Job Shop Scheduling

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6 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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  1. Robust Non-Clairvoyant Scheduling with Classification Models

    Oct 1, 2026Anthony Dugois, Vincent Fagnon, Giorgio LucarelliJob Shop SchedulingSchedulers

    Univ. Marie et Louis Pasteur, CNRS, institut FEMTO-ST, F-25000 Besançon, France · Université de Lorraine, LCOMS, Metz, France

  2. APEX: An Extensible Model for Agent-Assisted Production Scheduling

    Sep 27, 2026Felix J. Grumbach, Stefan GörlitzJob Shop SchedulingAgentic Optimization

    Qunevo GmbH, Germany

  3. Curriculum Learning with GNN-based Reinforcement Learning for Job Shop Scheduling

    Sep 23, 2026Jayakrishnan K. Vasudevan, Jonathan Hoss, Noah KlarmannJob Shop SchedulingCurriculum Reinforcement Learning

    Rosenheim University of Applied Sciences · Dept. of Industrial Engineering Rosenheim University of Applied Sciences Rosenheim, Germany

  4. Gaussian Flow-Matching Schedules: Implications for Sampling and Training

    Sep 22, 2026Arsène Claustre, Hugo Negrel, Claire Boyer +2Time DiscretizationVariance

    DI-ENS · CNRS, ENS Paris · DMA, CFM +6

  5. Model-Aware Schedules Improve Generation via Fiberwise Optimal Transport

    Sep 12, 2026Luyi Jia, Boyan Zhang, Yilun Liu +1Job Shop Scheduling

    Arnold-Sommerfeld-Center for Theoretical Physics, Ludwig-Maximilians-Universität München, Munich, Germany · Institute of Informatics, Ludwig-Maximilians-Universität München, Munich, Germany · Munich Center for Machine Learning, Munich, Germany

  6. Planning and Scheduling Business Processes under Control-Flow Uncertainty: Extended Version

    Sep 4, 2026Michel Kunkler, Stefanie Rinderle-MaJob Shop SchedulingSchedule

    Technical University of Munich, Germany TUM School of Computation, Information, and Technology

  7. From Metaheuristics to Exact Methods: A CP-SAT Approach for Multi-Objective Healthcare Workforce Scheduling

    Aug 31, 2026Vipul Patel, Anirudh Deodhar, Dagnachew BirruJob Shop SchedulingSchedule

    1Phi Labs, Quantiphi

  8. Transformer-Based Flow Shop Scheduling Using MILP-Generated Training Data

    Aug 30, 2026Roderich WallrathJob Shop SchedulingOperations Research

    University of Twente, Faculty of Science and Technology, Sustainable Process Technology, Process Design and Optimization, Drienerlolaan 5, 7522 NB Enschede, The Netherlands

  9. PLAN: Parallel Liquid-Inspired Approximation Network for Efficient Representation Learning in Flexible Job Shop Scheduling

    Aug 4, 2026Dhivya Dharshini Kannan, Wei Zhang, Jieyi Bi +5Job Shop SchedulingNeural Approximations

    Singapore Institute of Technology (SIT) · Nanyang Technological University (NTU) · Shanghai Jiao Tong University +1

  10. SCHEDBench: A Benchmark for Evaluating LLM Constraint Faithfulness in Natural-Language Combinatorial Scheduling

    Aug 2, 2026Shrenil Shaun Sharma, Avi SharmaJob Shop SchedulingLarge Language Model Reliability

    Department of Electrical Engineering and Computer Sciences University of California, Berkeley

  11. Action Chunk Scheduling for Batched Robot Policy Serving

    Jul 31, 2026Rohan Bansal, David He, Nadun Ranawaka Arachchige +4Action ChunksRobot Policies

    Georgia Institute of Technology

  12. Guiding Large Language Models with Genetic Programming-Evolved Heuristic Knowledge for Dynamic Multi-Mode Project Scheduling

    Jul 30, 2026Yuan Tian, Yi Mei, Mengjie ZhangJob Shop SchedulingHeuristics

    Centre for Data Science and Artificial Intelligence & School of Engineering and Computer Science, Victoria University of Wellington, PO Box 600, Wellington 6140, New Zealand

  13. Time-Lag-Aware Deep Reinforcement Learning for Flexible Job-Shop Scheduling in PPVC Module Factories

    Jul 13, 2026Ziheng Zhang, Wei ZhangJob Shop SchedulingVolume

    Singapore Institute of Technology, Singapore

  14. CP-WSP: A Declarative CP-SAT Framework for Configurable Multi-Constraint Workforce Scheduling

    Jul 6, 2026Vipul Patel, Anirudh Deodhar, Dagnachew BirruJob Shop SchedulingCombinatorial Optimization

    Phi Labs, Quantiphi

  15. Robust Metaheuristics under Uncertainty for Berth Allocation and Quay Crane Assignment: A Review

    Jul 6, 2026Peilan Xu, Yang Li, Wenjian LuoJob Shop SchedulingMetaheuristics

    School of Artificial Intelligence, Nanjing University of Information Science and Technology, Nanjing 210044, China · Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies, Institute of Cyberspace Security, School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen 518055, Guangdong, China

