The Study of Simulation Metamodel Based on Bayesian Network and Its Application in Equipment Battlefield Damage Simulation

DOI

10.2991/iccse-15.2015.16How to use a DOI?

Keywords

Equipment, Simulation, Original model, Metamodel, Bayesian network, Battlefield damage.

Abstract

The construction method of simulation metamodel based on Bayesian network is studied for the equipment battlefield damage simulation system. The mapping relation between input parameters and output parameters of simulation model is described from the position of condition probability, the feasibility of construction of metamodel based on Bayesian network is studied, the merits of metamodel based on Bayesian network are analyzed. The key problems are studied in the process of construction of metamodel based on Bayesian network, including the ensuring of metamodel parameters, the translation from original model parameters to Bayesian network nodes, the calculation of joining intensity, and the construction of derived metamodel. Aiming at equipment battlefield damage fast location without complete information, the construction method of metamodel based on Bayesian network is studied based on the K2 method. The metamodel based on Bayesian network is constructed for one type of antiaircraft artillery.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Hai-Kuan Wang
AU  - Quan Shi
AU  - Guang-Yan Wang
AU  - Hong-Yu Ge
PY  - 2015/07
DA  - 2015/07
TI  - The Study of Simulation Metamodel Based on Bayesian Network and Its Application in Equipment Battlefield Damage Simulation
BT  - Proceedings of the 2015 International Conference on Computational Science and Engineering
PB  - Atlantis Press
SP  - 82
EP  - 95
SN  - 2352-538X
UR  - https://doi.org/10.2991/iccse-15.2015.16
DO  - 10.2991/iccse-15.2015.16
ID  - Wang2015/07
ER  -