International Journal Papers


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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. 

 

Abstract : 

 Disaster response operations are critical for decreasing the devastating impacts that result in casualties and property damages. Since these operations require cooperation in dynamic and complex situations, the responding organizations require a solid organizational structure collectively. This article introduces computational designs and evaluations of alternative organizational structures for disaster responses to resolve the disconnections between resource demands and supplies. In particular, this research consists of (1) organizational structure designs with two optimization techniques, (2) agent-based simulations that virtually replicate disaster response contexts, and (3) social network analysis to interpret the relations between the structures and the performances from the network perspectives. We applied this approach to log records of Hurricane Katrina, and our evaluations suggest that alternative organizations would improve operation outcomes, that is, increase the successful resource delivery counts and reduce a number of organizational conflicts. This computational approach could be further utilized in designing and evaluating organizations under complex and dynamic situations.

 

@article{Lee30072014,
author = {Lee, GeunHo and Bae, Jang Won and Oh, Namkyung and Hong, Jeong Hee and Moon, Il-Chul}, 
title = {Simulation Experiment of Disaster Response Organizational Structures With Alternative Optimization Techniques},
year = {2014}, 
doi = {10.1177/0894439314544628}, 
URL = {http://ssc.sagepub.com/content/early/2014/07/28/0894439314544628.abstract}, 
eprint = {http://ssc.sagepub.com/content/early/2014/07/28/0894439314544628.full.pdf+html}, 
journal = {Social Science Computer Review} 
}

 

Source Website :

 http://ssc.sagepub.com/content/early/2014/07/28/0894439314544628.abstract

No. Subject
18 Hyungho Na, Jaemyung Ahn, and Il-Chul Moon, "Weapon–Target Assignment by Reinforcement Learning with Pointer Network, " Journal of Aerospacce Information Systems, Vol. 20, No. 1 (2023), pp. 53-59 file
17 Tae-Sub Yun, Dongjun Kim, Il-Chul Moon, Jang Won Bae, (2022) Agent-Based Model for Urban Administration: A Case Study of Bridge Construction and its Traffic Dispersion Effect, Journal of Artificial Societies and Social Simulation file
16 Woo-Seop Yun, Sunggil Ko, Muhyun Byun, Heeyoung Kim, Il-Chul Moon and Tae-Eog Lee, Toward Robust Battle Experimental Design for Command and Control of Mechanized Infantry Brigade, Military Operations Research, Vol. 27, No. 1 (2022), pp. 45-72
15 Tae-Sub Yun and Il-Chul Moon, "Housing Market Agent-Based Simulation with Loan-To-Value and Debt-To-Income", Journal of Artificial Societies and Social Simulation, Vol. 23, Issue 4, 5, 2020 file
14 J. W. Bae et al., "Layered Behavior Modeling via Combining Descriptive and Prescriptive Approaches: A Case Study of Infantry Company Engagement," in IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 50, no. 7, pp. 2551-2565, July 2020 file
13 Shin, S. J., Kang, A., Kim, D., Lee, J., Bae, J. W., & Moon, I. C. (2019). Improving counterfire operations with enhanced command and control structure. Computational and Mathematical Organization Theory, 25(4), 464-498. file
12 J. W. Bae et al., "Evaluation of Disaster Response System Using Agent-Based Model With Geospatial and Medical Details," in IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 48, no. 9, pp. 1454-1469, Sept. 2018. file
11 Bae, J. W., Bae, S. W., Moon, I. C., & Kim, T. G. (2016). Efficient Flattening Algorithm for Hierarchical and Dynamic Structure Discrete Event Models. ACM Transactions on Modeling and Computer Simulation (TOMACS), 26(4), 25. file
10 Bae, J. W., & Moon, I. C. (2016). LDEF Formalism for Agent-Based Model Development. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 46(6), 793–808. file
9 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
8 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
7 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
6 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
» 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
4 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
3 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
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