  16. A Sliding-Window-Based Reinforcement Learning for Dynamic Assembly Flow Shop Scheduling with Multi-Product Delivery

    Jul 3, 2026Junhao Qiu, Jianjun Liu, Ting Liu +3Job Shop SchedulingSchedule

    School of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, China · Department of Computer Science, City University of Hong Kong, Hong Kong

  17. SkillChain-Gym: A Benchmark for Reskilling-Aware Production-Inventory Control under Disruptions

    Jun 15, 2026Carlos Eduardo SanojaInventory ControlJob Shop Scheduling

    Professor, FCEA, Universidad Monte´avila Edificio Lomas del Sol, Calle Humboldt, Lomas del Sol, Caracas, Venezuela · Quanta Labs, LLC

  18. Large Language Model-Driven Cooperative Operator Ensemble Evolution for Permutation Flow Shop Scheduling

    Jun 13, 2026Rui Xu, Yufan Liao, Haoze Lv +3Job Shop SchedulingMetaheuristics

    School of Business, Hohai University, Nanjing 211100, China · Guangdong Provincial Key Laboratory of Brain-inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen 518055, China · School of Engineering and Computer Science, Victoria University of Wellington, Wellington 6140, New Zealand

  19. Learning-Augmented Approximation for Unrelated-Machines Makespan Scheduling

    Jun 11, 2026Kaito Baba, Evripidis Bampis, Giorgos MitropoulosApproximation AlgorithmsJob Shop Scheduling

    The University of Tokyo, Tokyo, Japan · Sorbonne Université, CNRS, LIP6, F-75005 Paris, France

  20. Sim2Schedule: A Simulator-Guided LLM Framework for Autonomous Open-Pit Mine Scheduling

    Jun 9, 2026Mustavi Ibne Masum, Thiago Eustaquio Alves de Oliveira, Mahzabeen EmuJob Shop SchedulingSchedule

    Department of Computer Science, Lakehead University, Canada · Quantum Communications and Computing Research Center and Department of Electrical and Computer Engineering, Memorial University of Newfoundland, St. John’s, Newfoundland, Canada

  21. Harmonizing Real-Time Constraints and Long-Horizon Reasoning: An Asynchronous Agentic Framework for Dynamic Scheduling

    May 28, 2026Shijie Cao, Yuan Yuan, Jing LiuJob Shop SchedulingAgentic Framework

    School of Computer Science and Engineering, Beihang University, Beijing 100191, China · Shenzhen Loop Area Institute, Shenzhen, China · Qingdao Research Institute, Beihang University +3

  22. DynaSchedBench: Calibrated Dynamic Scheduling Benchmarks and Observability Paradox in LLM-based Scheduling Agents

    May 26, 2026Shijie Cao, Yuan Yuan, Jing LiuJob Shop SchedulingSchedule

    School of Computer Science and Engineering, Beihang University, Beijing 100191, China · Shenzhen Loop Area Institute, Shenzhen, China · Qingdao Research Institute, Beihang University +3

  23. Solving the Aircraft Disassembly Scheduling Problem

    May 22, 2026Charles Thomas, Pierre SchausJob Shop SchedulingDisassembly

    Institute of Information and Communication Technologies, Electronics and Applied Mathematics (ICTEAM), UCLouvain, Place Sainte Barbe 2/L5.02.01, Louvain-la-Neuve, 1348, Belgium.

  24. CP or DP? Why Not Both: A Case Study in the Partial Shop Scheduling Problem

    May 22, 2026Emma Legrand, Roger Kameugne, Pierre SchausJob Shop SchedulingCombinatorial Optimization

    ICTEAM, UCLouvain, Belgium

  25. Deep Reinforcement Learning for Flexible Job Shop Scheduling with Random Job Arrivals

    May 21, 2026Yu Tang, Muhammad Zakwan, Efe Balta +2Job Shop SchedulingQueue Control

    Centre for Artificial Intelligence, Zurich University of Applied Sciences, Switzerland · Inspire AG, Zurich, Switzerland · Automatic Control Laboratory, ETH Zurich, Switzerland

  26. GOAL: Graph-based Objective-Aligned Diffusion Solvers for Dynamic Multi-Objective Optimization

    May 18, 2026Xingyu LiCombinatorial OptimizationJob Shop Scheduling

    School of Engineering Technology Purdue University West Lafayette, IN 47907

  27. Scheduling That Speaks: An Interpretable Programmatic Reinforcement Learning Framework

    May 18, 2026Chengpeng Hu, Yingqian Zhang, Hendrik BaierJob Shop SchedulingOffline Reinforcement Learning

    Eindhoven University of Technology, Eindhoven, the Netherlands · Centrum Wiskunde & Informatica, Amsterdam, the Netherlands

