Comparative Analysis of Evacuation Simulation Algorithms for Single-storey Buildings

Autor: Shufeng Yang, Chunhua Zhang, Ao Xing, Shichan Wang, Zhenpeng An
Rok vydání: 2021
Předmět:
Zdroj: CNIOT
Popis: Based on the predominance of Multi-Agents Simulation in evacuation simulation, the aim of the paper is research and comparative analysis of evacuation simulation algorithms for single-storey buildings. The algorithms studied are Astar(A*), SFM (Social Force Model), PPO (Proximal Policy Optimization).The algorithms are compared by evacuation time. The result, presented analytically and graphically, results indicate Astar algorithm has theoretically optimal paths, but SFM and PPO are closer to human behavior patterns.
Databáze: OpenAIRE