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Dynamic allocation of fires and sensors (DAFS): a low-resolution simulation for rapid modeling

Published: 03 December 2006 Publication History

Abstract

High-resolution combat models have become so complex that the time necessary to create and analyze a scenario has become unacceptably long. A lower resolution approach to entity-level simulation can complement such models. This paper presents Dynamic Allocation of Fires and Sensors (DAFS), a low-resolution, constructive entity-level simulation framework, that can be rapidly configured and executed. Through the use of a loosely-coupled component architecture, DAFS is extremely flexible and configurable. DAFS allows an analyst to very quickly create a simulation model that captures the first-order effects of a scenario. Although the modeling of entities is done at a low-resolution, DAFS contains some sophisticated capabilities: within the model, commander entities can formulate and solve optimization problems dynamically. DAFS can be used to explore large areas of the parameter space and identify interesting regions where high-resolution models can provide more detailed information.

References

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Ahner, D., L. Jackson, and D. Phillips. 2005. DAFS: A low resolution modeling approach: architecture and implementation. Proceedings of The 10th Annual International Conference on Industrial Engineering Theory, Applications & Practice, December 2005.
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Buss, A. H. 2001. Discrete Event Programming with Simkit. Simulation News Europe. 32/33: 15--24.
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Buss, A. H. 2002. Component based simulation modeling with Simkit. Proceedings of the 2002 Winter Simulation Conference, E. Yücesan, C.-H. Chen, J. L. Snowdon, and J. M. Charnes, eds.
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Buss A. H. and P. J. Sanchez. 2002. Building Complex Models With LEGOs (Listener Event Graph Objects). Proceedings of the 2002 Winter Simulation Conference, E. Yücesan, C.-H. Chen, J. L. Snowdon, and J. M. Charnes, eds. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers.
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Buss, A. H. and P. J. Sanchez. 2005. Simple movement and sensing in discrete event simulation. Proceedings of the 2005 Winter Simulation Conference, M. E. Kuhl, N. M. Steiger, F. B. Armstrong, and J. A. Joines, eds. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers.
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Free Software Foundation Web Site. <http://www.fsf.org>. {Accessed June 2006.}
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Havens, M. E. 2002. Dynamic allocation of fires and sensors. Masters Thesis, Operations Research Department, Naval Postgraduate School, Monterey, CA
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Jackson, J. and Phillips, D. 2005. Using a low resolution entity level modeling approach. The Bulletin of Military Operations Research: Phalanx, 38--2: 15--26.
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Lp_Solve Web Site. <http://sourceforge.net/projects/lpsolve> {Accessed June 2006.}
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Schruben, Lee 1983. Simulation modeling with event graphs. Communications of the ACM. 26(11): 957--963.

Cited By

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  • (2007)Composability and component-based discrete event simulationProceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come10.5555/1351542.1351671(694-702)Online publication date: 9-Dec-2007
  • (2006)Assignment scheduling capability for unmanned aerial vehiclesProceedings of the 38th conference on Winter simulation10.5555/1218112.1218359(1349-1356)Online publication date: 3-Dec-2006

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Published In

cover image ACM Conferences
WSC '06: Proceedings of the 38th conference on Winter simulation
December 2006
2429 pages
ISBN:1424405017

Sponsors

  • IIE: Institute of Industrial Engineers
  • ASA: American Statistical Association
  • IEICE ESS: Institute of Electronics, Information and Communication Engineers, Engineering Sciences Society
  • IEEE-CS\DATC: The IEEE Computer Society
  • SIGSIM: ACM Special Interest Group on Simulation and Modeling
  • NIST: National Institute of Standards and Technology
  • (SCS): The Society for Modeling and Simulation International
  • INFORMS-CS: Institute for Operations Research and the Management Sciences-College on Simulation

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Winter Simulation Conference

Publication History

Published: 03 December 2006

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WSC06
Sponsor:
  • IIE
  • ASA
  • IEICE ESS
  • IEEE-CS\DATC
  • SIGSIM
  • NIST
  • (SCS)
  • INFORMS-CS
WSC06: Winter Simulation Conference 2006
December 3 - 6, 2006
California, Monterey

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WSC '06 Paper Acceptance Rate 177 of 252 submissions, 70%;
Overall Acceptance Rate 3,413 of 5,075 submissions, 67%

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Cited By

View all
  • (2007)Composability and component-based discrete event simulationProceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come10.5555/1351542.1351671(694-702)Online publication date: 9-Dec-2007
  • (2006)Assignment scheduling capability for unmanned aerial vehiclesProceedings of the 38th conference on Winter simulation10.5555/1218112.1218359(1349-1356)Online publication date: 3-Dec-2006

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