Author

Meng Zhang

2 papers indexed here

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Open access Sep 2026

Dynamic Fire-Evacuation Route Optimization in Complex Buildings Using Safe-Corridor-Guided RA-SSA

Dynamic fire evacuation in complex multistory buildings requires route planning across interconnected corridors, stairwells, transfer spaces, and exits while hazards, passage accessibility, and circulation capacity change over time. This study presents a risk-constrained method based on a safe-corridor-guided risk-awar...

Xin Wang, Hao He, Zhi-Jun Gao et al. · Buildings · 0 citations

Open access Sep 2026

GEMS-DQN: A Global-Enhanced Multi-Agent Scheduling Deep Q-Network for Collaborative Charging Decision Optimization in Multiple UAV Systems

To address charging-resource contention and task-allocation conflicts in multi-UAV operations supported by a single mobile charging vehicle (MCV), this paper develops GEMS-DQN (Global-Enhanced Multi-Agent Scheduling Deep Q-Network), a centralized discrete-action scheduling framework for coordinated task and charging de...

Shan Dan, Meng Zhang, Dong-Ming Liu et al. · Algorithms · 0 citations