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ARTIFICIAL WAR: Multiagent-Based Simulation of Combat Andrew Ilachinski, Ph.D. CNA Corporation Alexandria, VA 747 pages Publication date: June 2004 World Scientific Publishing, Singapore ISBN 981-238-834-6 (hardcover) |
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Military conflicts, particularly land combat,
possess the characteristic features of complex adaptive systems: combat forces
are composed of a large number of nonlinearly interacting parts and are
organized in a dynamic command and control network; local action, which often
appears disordered, self-organizes into long-range order; military conflicts, by
their nature, proceed far from equilibrium; military forces adapt to a changing
combat environment; and there is no master “voice” that dictates the actions of
every soldier (i.e., battlefield action is decentralized). Nonetheless, most
modern "state-of-the-art” military simulations ignore the self-organizing
properties of combat.
This book summarizes the results of a multiyear
research effort aimed at exploring the applicability of complex adaptive systems
theory to the study of warfare, and introduces a sophisticated multiagent-based
simulation of combat called EINSTein. EINSTein – whose bottom-up, generative
approach to modeling combat stands in stark contrast to the top-down, or
reductionist philosophy that still underlies most conventional military models –
is designed to illustrate how many aspects of land combat may be understood as
self-organized, emergent phenomena. Used worldwide by the military operations
research community, EINSTein has pioneered the simulation of combat on a small
to medium scale by using autonomous agents to model individual behaviors and
personalities rather than hardware.
Readership: Designed to be accessible at the junior/senior
level and above, this book will be of interest to all students, academic and
military researchers, political and physical scientists, computer game
developers and gamers, military historians and decision makers, and others
interested in learning about multiagent-based modeling techniques in general,
and how these techniques may be applied to combat, in particular.
Reviews:
"For members of the
military modeling community, it promises to be an indispensable resource on the
state of the art, and an important technical foundation for future research."
– H.
Van Dyke Parunak (complete
review)
"It
would be surprising if in future years this book is not seen as a landmark
publication in military OR circles.”
– International
Journal of Computational Intelligence and Applications
"Ilachinski is a wonderful writer, taking his time
with each subject and thus making this book accessible to the nonscientist with
a basic understanding of complexity.”
–
T Irene Sanders,
Executive Director, Washington Center for Complexity
and Public Policy (complete
review)
"EINSTein...is a system that starts from the bottom up and uses nonlinear logic
and theories of complexity and chaos to describe conventional land battles."
–
Book
News, Inc., Portland, OR
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Updated February 2006 |