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http://dx.doi.org/10.9709/JKSS.2013.22.2.033

Exploration of Border Security Systems of the ROK Army Using ABMS and GA Algorithm  

Oh, Kyungtack (육군사관학교 운영분석학과)
Lee, Jae-Yeong (국방대학교 운영분석학과)
Publication Information
Journal of the Korea Society for Simulation / v.22, no.2, 2013 , pp. 33-40 More about this Journal
Abstract
This paper explores a border security system based on agent-based modeling and simulation (ABMS). The ABMS software platform, map aware non-uniform automata, is used to model various scenarios and evaluate the border security system given a set of infiltrators who have evolutionary behavior governed by genetic algorithm (GA). we formulated an optimization model and approximately solved it using a GA in order to capture near optimal behavior of an infiltrating force. The results presented give two significant insights for our border security system in that optimizing the infiltrator's behavior can make a significant difference and the quantitative results regarding the infiltrator's avoidance of each asset can be viewed as capturing their relative importance.
Keywords
ABMS; Genetic Algorithm(GA); border security system;
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