Military applications of agent-based simulations

There continues to be increasing interest from a broad range of disciplines in agent-based and artificial life simulations. This includes the Department of Defense - which uses simulations heavily in its decision making process. Indeed, military conflicts can have many attributes that are consistent with complex adaptive systems - such as many entities interacting with some degree of autonomy, each of which is continually making decisions to satisfy a variety of sometimes conflicting objectives. In this paper, we present three applications of agent-based simulations used to analyze military problems. The first uses the MANA model to explore the ability of the U.S. Army's network-based Future Force to perform with degraded communications. The second studies how unmanned surface vehicles can be used in force protection missions with the Pythagoras model. The last example examines the standard Army squad size with an integrated effort using MANA, Pythagoras, and the high-resolution simulation JANUS.

[1]  M. Ross,et al.  The University of California at Riverside , 1966 .

[2]  Mario Bunge,et al.  Exploring The World , 1983 .

[3]  Thomas W. Lucas,et al.  Better Designs for High-Dimensional Explorations of Distillations , 2002 .

[4]  Alfred Brandstein,et al.  Operational Synthesis: Applying Science to Military Science , 1999 .

[5]  Gary E. Horne,et al.  Beyond Point Estimates: Operational Synthesis and Data Farming , 2001 .

[6]  Melissa J. Steele Agent-based simulation of unmanned surface vehicles : a force in the fleet , 2004 .

[7]  Thomas W. Lucas,et al.  Exploring the world of agent-based simulations: simple models, complex analyses , 2002, Proceedings of the Winter Simulation Conference.

[8]  Andrew Ilachinski,et al.  Irreducible Semi-Autonomous Adaptive Combat (ISAAC): An Artificial-Life Approach to Land Warfare. , 1997 .

[9]  Thomas J. Santner,et al.  Design and analysis of computer experiments , 1998 .

[10]  Steve Bankes,et al.  Exploratory Modeling for Policy Analysis , 1993, Oper. Res..

[11]  Gary E. Horne Maneuver warfare distillations: essence not verisimilitude , 1999, WSC '99.

[12]  Guillermo Ricardo Simari,et al.  Multiagent systems: a modern approach to distributed artificial intelligence , 2000 .

[13]  Jacques Ferber,et al.  Multi-agent systems - an introduction to distributed artificial intelligence , 1999 .

[14]  Joseph M. Lindquist An Analysis of Degraded Communications in the Army's Future Force , 2004 .

[15]  서정헌,et al.  반도체 공정 overview , 2001 .