, 2026Owen Jiang, Cassie Huang, Ashish Sabharwal +1Large Language Model PlanningLarge Language Model Reasoning

  22. Learning Structural Hardness for Combinatorial Auctions: Instance-Dependent Algorithm Selection via Graph Neural Networks

    Feb 16, 2026Sungwoo KangCombinatorial OptimizationGraph Neural Networks

  23. Variable Search Stepsize for Randomized Local Search in Multi-Objective Combinatorial Optimization

    Feb 5, 2026Xuepeng Ren, Maocai Wang, Guangming Dai +4Parallel Continuous Local SearchCombinatorial Optimization

  24. Kino-PAX+^+: Near-Optimal Massively Parallel Kinodynamic Sampling-based Motion Planner

    Feb 2, 2026Nicolas Perrault, Qi Heng Ho, Morteza LahijanianMotion PlannersClassical Solvers

  25. Graph Neural Networks are Heuristics

    Jan 19, 2026Yimeng Min, Carla P. GomesGraph Neural NetworksCombinatorial Optimization

  26. Enabling Population-Based Architectures for Neural Combinatorial Optimization

    Jan 13, 2026Andoni Irazusta Garmendia, Josu Ceberio, Alexander MendiburuMetaheuristicsNeural Network Optimization

  27. Resource-constrained Project Scheduling with Time-of-Use Energy Tariffs and Machine States: A Logic-based Benders Decomposition Approach

    Jan 10, 2026Corentin Juvigny, Antonín Novák, Jan Mandík +1Mixed-Integer ProgrammingOptimal Scheduling

  28. A General Neural Backbone for Mixed-Integer Linear Optimization via Dual Attention

    Jan 8, 2026Peixin Huang, Yaoxin Wu, Yining Ma +3Mixed-Integer ProgrammingCombinatorial Optimization

  29. Large-scale benchmarking of multi-objective soft-computing metaheuristics for redundancy allocation in repairable k-out-of-n systems

    Dec 20, 2025Mateusz Oszczypała, David Ibehej, Jakub KudelaMetaheuristicsRedundancy

  30. LieSolver: PDE-Constrained Learning for IBVPs via Lie Symmetries

    Oct 29, 2025René P. Klausen, Ivan Timofeev, Jonas Naujoks +4Boundary Value ProblemsPartial Differential Equations

  31. Machine Learning Guided Optimal Transmission Switching to Mitigate Wildfire Ignition Risk

    Oct 29, 2025Weimin Huang, Ryan Piansky, Bistra Dilkina +1Wildfire SpreadMixed-Integer Programming

  32. Column Generation with Domain-Independent Dynamic Programming

    Oct 16, 2025Ryo Kuroiwa, Edward LamMixed-Integer ProgrammingPrices

  33. Graph Optimization Foundation Model: Tokenizing Graph via A Language-Model Paradigm

    Sep 29, 2025Yunhao Liang, Pujun Zhang, Yuan Qu +3Graph Foundation ModelCombinatorial Optimization

  34. Explainable Information Processing in Particle Swarm Optimization through Landscape and Search Behavior Analysis

    Sep 8, 2025Nitin Gupta, Bapi Dutta, Anupam YadavParticle Swarm OptimizationOptimization Landscape

  35. Recurrent State Encoders for Efficient Neural Combinatorial Optimization

    Sep 5, 2025Tim Dernedde, Daniela Thyssens, Lars Schmidt-ThiemeCombinatorial OptimizationNeural Solvers

  36. Efficient Learning of Balanced Signed Graphs via Sparse Linear Programming

    Jun 2, 2025Haruki Yokota, Hiroshi Higashi, Yuichi Tanaka +1Graph LaplaciansGraph Representation Learning

  37. Learning Constraints-Based Adaptive Hypergraph Neural Networks for Solving Vehicle Routing Problems

    Mar 13, 2025Zhenwei Wang, Tiehua Zhang, Jing Liu +3Vehicle Routing ProblemCombinatorial Optimization

  38. GraphChase: A Platform and Benchmark for Urban Network Security Games

    Jan 29, 2025Shuxin Zhuang, Shuxin Li, Tianji Yang +4Graph RepresentationsClassical Solvers

  39. Infrequent Resolving Algorithm for Online Linear Programming

    Aug 1, 2024Guokai Li, Zizhuo Wang, Jingwei ZhangLearning-Augmented AlgorithmsO(T^Β)$ Simultaneous Regret

  40. OptiMUS-0.3: Using Large Language Models to Model and Solve Optimization Problems at Scale

    Jul 29, 2024Ali AhmadiTeshnizi, Wenzhi Gao, Herman Brunborg +3Mixed-Integer ProgrammingLlm-Based Optimization Modeling

  41. MEGO: Learning Mixture-of-Experts for General-Purpose Binary Optimization

    May 29, 2024Shengcai Liu, Zhiyuan Wang, Yew-Soon Ong +2Black-Box OptimizationCombinatorial Optimization

  42. Leader Reward for POMO-Based Neural Combinatorial Optimization

    May 22, 2024Chaoyang Wang, Pengzhi Cheng, Jingze Li +1Combinatorial OptimizationShared Rewards

  43. Fisher-Rao Gradient Flows of Linear Programs and State-Action Natural Policy Gradients

    Mar 28, 2024Johannes Müller, Semih Çaycı, Guido MontúfarWasserstein Gradient FlowsGradient Flow

  44. Active contours driven by local and global intensity fitting energy with application to SAR image segmentation and its fast solvers

    Dec 19, 2023Guangming LiuRobust SegmentationSynthetic Aperture Radar

  45. Optimal Solutions for the Moving Target Vehicle Routing Problem with Obstacles via Lazy Branch-and-Price

    Date pendingAnoop Bhat, Geordan Gutow, David Neiman +4Vehicle Routing ProblemShortest Paths

  46. Chameleon: An Adaptive AI-Driven Honeypot Architecture Using Threat-Calibrated Particle Swarm Optimization and Semantic Deception Rapidly-Exploring Random Trees

    Date pendingRohit Swami, Tushar Singh, Akash Warde +1HoneypotsThreat Models