Modeling and simulation of human behaviors during vertical emergency evacuation via intelligent fuzzy agents
Effective emergency evacuation planning is crucial for minimizing the impact of disasters on individuals and communities. To improve the efficiency and safety of vertical emergency evacuations, such as those from high-rise buildings or offshore platforms, it is important to understand and model...
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| Main Authors: | , , , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
IEEE Explore
2024
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/114299/7/114299_Modeling%20and%20simulation%20of%20human.pdf http://irep.iium.edu.my/114299/ https://ieeexplore.ieee.org/document/10652504 |
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| Institution: | Universiti Islam Antarabangsa Malaysia |
| Language: | English |
| Summary: | Effective emergency evacuation planning is
crucial for minimizing the impact of disasters on individuals and
communities. To improve the efficiency and safety of vertical
emergency evacuations, such as those from high-rise buildings
or offshore platforms, it is important to understand and model
the key behaviors that affect the vertical evacuation process.
This research aims to use fuzzy logic and Unity to model and
simulate human behaviors during vertical emergency
evacuations. For the evacuation modeling two approaches such
as with fuzzy logic and without fuzzy logic have been tested. The
results show that the intelligent fuzzy agents have greater
tendency to choose elevators as exits than stairs. It was also
depicted that integration of fuzzy logic in agents augmented the
evacuation performance by improving the evacuation time by
17.59%. |
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