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Real-time production scheduling in the Industry-4.0 context: Addressing uncertainties in job arrivals and machine breakdowns

Computers & operations research, 2020-11, Vol.123, p.105031, Article 105031

2020

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Scheduling in production, supply chain and Industry 4.0 systems by optimal control: fundamentals, state-of-the-art and applications

International journal of production research, 2019-01, Vol.57 (2), p.411-432

2019

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Real-time data-driven dynamic scheduling for flexible job shop with insufficient transportation resources using hybrid deep Q network

Robotics and computer-integrated manufacturing, 2022-04, Vol.74, p.102283, Article 102283

2022

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A Two-Phase Meta-Heuristic for Multiobjective Flexible Job Shop Scheduling Problem With Total Energy Consumption Threshold

IEEE transactions on cybernetics, 2019-03, Vol.49 (3), p.1097-1109

2019

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A review on swarm intelligence and evolutionary algorithms for solving flexible job shop scheduling problems

IEEE/CAA journal of automatica sinica, 2019-07, Vol.6 (4), p.904-916

2019

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Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling

IEEE transactions on evolutionary computation, 2024-02, Vol.28 (1), p.147-167

2024

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A survey of job shop scheduling problem: The types and models

Computers & operations research, 2022-06, Vol.142, p.105731, Article 105731

2022

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Multi-objective optimisation for energy-aware flexible job-shop scheduling problem with assembly operations

International journal of production research, 2021-12, Vol.59 (23), p.7216-7231

2021

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A hybrid artificial bee colony algorithm for flexible job shop scheduling with worker flexibility

International journal of production research, 2020-07, Vol.58 (14), p.4406-4420

2020

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Learning to schedule job-shop problems: representation and policy learning using graph neural network and reinforcement learning

International journal of production research, 2021-06, Vol.59 (11), p.3360-3377

2021

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Automatic design of scheduling policies for dynamic flexible job shop scheduling via surrogate-assisted cooperative co-evolution genetic programming

International journal of production research, 2020-05, Vol.58 (9), p.2561-2580

2020

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A Reinforcement Learning Approach for Flexible Job Shop Scheduling Problem With Crane Transportation and Setup Times

IEEE transaction on neural networks and learning systems, 2024-04, Vol.35 (4), p.5695-5709

2024

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Mixed Integer linear programming and constraint programming models for the online printing shop scheduling problem

Computers & operations research, 2020-11, Vol.123, p.105020, Article 105020

2020

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Genetic programming-based hyper-heuristic approach for solving dynamic job shop scheduling problem with extended technical precedence constraints

Computers & operations research, 2021-10, Vol.134, p.105401, Article 105401

2021

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Actor-Critic Deep Reinforcement Learning for Solving Job Shop Scheduling Problems

IEEE access, 2020, Vol.8, p.71752-71762

2020

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Review of job shop scheduling research and its new perspectives under Industry 4.0

Journal of intelligent manufacturing, 2019-04, Vol.30 (4), p.1809-1830

2019

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Multi-objective genetic algorithm for energy-efficient hybrid flow shop scheduling with lot streaming

Annals of operations research, 2020-07, Vol.290 (1-2), p.813-836

2020

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Dynamic job-shop scheduling in smart manufacturing using deep reinforcement learning

Computer networks (Amsterdam, Netherlands : 1999), 2021-05, Vol.190, p.107969, Article 107969

2021

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A research survey: review of flexible job shop scheduling techniques

International transactions in operational research, 2016-05, Vol.23 (3), p.551-591

2016

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A Two-Stage Cooperative Evolutionary Algorithm With Problem-Specific Knowledge for Energy-Efficient Scheduling of No-Wait Flow-Shop Problem

IEEE transactions on cybernetics, 2021-11, Vol.51 (11), p.5291-5303

2021

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Multi-objective optimization based on decomposition for flexible job shop scheduling under time-of-use electricity prices

Knowledge-based systems, 2020-09, Vol.204, p.106177, Article 106177

2020

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A comparison of priority rules for the job shop scheduling problem under different flow time- and tardiness-related objective functions

International journal of production research, 2012-08, Vol.50 (15), p.4255-4270

2012

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Evolving Scheduling Heuristics via Genetic Programming With Feature Selection in Dynamic Flexible Job-Shop Scheduling

IEEE transactions on cybernetics, 2021-04, Vol.51 (4), p.1797-1811

2021

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A genetic algorithm for energy-efficiency in job-shop scheduling

International journal of advanced manufacturing technology, 2016-07, Vol.85 (5-8), p.1303-1314

2016

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Energy-efficient flexible flow shop scheduling with worker flexibility

Expert systems with applications, 2020-03, Vol.141, p.112902, Article 112902

2020

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Real-time production scheduling in the Industry-4.0 context: Addressing uncertainties in job arrivals and machine breakdowns

Scheduling in production, supply chain and Industry 4.0 systems by optimal control: fundamentals, state-of-the-art and applications

Real-time data-driven dynamic scheduling for flexible job shop with insufficient transportation resources using hybrid deep Q network

A Two-Phase Meta-Heuristic for Multiobjective Flexible Job Shop Scheduling Problem With Total Energy Consumption Threshold

A review on swarm intelligence and evolutionary algorithms for solving flexible job shop scheduling problems

Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling

A survey of job shop scheduling problem: The types and models

Multi-objective optimisation for energy-aware flexible job-shop scheduling problem with assembly operations

A hybrid artificial bee colony algorithm for flexible job shop scheduling with worker flexibility

Learning to schedule job-shop problems: representation and policy learning using graph neural network and reinforcement learning

Automatic design of scheduling policies for dynamic flexible job shop scheduling via surrogate-assisted cooperative co-evolution genetic programming

A Reinforcement Learning Approach for Flexible Job Shop Scheduling Problem With Crane Transportation and Setup Times

Mixed Integer linear programming and constraint programming models for the online printing shop scheduling problem

Genetic programming-based hyper-heuristic approach for solving dynamic job shop scheduling problem with extended technical precedence constraints

Actor-Critic Deep Reinforcement Learning for Solving Job Shop Scheduling Problems

Review of job shop scheduling research and its new perspectives under Industry 4.0

Multi-objective genetic algorithm for energy-efficient hybrid flow shop scheduling with lot streaming

Dynamic job-shop scheduling in smart manufacturing using deep reinforcement learning

A research survey: review of flexible job shop scheduling techniques

A Two-Stage Cooperative Evolutionary Algorithm With Problem-Specific Knowledge for Energy-Efficient Scheduling of No-Wait Flow-Shop Problem

Multi-objective optimization based on decomposition for flexible job shop scheduling under time-of-use electricity prices

A comparison of priority rules for the job shop scheduling problem under different flow time- and tardiness-related objective functions

Evolving Scheduling Heuristics via Genetic Programming With Feature Selection in Dynamic Flexible Job-Shop Scheduling

A genetic algorithm for energy-efficiency in job-shop scheduling

Energy-efficient flexible flow shop scheduling with worker flexibility

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