A deep reinforcement learning assisted simulated annealing algorithm for a maintenance planning problem
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Publication:6589065
DOI10.1007/s10479-022-04612-8MaRDI QIDQ6589065
Fuat Kosanoglu, Mahir Atmis, Hasan Hüseyin Turan
Publication date: 19 August 2024
Published in: Annals of Operations Research (Search for Journal in Brave)
simulated annealinginventory managementmaintenance planningdeep reinforcement learningdouble deep Q-networkworkforce planning and training
Artificial neural networks and deep learning (68T07) Reliability, availability, maintenance, inspection in operations research (90B25) Inventory, storage, reservoirs (90B05)
Cites Work
- Optimization by Simulated Annealing
- Joint planning of service engineers and spare parts
- An improved annealing scheme for the QAP
- Learning heuristics for the TSP by policy gradient
- A novel integrated condition-based maintenance and stochastic flexible job shop scheduling problem: simulation-based optimization approach
- On Markovian multi-class, multi-server queueing
- \({\mathcal Q}\)-learning
- Machine learning for combinatorial optimization: a methodological tour d'horizon
- Reinforcement learning for variable selection in a branch and bound algorithm
- Joint maintenance and just-in-time spare parts provisioning policy for a multi-unit production system
- A sorting based efficient heuristic for pooled repair shop designs
- Deep learning assisted heuristic tree search for the container pre-marshalling problem
- A network approach modeling of multi-echelon spare-part inventory system with backorders and quantity discount
- A reinforcement learning approach to the orienteering problem with time windows
- Reinforcement learning for combinatorial optimization: a survey
- Search and Optimization by Metaheuristics
- A survey of simulated annealing as a tool for single and multiobjective optimization
- A Model for a Multi-Item, Multi-Echelon, Multi-Indenture Inventory System
- Principles on the Benefits of Manufacturing Process Flexibility
- Analysis and Algorithms for Service Parts Supply Chains
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