International Journal Papers

Agent Modeling 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).

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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).

Abstract :

To reduce overpopulation around Seoul, Korea, the government implemented a relocation policy of public officers by moving the government complex. This implies that there will be a negative impact on the suburban area that originally hosted the complex, but we do not know the magnitude of the impact. Therefore, this paper presents a micro-level estimation of the impact on the city commerce with an agent-based model. This model is calibrated by the micro-level population census data, the time-use data, and the geographic data. Agent behavior is formally specified to illustrate the daily activities of diverse population types, and particularly the model observes how many agents pass by commercial buildings of interest. With the described model, we performed a virtual experiment that examines the strengths of factors in negatively influencing the city commerce. After the experiment, we statistically validated the model with the survey data from the real world, which resulted in relatively high correlation between the real world and the simulations.

@article{lee2015,
title = {Impact of Population Relocation to City Commerce: Micro-Level Estimation with Validated Agent-Based Model},
author = {Lee, SeHoon and Hong, Jeong Hee and Bae, Jang Won and Moon, Il-Chul},
journal = {Journal of Artificial Societies and Social Simulation},
ISSN = {1460-7425},
volume = {18},
number = {2},
pages = {5},
year = {2015},
URL = {http://jasss.soc.surrey.ac.uk/18/2/5.html},
DOI = {10.18564/jasss.2719},
keywords = {Agent-Based Simulation, Discrete Event Model, Urban Design, Population Modeling, Urban Simulator},
}

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http://jasss.soc.surrey.ac.uk/18/2/5.html

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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
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
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
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
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.
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.
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.
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.
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.
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.
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).
»	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).
5	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.
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.
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):
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
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

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