A multi-paradigm decision modeling framework for combat system effectiveness measurement based on domain-specific modeling

Xiao-bo LI; Yong-lin LEI; Hans VANGHELUWE; Wei-ping WANG; Qun LI

doi:10.1631/jzus.C1200374

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A multi-paradigm decision modeling framework for combat system effectiveness measurement based on domain-specific modeling

计算机工程 | Updated：2022-05-19

- A multi-paradigm decision modeling framework for combat system effectiveness measurement based on domain-specific modeling
- A multi-paradigm decision modeling framework for combat system effectiveness measurement based on domain-specific modeling
- 信息与电子工程前沿（英文） 2013年14卷第5期页码：311-331
- Affiliations：
  
  1.Institute of Simulation Engineering, College of Information Systems and Management, National University of Defense Technology, Changsha 410073, China
  2.Department of Mathematics and Computer Science, University of Antwerp, Antwerp 2020, Belgium
- Author bio：
  
  [ "Xiao-bo LI, E-mail: lixiaobo.nudt@gmail.com" ]
- Funds：
  
  Project (Nos. 61273198, 91024015, 61074107, 60974073, 60974074, and 71031007) supported by the National Natural Science Foundation of China
- DOI：10.1631/jzus.C1200374
  中图分类号： TP391.9
- 收稿：2012-12-22，
  
  修回：2013-;4-16，
  
  纸质出版：2013-05
- Accepted：
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A multi-paradigm decision modeling framework for combat system effectiveness measurement based on domain-specific modeling[J]. 信息与电子工程前沿（英文）, 2013,14(5):311-331.

Xiao-bo LI, Yong-lin LEI, Hans VANGHELUWE, et al. A multi-paradigm decision modeling framework for combat system effectiveness measurement based on domain-specific modeling[J]. Frontiers of Information Technology & Electronic Engineering, 2013, 14(5): 311-331.
A multi-paradigm decision modeling framework for combat system effectiveness measurement based on domain-specific modeling[J]. 信息与电子工程前沿（英文）, 2013,14(5):311-331. DOI： 10.1631/jzus.C1200374.

Xiao-bo LI, Yong-lin LEI, Hans VANGHELUWE, et al. A multi-paradigm decision modeling framework for combat system effectiveness measurement based on domain-specific modeling[J]. Frontiers of Information Technology & Electronic Engineering, 2013, 14(5): 311-331. DOI： 10.1631/jzus.C1200374.

摘要

Abstract

Decision modeling is an essential part of the combat system effectiveness simulation (CoSES)

which needs to cope with the cognitive quality

diversity

flexibility

and higher abstraction of decision making. In this paper

a multi-paradigm decision modeling framework is proposed to support decision modeling at three levels of abstraction based on domain-specific modeling (DSM). This framework designs a domain-specific modeling language (DSML) for decision modeling to raise the abstraction level of modeling

transforms the domain-specific models to formalism-based models to enable formal analysis and early verification and validation

and implements the semantics of the DSML based on a Python scripts framework which incorporates the decision model into the whole simulation system. The case study shows that the proposed approach incorporates domain expertise and facilitates domain modeler's participation in CoSES to formulate the problem using DSML in the problem domain

and enables formal analysis and automatic implementation of the decision model in the solution domain.

关键词

Keywords

references

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