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

作　　者：Xiao-bo LI Yong-lin LEI Hans VANGHELUWE Wei-ping WANG Qun LI 

机构地区：[1]Institute of Simulation Engineering,College of Information Systems and Management,National University of Defense Technology [2]Department of Mathematics and Computer Science,University of Antwerp

出　　处：《Journal of Zhejiang University-Science C(Computers and Electronics)》2013年第5期311-331,共21页浙江大学学报C辑（计算机与电子（英文版）

基　　金：Project (Nos. 61273198, 91024015, 61074107, 60974073,60974074, and 71031007) supported by the National Natural Science Foundation of China

摘　　要：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.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 verifi- cation 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：Multi-paradigm modeling (MPM) Decision modeling Domain-specific modeling (DSM) Effectiveness measurement Model transformation 

分 类 号：TP391.9[自动化与计算机技术—计算机应用技术]