JOURNAL ARTICLE

Graph neural network and expert-guided deep reinforcement learning for solving flexible job-shop scheduling problem

Wenqiang ZhangXuan BaoHuili GengGuohui ZhangMitsuo Gen

Year: 2025 Journal:   Computers & Operations Research Vol: 183 Pages: 107155-107155   Publisher: Elsevier BV
Keywords:
Reinforcement learning Computer science Job shop scheduling Artificial intelligence Scheduling (production processes) Artificial neural network Graph Job shop Machine learning Mathematical optimization Theoretical computer science Flow shop scheduling Mathematics Schedule

Metrics

2
Cited By
7.22
FWCI (Field Weighted Citation Impact)
35
Refs
0.92
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Scheduling and Optimization Algorithms
Physical Sciences →  Engineering →  Industrial and Manufacturing Engineering
Advanced Manufacturing and Logistics Optimization
Physical Sciences →  Engineering →  Industrial and Manufacturing Engineering
Assembly Line Balancing Optimization
Physical Sciences →  Engineering →  Industrial and Manufacturing Engineering
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