Title :
Operational Experiment Based on Artificial Life Modeling
Author :
Tiao-Ping, Fu ; Yang Bao-Ding ; Chen Jian-Hua ; Li Gang-Qiang
Author_Institution :
First Dept., Naval Arms Command Acad., Guangzhou, China
Abstract :
Mathematical analysis method based on equation will encounter in a little difficulties hard to overcome when conducting combat experiments, while the artificial life modeling and simulation approach is a new system modeling and simulation method. In this paper, the latest developments of the field of artificial life have been explored. the basic theory of artificial life, modeling methods and modeling tools have been specially studied on. Based on the thought of artificial life, combined with genetic algorithm, the operational experiments in two-dimensional grid environment and three-dimensional MGIS environment have been studied. The results can provide a reference for the expansion of artificial life and evolutionary computation for operational experiments field.
Keywords :
artificial life; genetic algorithms; geographic information systems; grid computing; mathematical analysis; military computing; artificial life modeling; combat experiments; evolutionary computation; genetic algorithm; grid environment; mathematical analysis method; operational experiment; three dimensional MGIS environment; Algebra; Analytical models; Computational modeling; Evolutionary computation; Mathematical model; Object oriented modeling; Weapons; artificial life; combat modelling; operational experiments;
Conference_Titel :
Modeling, Simulation and Visualization Methods (WMSVM), 2010 Second International Conference on
Conference_Location :
Sanya
Print_ISBN :
978-1-4244-7077-8
Electronic_ISBN :
978-1-4244-7078-5
DOI :
10.1109/WMSVM.2010.34
