| Introducing PetriRL: An Innovative Framework for JSSP Resolution Integrating Petri nets and Event-based Reinforcement Learning | Jan 23, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Solving the flexible job-shop scheduling problem through an enhanced deep reinforcement learning approach | Oct 24, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Residual Scheduling: A New Reinforcement Learning Approach to Solving Job Shop Scheduling Problem | Sep 27, 2023 | Deep Reinforcement LearningJob Shop Scheduling | —Unverified | 0 |
| Hybrid ASP-based multi-objective scheduling of semiconductor manufacturing processes (Extended version) | Jul 27, 2023 | Job Shop SchedulingScheduling | —Unverified | 0 |
| Policy-Based Self-Competition for Planning Problems | Jun 7, 2023 | Combinatorial OptimizationJob Shop Scheduling | CodeCode Available | 0 |
| Curriculum Learning in Job Shop Scheduling using Reinforcement Learning | May 17, 2023 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Addressing distributional shifts in operations management: The case of order fulfillment in customized production | Apr 24, 2023 | Decision MakingJob Shop Scheduling | CodeCode Available | 0 |
| Two-Stage Learning For the Flexible Job Shop Scheduling Problem | Jan 23, 2023 | Combinatorial OptimizationJob Shop Scheduling | —Unverified | 0 |
| A Memetic Algorithm with Reinforcement Learning for Sociotechnical Production Scheduling | Dec 21, 2022 | Deep Reinforcement LearningJob Shop Scheduling | —Unverified | 0 |
| Monte-Carlo Tree-Search for Leveraging Performance of Blackbox Job-Shop Scheduling Heuristics | Dec 14, 2022 | Job Shop SchedulingScheduling | —Unverified | 0 |
| Enhancing Constraint Programming via Supervised Learning for Job Shop Scheduling | Nov 26, 2022 | Job Shop SchedulingScheduling | —Unverified | 0 |
| Reinforcement Learning Approach for Multi-Agent Flexible Scheduling Problems | Oct 7, 2022 | Combinatorial OptimizationDecision Making | —Unverified | 0 |
| Learning the Quality of Machine Permutations in Job Shop Scheduling | Jul 7, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| A heuristic method for data allocation and task scheduling on heterogeneous multiprocessor systems under memory constraints | May 9, 2022 | Job Shop SchedulingScheduling | —Unverified | 0 |
| Vehicle management in a modular production context using Deep Q-Learning | May 6, 2022 | Deep Reinforcement LearningJob Shop Scheduling | —Unverified | 0 |
| Fast Approximations for Job Shop Scheduling: A Lagrangian Dual Deep Learning Method | Oct 12, 2021 | Combinatorial OptimizationJob Shop Scheduling | —Unverified | 0 |
| A Priority-Aware Replanning and Resequencing Framework for Coordination of Connected and Automated Vehicles | Sep 12, 2021 | Decision MakingJob Shop Scheduling | —Unverified | 0 |
| Solving the Extended Job Shop Scheduling Problem with AGVs -- Classical and Quantum Approaches | Sep 10, 2021 | Job Shop SchedulingScheduling | —Unverified | 0 |
| Effective and interpretable dispatching rules for dynamic job shops via guided empirical learning | Sep 7, 2021 | Job Shop SchedulingScheduling | —Unverified | 0 |
| A new neighborhood structure for job shop scheduling problems | Sep 7, 2021 | Combinatorial OptimizationJob Shop Scheduling | —Unverified | 0 |
| Large-Scale Benchmarks for the Job Shop Scheduling Problem | Jan 25, 2021 | Job Shop SchedulingScheduling | —Unverified | 0 |
| Solving a Multi-resource Partial-ordering Flexible Variant of the Job-shop Scheduling Problem with Hybrid ASP | Jan 25, 2021 | Job Shop SchedulingScheduling | —Unverified | 0 |
| A global-local neighborhood search algorithm and tabu search for flexible job shop scheduling problem | Oct 23, 2020 | Job Shop SchedulingScheduling | —Unverified | 0 |
| Graph neural networks-based Scheduler for Production planning problems using Reinforcement Learning | Sep 8, 2020 | Distributed OptimizationGraph Neural Network | —Unverified | 0 |
| Modular Constraint Solver Cooperation via Abstract Interpretation | Aug 4, 2020 | Job Shop SchedulingScheduling | —Unverified | 0 |
| Metaheuristics for the Online Printing Shop Scheduling Problem | Jun 22, 2020 | Job Shop SchedulingScheduling | CodeCode Available | 0 |
| The cyclic job-shop scheduling problem: The new subclass of the job-shop problem and applying the Simulated annealing to solve it | Jun 19, 2020 | Job Shop SchedulingScheduling | —Unverified | 0 |
| Particle Swarm Optimization with Velocity Restriction and Evolutionary Parameters Selection for Scheduling Problem | Jun 19, 2020 | Job Shop SchedulingScheduling | —Unverified | 0 |
| A Tailored NSGA-III Instantiation for Flexible Job Shop Scheduling | Apr 14, 2020 | DiversityJob Shop Scheduling | —Unverified | 0 |
| Actor-Critic Deep Reinforcement Learning for Solving Job Shop Scheduling Problems | Apr 14, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Frequency Fitness Assignment: Making Optimization Algorithms Invariant under Bijective Transformations of the Objective Function Value | Jan 6, 2020 | Job Shop SchedulingScheduling | —Unverified | 0 |
| Quantum Computing based Hybrid Solution Strategies for Large-scale Discrete-Continuous Optimization Problems | Oct 29, 2019 | Computational EfficiencyJob Shop Scheduling | —Unverified | 0 |
| Recurrent neural network approach for cyclic job shop scheduling problem | Oct 21, 2019 | Efficient Neural NetworkJob Shop Scheduling | —Unverified | 0 |
| Google vs IBM: A Constraint Solving Challenge on the Job-Shop Scheduling Problem | Sep 18, 2019 | Job Shop SchedulingScheduling | CodeCode Available | 0 |
| Algorithms Inspired by Nature: A Survey | Dec 13, 2018 | Combinatorial OptimizationJob Shop Scheduling | —Unverified | 0 |
| Boosting Binary Optimization via Binary Classification: A Case Study of Job Shop Scheduling | Aug 31, 2018 | Binary ClassificationEvolutionary Algorithms | CodeCode Available | 0 |
| Human-Machine Collaborative Optimization via Apprenticeship Scheduling | May 11, 2018 | Decision MakingJob Shop Scheduling | —Unverified | 0 |
| Evaluation of bioinspired algorithms for the solution of the job scheduling problem | Nov 21, 2017 | Combinatorial OptimizationJob Shop Scheduling | —Unverified | 0 |
| A self-tuning Firefly algorithm to tune the parameters of Ant Colony System (ACSFA) | Oct 26, 2016 | Job Shop SchedulingScheduling | —Unverified | 0 |
| Generation of Near-Optimal Solutions Using ILP-Guided Sampling | Aug 3, 2016 | Heuristic SearchInductive logic programming | —Unverified | 0 |
| An ant colony optimization algorithm for job shop scheduling problem | Sep 19, 2013 | Combinatorial OptimizationJob Shop Scheduling | CodeCode Available | 0 |
| A Hybrid Bacterial Foraging Algorithm For Solving Job Shop Scheduling Problems | Nov 21, 2012 | Job Shop SchedulingScheduling | CodeCode Available | 0 |