1. Basic model simulation for disaster evacuation routes evaluation using agent based modeling (ABM).
- Author
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Khair, Fauzi, Wijaya, Dendhy Indra, and Yulianto, Hubertus Davy
- Subjects
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BUILDING evacuation , *EMERGENCY management , *SIMULATION methods & models , *ONLINE education , *DISASTERS , *MULTIAGENT systems , *EXPERIMENTAL design - Abstract
Evaluation of disaster evacuation routes is a key to success in disaster management efforts and strategies, especially in disaster-prone areas such as Indonesia. Ability to evacuate many people in a short time is needed to minimize casualties. Thus, a computational simulation method is needed to assist in making a rescue strategy. Agent-based modelling (ABM) approach makes it possible to know what interactions occur during the evacuation process, both in the form of interactions between individuals and individual interactions with their environment. This study examines the dynamics of behavior, interaction mechanism between agents and environment, as well as knowing the evacuation time required by this interaction mechanism and producing improvement scenarios of the existing system. The research begins by collecting spatial characteristics data and initial behavior through questionnaires, literature, and direct observation. Model was built using Netlogo 6.2.0 software. Simulation results were analyzed by design of experiment (DOE) on the evacuation process in BINUS Online learning Room with four types of agents, with a composition of 30% leader, 35% follower, 26% independent, and 9% under table agent. Results showed that gender factors had a significant effect on evacuation time, while behavior factors had no significant effect. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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