Journal of Korean Society of Industrial and Systems Engineering (산업경영시스템학회지)

Society of Korea Industrial and System Engineering (한국산업경영시스템학회)
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Estimation of Urbanization Factor in Wargame Model using Fractal Dimension

Fractal 차원을 이용한 워게임에서의 도시화조정계수 추정

  • Ojeong Kwon (Department of Industrial & System Engineering, KAIST) ;
  • Jaeoh Kim (Department of Data Science, Inha University) ;
  • Dongchul Kim (SIMNET) ;
  • Namsuk Cho (Department of Military Operations Research, Korea National Defense University)
  • Received : 2022.12.21
  • Accepted : 2023.01.16
  • Published : 2023.03.31
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Abstract

With rapid urbanization, the importance of urban warfare is increasing, and it is also required to reflect the characteristics of cities in wargame models. However, in the military's wargame models, the urbanization factor was calculated and used without theoretical basis. In this study, we investigate techniques for estimating the urbanization factor using Fractal dimension theory. The urbanization factor we propose can suggest a logical and valid representative value when used in conjunction with Agent Based Model and other methodologies.

Keywords

Acknowledgement

이 논문은 '육군 합성전장훈련체게(Build-I) 체계개발사업'을 위한 연구과제로 수행되었음.

References

  1. Anderson, M.A., Agent-based modelling in the new zealand defence force, Defence and Homeland Security Symposium, 2013.
  2. Anderson, M.A., Exploring a Rural Guard Scenario using MANA, DTA Report 246, 2008.
  3. Baek, D.H. and Yoon, Y.J., A research for conducting successful urban operation in Korean peninsular, Journal of Convergence Security, 2015, Vol. 15, No. 3, pp. 53-62.
  4. Crispell, C.G., Simulation Analysis of USMC HIMARS Employment in the Western Pacific, [Dissertation]. [Monterey, CA, US]; Naval Postgraduate School, 2022.
  5. De Sousa, E.P.M., Traina, C., Traina, A. and Faloutsos, C., How to use fractal dimension to find correlations between attributes, In Proc. KDD-Workshop on Fractals and Self-similarity in Data Mining: Issues and Approaches, 2002.
  6. Han, S., Moon, H., and Kim, J., A study on the solution for similarizing damage assessment results of interoperating constructive models with different simulation logic of close combat, Journal of the Military Operations Research Society of Korea, 2020, Vol. 46, no. 2, pp. 1-14.
  7. Hwang, H.Y., Song, S., and Jo, J.H., Comparative analysis of urban interactions on urban spatial expansion and fractal phenomena: Focused on the Seoul, Seongnam, Bucheon, Anyang, Journal of Korea Planning Association, 2011, Vol. 46, No. 7, pp. 115-133.
  8. Jung, S., Cho, S., and Hong, S., A Study on the Analysis of Combat Effectiveness for Terrain Using Fractal. Korean Institute of Industrial Engineers Spring Conference Proceeding, 2007, pp. 372-375.
  9. Kwon, K.W., Jee, H.K., and Lee, J.D., The Analysis of Terrain and Topography using Fractal, Journal of The Korean Association of Regional Geographers, 2005, Vol 11, No. 6, pp. 530-543.
  10. Kim, H.K. and Lee, Y.S. Lee., A study on the density analysis of climatological stations using the correlation integral method in the fractal dimension, Journal of the Korean Data and Information Science Society, 2013, Vol. 2, Vol. 24, No. 1, pp. 53-62. https://doi.org/10.7465/jkdi.2013.24.1.53
  11. Kim, T. and Moon, H., A Study on Automated Method of Determination of Fire Rate and Accuracy of Red-team Artillery in Constructive War-game Model for Training, Journal of Military Science and Technology Studies, 2021, Vol 14, No. 1, p. 65.
  12. KOSIS Statistical Info. (Search : '22.12.12)
  13. Lee, K, Cho, K., and Lee, C., A proposal of the advanced logic for the wargame applying the concept of NCW, Journal of Korea Institute for Defense Analysis, 2011, Vol. 26, No. 4, pp. 127-155.
  14. Lee, Y., Park, M. and Kim, Y., A Study on the Method for Converting the Unit Database from Training-model into Analysis-model: Focused on the "Chang-Jo21' and 'Vision21' model, Journal of the Korea Society for Simulation, 2019, Vol.28, No.2, pp. 159-167.
  15. Li, Z, Zhao, W, Nie, M. Scale characteristics and optimization of park green space in megacities based on the fractal measurement model: A case study of Beijing, Shanghai, Guangzhou, and Shenzhen, Sustainability, 2021, Vol. 13, https://doi.org/10.3390/su13158554.
  16. Moon, H., A Study on an Expert system for close combat battlefield situation assessment in wargame models using machine learning, Korean Journal of Military Art and Science, 2018, Vol. 74, No.3, pp. 315-335. https://doi.org/10.31066/kjmas.2018.74.3.012
  17. Park, H., A study on ways to foster revolution in military affairs considering the change in megacity operations environment, [thesis], [Seoul, Korea], Hanyang University, 2022.
  18. Woo, H., Kwon, K.S., Kim, B.G., and Cho, S. H., Application of fractal dimension on consistent calculation of coastline length: Focused on Jeju Island, Journal of the Korean Society for Geospatial Information Science, 2016, Vol.24, No.4, pp.83.
  19. VBS Homepage, https://vbs4.com/