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
Link To Document :
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