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

fYear

2010

fDate

15-16 May 2010

Firstpage

26

Lastpage

29

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;

fLanguage

English

Publisher

ieee

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

Type

conf

DOI

10.1109/WMSVM.2010.34

Filename

5558346