Deep reinforcement learning assisted genetic programming ensemble hyper-heuristics for dynamic scheduling of container port trucks

Mathematics

• Hyper-heuristics 100%
• Dynamic Scheduling 99%
• Reinforcement Learning 86%
• Genetic Programming 80%
• Container 69%
• Ensemble 57%
• Dispatching 23%
• Adaptability 20%
• Algorithm Design 19%
• Heuristics 18%
• Collective Intelligence 13%
• Container Terminal 12%
• Varying Environment 10%
• Dynamic Optimization 10%
• Expertise 10%
• Excel 9%
• Interpretability 9%
• Automation 9%
• Performance 8%
• Complex Dynamics 8%
• Framework 8%
• Reward 8%
• Concurrent 7%
• Efficacy 7%
• Innovation 7%
• Scenarios 6%
• Uncertainty 6%
• Robustness 6%
• Evaluation 5%
• Optimization Problem 5%
• Generalization 3%

Engineering & Materials Science

• Genetic programming 66%
• Reinforcement learning 57%
• Trucks 53%
• Containers 53%
• Scheduling 39%
• Automation 5%
• Uncertainty 4%