Title
A model framework-based domain-specific composable modeling method for combat system effectiveness simulation.
Abstract
Combat system effectiveness simulation (CoSES) plays an irreplaceable role in the effectiveness measurement of combat systems. According to decades of research and practice, composable modeling and multi-domain modeling are recognized as two major modeling requirements in CoSES. Current effectiveness simulation researches attempt to cope with the structural and behavioral complexity of CoSES based on a unified technological space, and they are limited to their existing modeling paradigms and fail to meet these two requirements. In this work, we propose a model framework-based domain-specific composable modeling method to solve this problem. This method builds a common model framework using application invariant knowledge for CoSES, and designs domain-specific modeling infrastructures for subdomains as corresponding extension points of the framework to support the modeling of application variant knowledge. Therefore, this method supports domain-specific modeling in multiple subdomains and the composition of subsystem models across different subdomains based on the model framework. The case study shows that this method raises the modeling abstraction level, supports generative modeling, and promotes model reuse and composability.
Year
DOI
Venue
2017
10.1007/s10270-015-0513-x
Software and System Modeling
Keywords
Field
DocType
Modeling and simulation, Composable modeling, Domain-specific modeling, Simulation model framework, System effectiveness simulation
Systems engineering,Domain-specific modeling,Reuse,Modeling and simulation,Computer science,Generative modeling,Invariant (mathematics),Abstraction layer,Composability
Journal
Volume
Issue
ISSN
16
4
1619-1374
Citations 
PageRank 
References 
1
0.37
12
Authors
5
Name
Order
Citations
PageRank
Xiaobo Li1112.34
Feng Yang210.37
Yonglin Lei3327.08
weiping482.85
Yifan Zhu511.38