AINeutralarXiv – CS AI · 5h ago6/10
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Coordinated optimization of departure sequencing and section-track allocation in railway short-term concentrated departure scenarios based on qubo and hybrid quantum algorithms
Researchers developed a QUBO-based optimization framework combined with hybrid quantum algorithms to improve railway departure scheduling during peak periods. Testing shows quantum-enhanced methods reduced operational costs by 4-26% and delays by 4-24% compared to conventional approaches, though real-world validation remains pending.