Reinforcement learning combined with radial basis function neural network to solve Job-Shop scheduling problem

2011 IEEE International Summer Conference of Asia Pacific Business Innovation and Technology Management ◽

10.1109/apbitm.2011.5996285 ◽

2011 ◽

Author(s):

Ronald Suryaputra Williem ◽

Kuswara Setiawan

Keyword(s):

Neural Network ◽

Reinforcement Learning ◽

Radial Basis Function ◽

Basis Function ◽

Job Shop ◽

Job Shop Scheduling ◽

Scheduling Problem ◽

Job Shop Scheduling Problem ◽

Shop Scheduling ◽

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An improved deep reinforcement learning approach for the dynamic job shop scheduling problem with random job arrivals

Journal of Physics Conference Series ◽

10.1088/1742-6596/1848/1/012029 ◽

2021 ◽

Vol 1848 (1) ◽

pp. 012029

Author(s):

Bin Luo ◽

Sibao Wang ◽

Bo Yang ◽

Lili Yi

Keyword(s):

Reinforcement Learning ◽

Job Shop ◽

Job Shop Scheduling ◽

Learning Approach ◽

Scheduling Problem ◽

Job Shop Scheduling Problem ◽

Shop Scheduling ◽

Dynamic Job Shop

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An adaptive feedback neural network approach to job-shop scheduling problem

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) ◽

10.1109/ijcnn.2008.4634365 ◽

2008 ◽

Author(s):

Wenle Zhang ◽

Rutao Luo

Keyword(s):

Neural Network ◽

Job Shop ◽

Job Shop Scheduling ◽

Scheduling Problem ◽

Job Shop Scheduling Problem ◽

Network Approach ◽

Neural Network Approach ◽

Adaptive Feedback ◽

Shop Scheduling ◽

Feedback Neural Network

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A Neural Network for Solving Job Shop Scheduling Problem

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)42315-9 ◽

1997 ◽

Vol 30 (19) ◽

pp. 295-299

Author(s):

A. Abada ◽

Z. Binder ◽

P. Ladet

Keyword(s):

Neural Network ◽

Job Shop ◽

Job Shop Scheduling ◽

Scheduling Problem ◽

Job Shop Scheduling Problem ◽

Shop Scheduling

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A Neural Network Algorithm for Solving the Job-Shop Scheduling Problem with Priority

Computer Applications in Production Engineering - IFIP Advances in Information and Communication Technology ◽

10.1007/978-0-387-34879-7_65 ◽

1995 ◽

pp. 635-641

Author(s):

Jianfei Chen ◽

Shaowei Xia

Keyword(s):

Neural Network ◽

Job Shop ◽

Job Shop Scheduling ◽

Scheduling Problem ◽

Job Shop Scheduling Problem ◽

Shop Scheduling ◽

Network Algorithm ◽

Neural Network Algorithm

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A self-learning genetic algorithm based on reinforcement learning for flexible job-shop scheduling problem

Computers & Industrial Engineering ◽

10.1016/j.cie.2020.106778 ◽

2020 ◽

Vol 149 ◽

pp. 106778 ◽

Author(s):

Ronghua Chen ◽

Bo Yang ◽

Shi Li ◽

Shilong Wang

Keyword(s):

Genetic Algorithm ◽

Reinforcement Learning ◽

Job Shop ◽

Job Shop Scheduling ◽

Flexible Job Shop ◽

Scheduling Problem ◽

Flexible Job Shop Scheduling ◽

Job Shop Scheduling Problem ◽

Shop Scheduling ◽

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Solving job-shop scheduling problem with priority using neural network

[Proceedings] 1991 IEEE International Joint Conference on Neural Networks ◽

10.1109/ijcnn.1991.170586 ◽

1991 ◽

Author(s):

Chang-Shui Zhang ◽

Ping-Fan Yan ◽

Tong Chang

Keyword(s):

Neural Network ◽

Job Shop ◽

Job Shop Scheduling ◽

Scheduling Problem ◽

Job Shop Scheduling Problem ◽

Shop Scheduling

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A Hybrid Approach Based on Artificial Neural Network and Genetic Algorithm for Job-shop Scheduling Problem

2005 International Conference on Neural Networks and Brain ◽

10.1109/icnnb.2005.1614954 ◽

2006 ◽

Author(s):

Fuqing Zhao ◽

Yi Hong ◽

Dongmei Yu ◽

Yahong Yang

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Artificial Neural Network ◽

Job Shop ◽

Job Shop Scheduling ◽

Hybrid Approach ◽

Scheduling Problem ◽

Job Shop Scheduling Problem ◽

Shop Scheduling ◽

Artificial Neural

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Neural network and genetic algorithm-based hybrid approach to dynamic job shop scheduling problem

2009 IEEE International Conference on Systems, Man and Cybernetics ◽

10.1109/icsmc.2009.5346060 ◽

2009 ◽

Author(s):

Ye Li ◽

Yan Chen

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Job Shop ◽

Job Shop Scheduling ◽

Hybrid Approach ◽

Scheduling Problem ◽

Job Shop Scheduling Problem ◽

Shop Scheduling ◽

Dynamic Job Shop

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Job Shop Scheduling Problem Neural Network Solver with Dispatching Rules

2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) ◽

10.1109/ieem45057.2020.9309776 ◽

2020 ◽

Author(s):

M. H. Sim ◽

M. Y. H. Low ◽

C. S. Chong ◽

M. Shakeri

Keyword(s):

Neural Network ◽

Job Shop ◽

Job Shop Scheduling ◽

Dispatching Rules ◽

Scheduling Problem ◽

Job Shop Scheduling Problem ◽

Shop Scheduling

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A neural network meta-model for identification of optimal combination of priority dispatching rules and makespan in a deterministic job shop scheduling problem

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-012-4589-y ◽

2012 ◽

Vol 67 (5-8) ◽

pp. 1549-1561 ◽

Author(s):

A. Azadeh ◽

B. Maleki Shoja ◽

M. Moghaddam ◽

S. M. Asadzadeh ◽

A. Akbari

Keyword(s):

Neural Network ◽

Job Shop ◽

Job Shop Scheduling ◽

Optimal Combination ◽

Dispatching Rules ◽

Scheduling Problem ◽

Job Shop Scheduling Problem ◽

Shop Scheduling

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