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Approximate agent-based simulation accelerated through metric-space indexing

delete2026-04-16
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PRE
AI
G
Gabriel Astudillo
V
Verónica Gil-Costa *
M
Mauricio Marı́n
DOI:10.1016/j.jocs.2026.102864delete
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Abstract

Abstract

En 中文
• A novel simulator combining agent-based modeling and metric indexing. • An approximate simulation reusing scenarios to cut time with low error rates. • Flood, debris, and panic models capture complex evacuation behaviors. • Trade-off between accuracy and efficiency: up to 7× faster with <11% error.
Keywords:
agent-based modeling
metric indexing
approximate simulation
evacuation behavior
efficiency vs accuracy

Journal

J
Journal of Computational Science
IF:
3.7
Papers:
260
Citations:
0

Organization

U
universidad de santiago de chile
Scholars:
300
Papers: 161
Citations: 0
U
universidad de valparaiso
Scholars:
2.6K
Papers: 2.2K
Citations: 4
U
universidad nacional de san luis
Scholars:
1.5K
Papers: 1.0K
Citations: 2
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Cited Papers

Cited Papers

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IF48.5
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Advanced casualty estimation based on tsunami evacuation intended behavior: case study at Yuigahama Beach, Kamakura, Japan
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errTakabatake, Tomoyuki; Shibayama, Tomoya; Esteban, Miguel; Ishii, Hidenori
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On the performance and scalability of an HPC enhanced Multi Agent System based evacuation simulator
err2017-01-01
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errOAAI
errLeonel Aguilar; Maddegedara Lalith; Tsuyoshi Ichimura; Muneo Hori
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