DocumentCode
2301341
Title
The Behavior Modeling of Battlefield Individual Based on Mate-agents
Author
Zhendong, Wu ; Wang, Qing ; Yang, Fei
Author_Institution
Sch. of Autom. Sci. & Electr. Eng., Beijing Univ. of Aeronaut. & Astronaut., Beijing, China
Volume
3
fYear
2010
fDate
6-7 March 2010
Firstpage
87
Lastpage
90
Abstract
Considered actions of Virtual battlefield individual with the intelligence and autonomy characteristic, internal factors that influence personnel external behavior were broken down into mate-Agents with considering behavior functions, and a battlefield individual behavioral model was advanced by aggregating mate-Agents. Mate-Agent structure was accomplished by intelligent model based on its main features, with describing values and reliability of perception factors, using fuzzy wavelet algorithm for the decision-making data classification, achieving subjective composite indicator with the RBF neural network learning. Compared with traditional methods, the mate-Agents aggregation behavioral model greatly improves the intelligence, autonomy and diversity of behavior by handling the coupling and complex interactions of mate-Agents, which provide a new approach to battlefield individual action modeling.
Keywords
decision making; fuzzy set theory; learning (artificial intelligence); military computing; radial basis function networks; wavelet transforms; RBF neural network learning; autonomy characteristic; behavior modeling; decision-making data classification; fuzzy wavelet algorithm; intelligence characteristic; mate-agent structure; perception factors; personnel external behavior; virtual battlefield individual; Automation; Computer science; Computer science education; Decision making; Educational technology; Intelligent networks; Intelligent structures; Personnel; Power system modeling; Space technology; agent; agent framework; battlefield individual; behavior modeling;
fLanguage
English
Publisher
ieee
Conference_Titel
Education Technology and Computer Science (ETCS), 2010 Second International Workshop on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-6388-6
Electronic_ISBN
978-1-4244-6389-3
Type
conf
DOI
10.1109/ETCS.2010.611
Filename
5459923
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