Adaptive battle agents: complex adaptive combat models

Lim, K.; Mann, I.; Santos, R.; Tobin, B.; Berryman, M.; Ryan, A.; Abbott, D.

Please use this identifier to cite or link to this item: https://hdl.handle.net/2440/22830

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Type:	Conference paper
Title:	Adaptive battle agents: complex adaptive combat models
Author:	Lim, K. Mann, I. Santos, R. Tobin, B. Berryman, M. Ryan, A. Abbott, D.
Citation:	Proceedings of SPIE, 2006 / Bender, A. (ed./s), vol.6039, pp.603907-1-603907-13
Publisher:	SPIE
Publisher Place:	http://www.spie.org/conferences/programs/05/au/
Issue Date:	2006
Series/Report no.:	Proceedings of SPIE--The International Society for Optical Engineering ; 6039
ISBN:	0-8194-6070-2
ISSN:	0277-786X
Conference Name:	SPIE Microelectronics, MEMS, and Nanotechnology (11 Dec 2005 - 14 Dec 2005 : Brisbane, Australia)
Editor:	Bender, A.
Statement of Responsibility:	Kim L. Lim, Isaac Mann, Ricardo Santos, Brad Tobin, Matthew J. Berryman, Derek Abbott and Alex Ryan
Abstract:	This work explores emergent behaviour in a complex adaptive system, specifically an agent-based battlefield simulation model. We explore the changes in agent attribute sets through the use of genetic algorithms over a series of battles, with performance measured by a number of different statistics including number of casualties, number of enemy agents killed, and success rate at "capturing the flag". The agents' capabilities include (but are not limited to) maneuverability upon the battlefield, formulating, sending, receiving and acting upon messages and attacking enemy agents.
Rights:	© 2006 COPYRIGHT SPIE--The International Society for Optical Engineering.
DOI:	10.1117/12.638877
Published version:	http://dx.doi.org/10.1117/12.638877
Appears in Collections:	Aurora harvest 2 Electrical and Electronic Engineering publications

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