Mechanistically informed machine learning and artificial intelligence in fire engineering and sciences

MZ Naser - Fire Technology, 2021 - Springer
Fire is a chaotic and extreme phenomenon. While the past few years have witnessed the
success of integrating machine intelligence (MI) to tackle equally complex problems in …

Emergency path planning based on improved ant colony algorithm

H Sun, K Zhu, W Zhang, Z Ke, H Hu, K Wu… - Journal of Building …, 2025 - Elsevier
With the increasing complexity of building structures, scientific and effective emergency
evacuation path planning plays a vital role in reducing casualties and property losses …

[Retracted] Simulation Research on the Palm Mechanism of Volleyball Robot Based on Artificial Intelligence and Ant Colony Optimization Algorithm

G Jiao - Security and Communication Networks, 2022 - Wiley Online Library
The study of mobile robots, which began in the late 1960s, is the most dramatic development
in human history in the twentieth century, and the invention has undergone radical changes …

Examining the evacuation routes of the sister village program by using the ant colony optimization algorithm

A Muhammad, T Wu - Open Geosciences, 2023 - degruyter.com
Evacuation routes are necessary to guide people to avoid hazardous and dangerous zones
and to prevent the loss of human lives, especially in the event of volcanic eruptions. This …

A novel three-value grid scheme and rescue path planning algorithm for building fire

L Xu, J Wang, C Kuang, Y Xu - Journal of Intelligent & Fuzzy …, 2023 - content.iospress.com
The 0-1 grid method is commonly used to divide a fire building into fully passable and fully
impassable areas. Firefighters are only able to perform rescue tasks in the fully passable …

Smoke simulation and emergency evacuation simulation under indoor fire scenario

S Jia, L Zhao, D Yang, L Sun… - Journal of Physics …, 2023 - iopscience.iop.org
According to relevant data, when a fire occurs in a large public building, human life and
property will be greatly threatened. In order to solve the problem of personnel evacuation …

An IndoorGeoBML Model Based IORP Algorithm for Indoor Operation

M Su, G Wang, L Chen, X Zhang - Sustainability, 2022 - mdpi.com
Indoor military operations play a vital part in modern urban warfare. Decision making in
indoor operations is quite complicated due to the complex of the indoor spatial environment …

Research on optimization and Simulation of Fire Emergency Evacuation Path Based on Improved Ant Colony Algorithm for Large Public Buildings

S Jia, L Zhao, D Yang, L Sun… - 2023 8th International …, 2023 - ieeexplore.ieee.org
Starting from the ant colony algorithm and introducing heuristic functions, node selection
strategies, and pheromone updates to improve the ant colony algorithm and make it provide …

Emergency evacuation model for large multistory buildings with usual entrances and emergency exits

R Liu, X Chen, Y Tian, S Wang, Z Li - LISS2019: Proceedings of the 9th …, 2020 - Springer
When emergencies such as fires, earthquakes or terrorist attacks occur, the effective
evacuation of all personnel from buildings is the primary objective. Sometimes, in order to …