International Journal Papers


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Bae, J.W., Lee, S.H., Hong, J.. and Moon, I.-C., 2014. Simulation-Based Analyses on Massive Evacuation from Metropolis during Bombardment. SIMULATION: Transactions of The Society for Modeling and Simulation International, 90(11), pp.1244–1267.

 

 

Abstract : 

 The bombardment of a metropolis is considered a nightmare scenario. To reduce losses from such an assault, big cities have developed evacuation policies in case of bombardment. However, to build efficient evacuation policies, much footing data is required that considers both military and civilian views. Agent-based modeling and simulation could be utilized as a method to obtain the footing data. In this paper, we develop an evacuation agent-based model that describes a massive evacuation through the road network of a metropolis during a bombardment. In particular, our model took account of bombing strategies (i.e. the military view) as well as the characteristics of roads and evacuation agents (i.e. the civilian view) in order to analyze evacuations from both military and civilian perspectives. Moreover, we applied real data from a target region to calibrate parameters and initial conditions of the evacuation agent-based models, which increased the reliability of simulation results. Using the evacuation agent-based model, we designed and performed virtual experiments with varying military and civilian factors. Through the various analyses on the experiment results, we showed that our model could be a framework that provides footing data to develop efficient evacuation policies and preparations.

 

@article{Bae09102014,
author = {Bae, Jang Won and Lee, SeHoon and Hong, Jeong Hee and Moon, Il-Chul}, 
title = {Simulation-based analyses of an evacuation from a metropolis during a bombardment},
year = {2014}, 
doi = {10.1177/0037549714551291}, 
URL = {http://sim.sagepub.com/content/early/2014/10/09/0037549714551291.abstract}, 
eprint = {http://sim.sagepub.com/content/early/2014/10/09/0037549714551291.full.pdf+html}, 
journal = {SIMULATION} 
}

 

Source Website :

 http://sim.sagepub.com/content/90/11/1244.refs

No. Subject
12 Bae, J. W., Kim, J. H., Moon, I.-C., & Kim, T. G. (2016). Accelerated Simulation of Hierarchical Military Operations with Tabulation Technique. Journal of Simulation, 10(1), 36–49. file
11 Park, S.R., W.S. Lee, and I.-C. Moon. 2015. “Associative Topic Models with Numerical Time Series.” Information Processing and Management 51 (5): 737–755. file
10 Jung, C.J., W.-S. Yun, I.-C. Moon, and T.-E. Lee. 2015. “Modelling and Simulation of a River-Crossing Operation via Discrete Event Simulation with Engineering Details.” Defence Science Journal 65 (2): 135–43. file
9 Yun, W.-S., I.-C. Moon, and T.-E. Lee. 2015. “Agent-Based Simulation of Time to Decide: Military Commands and Time Delays.” Journal of Artificial Societies and Social Simulation 18 (4). file
8 Park, S.R., Lee, W.S. and Moon, I.-C., 2015. Efficient Extraction of Domain Specific Sentiment Lexicon with Active Learning. Pattern Recognition Letters, 56(4), pp.38–44. file
7 Lee, S.H., Hong, J.H., Bae, J.W. and Moon, I.-C., 2015. Impact of Population Relocation to City Commerce: Micro-Level Estimation with Validated Agent-Based Model. Journal of Artificial Societies and Social Simulation, 18(2). file
6 Lee, G., J. W. Bae, N. Oh, J. H. Hong, and I.-C. Moon. 2015. “Simulation Experiment of Disaster Response Organizational Structures With Alternative Optimization Techniques.” Social Science Computer Review 33 (3): 343–71. file
» Bae, J.W., Lee, S.H., Hong, J.. and Moon, I.-C., 2014. Simulation-Based Analyses on Massive Evacuation from Metropolis during Bombardment. SIMULATION: Transactions of The Society for Modeling and Simulation International, 90(11), pp.1244–1267. file
4 Kim, J., T. G. Kim, and I. C. Moon. 2012. “New Insight into Doctrine via Simulation Interoperation of Heterogeneous Levels of Models in Battle Experimentation.” SIMULATION: Transactions of The Society for Modeling and Simulation International 88 (6): file
3 Yiming Yang, Shinjae Yoo, Frank Lin, and Il-Chul Moon, Personalized Email Prioritization Based on Content and Social Network Analysis, IEEE Intelligent Systems, Special Issue on Social Learning, Vol. 25, Issue 4, pp 12-18, Jul/Aug 2010 file
2 Il-Chul Moon and Kathleen M. Carley, Modeling and Simulation of Terrorist Networks in Social and Geospatial dimensions, IEEE Intelligent Systems, Special Issue on Social Computing, Vol. 22, pp 40-49, Sep/Oct. 2007 file
1 Il-Chul Moon, Mike Schneider, and Kathleen M. Carley, Evolution of Player Skill in the America’s Army Game, SIMULATION: Transactions of The Society for Modeling and Simulation International, Vol.82, Issue 11, pp 703-717, Nov. 2006 file