Meta-relation-based heterogeneous graph neural network with deep reinforcement learning for flexible job shop scheduling

Yuzhi Zhang; Shikui Dong; Zhenfang Yuan; Ting‐Chi Wen; Jianfeng Xiao; Zhuo Diao

doi:10.1016/j.eswa.2025.128411

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Meta-relation-based heterogeneous graph neural network with deep reinforcement learning for flexible job shop scheduling

Yuzhi Zhang Shikui Dong Zhenfang Yuan Ting‐Chi Wen Jianfeng Xiao Zhuo Diao

Year: 2025 Journal: Expert Systems with Applications Vol: 291 Pages: 128411-128411 Publisher: Elsevier BV

DOI: 10.1016/j.eswa.2025.128411

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Keywords:

Computer science Reinforcement learning Artificial intelligence Artificial neural network Relation (database) Scheduling (production processes) Graph Machine learning Theoretical computer science Mathematical optimization Data mining Mathematics

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Scheduling and Optimization Algorithms

Physical Sciences → Engineering → Industrial and Manufacturing Engineering

Optimization and Search Problems

Physical Sciences → Computer Science → Computer Networks and Communications

Advanced Manufacturing and Logistics Optimization

Physical Sciences → Engineering → Industrial and Manufacturing Engineering

Meta-relation-based heterogeneous graph neural network with deep reinforcement learning for flexible job shop scheduling

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