  28. Petri Net Induced Heuristic Search for Resource Constrained Scheduling

    May 15, 2026Ido Lublin, Dor Atzmon, Izack CohenJob Shop SchedulingHeuristics

    Faculty of Engineering, Bar-Ilan University, Ramat Gan, Israel

  29. PyCSP3-Scheduling: A Scheduling Extension for PyCSP3

    May 14, 2026Sohaib AfifiJob Shop SchedulingSchedule

    Univ. Artois, UR 3926, Laboratoire de Génie Informatique et d’Automatique de l’Artois (LGI2A), F-62400 Béthune, France

  30. Low-Cost Labels, Reliable Choices: Rollout-Calibrated Hyper-Heuristics for Job Shop Scheduling

    May 11, 2026Junhao Wei, Yanxiao Li, Yifu Zhao +8Job Shop SchedulingHeuristics

    Faculty of Applied Sciences, Macao Polytechnic University, Macao, 999078, China · College of Animal Science and Technology, Zhongkai University of Agriculture and Engineering, Guangzhou, 510225, China · 4Macao Polytechnic University, Macao, 999078, China

  31. SOAR: Real-Time Joint Optimization of Order Allocation and Robot Scheduling in Robotic Mobile Fulfillment Systems

    May 5, 2026Yibang Tang, Yifan Yang, Jingyuan Wang +2Job Shop SchedulingWarehouse Automation

    School of Computer Science and Engineering, Beihang University, Beijing, China · Geekplus Technology Co., Ltd., Beijing, China

  32. An Analysis of the Coordination Gap between Joint and Modular Learning for Job Shop Scheduling with Transportation Resources

    Apr 27, 2026Moritz Link, Jonathan Hoss, Noah KlarmannJob Shop SchedulingCoordination

    Faculty of Management and Engineering, University of Applied Sciences, 83024 Rosenheim, Germany

  33. Scalable Production Scheduling: Linear Complexity via Unified Homogeneous Graphs

    Apr 26, 2026Jonathan Hoss, Moritz Link, Noah KlarmannJob Shop SchedulingSchedulers

    Faculty of Management and Engineering, Rosenheim Technical University of Applied Sciences, Germany

  34. JigsawRL: Assembling RL Pipelines for Efficient LLM Post-Training

    Apr 26, 2026Zhengding Hu, Hehua Ouyang, Chang Chen +6Icr-RlMulti-Turn Reinforcement Learning

    University of California, San Diego

  35. 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 +2Job Shop SchedulingLogistics

    Faculty of Electrical Engineering, Czech Technical University in Prague, Karlovo Náměstí 13, 120 00, Prague 2, CZ · Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University in Prague, Jugoslávských partyzánů 1580/3, 160 00, Prague 6, CZ · Department of Chemical Engineering, University of Chemistry and Technology, Technická 3, 166 28, Prague, CZ

  36. When does learning pay off? A study on DRL-based dynamic algorithm configuration for carbon-aware scheduling

    Apr 2, 2026Andrea Mencaroni, Robbert Reijnen, Yingqian Zhang +1Job Shop SchedulingGenerative Control Policies

    Department of Industrial Systems Engineering and Product Design, Ghent University, Ghent, Belgium · Industrial Systems Engineering (ISyE), Flanders Make, Kortrijk, Belgium · Eindhoven Artificial Intelligence Systems Institute, Eindhoven University of Technology, The Netherlands +1

  37. Variational Approach for Job Shop Scheduling

    Jan 30, 2026Seung Heon Oh, Jiwon Baek, Hyunjin Oh +3Job Shop SchedulingVariational Inference

    Republic of Korea Navy · Department of Naval Architecture and Ocean Engineering Seoul National University · Research Institute of Marine Systems Engineering Seoul National University

  38. 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 +1Job Shop SchedulingMixed-Integer Programming

    Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University in Prague, Jugosl´avsk´ych partyz´an˚u 1580/3, 160 00, Prague 6, Czech Republic

  39. Sequence Variables: A Constraint Programming Computational Domain for Routing and Sequencing

    Oct 10, 2025Augustin Delecluse, Pierre Schaus, Pascal Van HentenryckVehicle Routing ProblemJob Shop Scheduling

    KU Leuven · UCLouvain · GATECH

  40. Implementing Cumulative Functions with Generalized Cumulative Constraints

    Aug 3, 2025Pierre Schaus, Charles Thomas, Roger KameugneJob Shop SchedulingConstraint Satisfaction

    UCLouvain, ICTEAM, Louvain-la-Neuve, Belgium · University of Maroua, Maroua, Cameroon

  41. A binarized-domains arc-consistency algorithm for TCSPs: its computational analysis and its use as a filtering procedure in solution search algorithms

    Feb 22, 2020Amar IsliConstraint SatisfactionJob Shop Scheduling

    University of Sciences and Technology Houari Boumedi`ene · Faculty of Computer Science · Department of Artificial Intelligence and Data Science +2