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A DSM-based multi-paradigm simulation modeling approach for complex systems

Xiaobo Li, Yonglin Lei, Weiping Wang, Wenguang Wang, Yifan Zhu
2013 2013 Winter Simulations Conference (WSC)  
, it provides domain specific language and environment support for conceptual modeling based on the model framework and formalisms.  ...  His research interest includes model driven engineering techniques for M&S, simulation-based system design and demonstration, and domain specific modeling.  ...  ACKNOWLEDGMENTS We thank the anonymous reviewers for their valuable suggestions.  ... 
doi:10.1109/wsc.2013.6721506 dblp:conf/wsc/LiL0WZ13 fatcat:ykqemmo5zfhcrhwrturkxlyft4

Model Driven Combat Effectiveness Simulation Systems Engineering

Zhi Zhu, Yonglin Lei, Yifan Zhu
2020 Defence Science Journal  
Model-driven engineering has become popular in the combat effectiveness simulation systems engineering during these last years.  ...  As a proof of concept, we identify a set of ontology-aware modelling frameworks in combat systems specification, then an underwater targets search scenario is presented as a motivating example for running  ...  CASE STUDY This section describes a motivating example of combat effectiveness simulation systems (CESS) engineering process to illustrate the semantic composability of simulation models based on the proposed  ... 
doi:10.14429/dsj.70.12777 fatcat:l26lvbyx4zg7bolkhejdssstqe

Software Frameworks for Model Composition

Mikel D. Petty, Jungyoon Kim, Salvador E. Barbosa, Jai-Jeong Pyun
2014 Modelling and Simulation in Engineering  
Specialized types of software frameworks are those specifically intended to support the composition of models or other components within a simulation system.  ...  Such frameworks are intended to simplify the process of assembling a complex model or simulation system from simpler component models as well as to promote the reuse of the component models.  ...  Acknowledgments Funding for the preparation of this paper and the project it is based on was provided by the Republic of Korea's Agency for Defense Development and REALTIMEVISUAL Inc.  ... 
doi:10.1155/2014/492737 fatcat:up7z5qzq2rehbpl3guixft62by

UML-based combat effectiveness simulation system modeling within MDE

2018 Journal of Systems Engineering and Electronics  
To reduce complexity, the combat effectiveness simulation system (CESS) is often decomposed into static structure, physical behavior, and cognitive behavior, and model abstraction is layered onto domain  ...  This study concentrates on the specification of CESS's physical behaviors at the DIK level of abstraction, and proposes a model driven framework for efficiently developing simulation models within model-driven  ...  system (WESS) [32] ), and unified simulation protocol (e.g., HLA [10] ) based methods, then proposed a model framework based domain specific composable modeling method to realize composable and multi-domain  ... 
doi:10.21629/jsee.2018.06.07 fatcat:qzeqre4f2nau3n5cs2grwmnio4

An ontological metamodeling framework for semantic simulation model engineering

Lei Yonglin, Zhu Zhi, Li Qun
2020 Journal of Systems Engineering and Electronics  
As a proof of concept, this paper takes the combat effectiveness simulation systems as a motivating case, uses the proposed framework to define a set of ontological composable modeling frameworks, and  ...  presents an underwater targets search scenario for running simulations and analyzing results.  ...  Therefore, some domain specific simulation systems or platforms such as extended air defense system (EADSIM) [9] , system effectiveness analysis simulation (SEAS) [10] , and joint mission effectiveness  ... 
doi:10.23919/jsee.2020.000032 fatcat:wfah43gsr5dx7m7qwhnjsghv44

Using Ontologies for Simulation Modeling

Perakath Benjamin, Mukul Patki, Richard Mayer
2006 Proceedings of the 2006 Winter Simulation Conference  
The paper concludes by describing an ontology-based solution framework for simulation modeling and analysis and outlining the benefits of this solution approach.  ...  Ontological analysis has been shown to be an effective first step in the construction of robust knowledge based systems.  ...  AN ONTOLOGY-BASED FRAMEWORK FOR SIMULATION MODELING AND ANALYSIS In this section we outline the architecture of an Ontologydriven Simulation Modeling Framework (OSMF) solution that provides a "visual programming  ... 
doi:10.1109/wsc.2006.323206 dblp:conf/wsc/BenjaminPM06 fatcat:k3ekdhzfpjhvzowuxlbfuvukai

HEAP-Based Defense Modeling and Simulation Methodology

Yong-Jun YOU, Sung-Do CHI, Jae-Ick KIM
2013 IEICE transactions on information and systems  
This paper proposes an agent-based modeling and simulation methodology for analyzing the tactical and operational effectiveness of warfare environment.  ...  To do this, we adopt the advanced agent modeling principle, HEAP (Hierarchical Encapsulation and Abstraction Principle), as well as the hierarchical modeling and simulation framework, SES/MB (System Entity  ...  Acknowledgements This research was supported by DAPA (Defense Acquisition Program Administration) and ADD (Agency for Defense Development) in Korea (UD100004KD and UD110040DD).  ... 
doi:10.1587/transinf.e96.d.655 fatcat:4xnmfwsw3rbjxiyn3fhacox5ve

C-MAP: Framework for Multi-agent Planning in Cyber Physical Systems [chapter]

Sumant Mukherjee, Santunu Chaudhury
2013 Lecture Notes in Computer Science  
In this paper we propose a novel multi-agent planning framework that attempts to deal with dynamic nature of cyber physical system while planning and show usefulness of our approach in exploring different  ...  proposed approach use multiagent planners at different layers of abstraction to collaborate by using concepts of task sharing, brokering of task allocation, continuous adaptive planning and blackboard based  ...  Combat is modeled as complex adaptive system where combat forces are visualized to be composed of large numbers of nonlinearly interacting parts.  ... 
doi:10.1007/978-3-642-45062-4_32 fatcat:7vlr4533sbb67pgi4rvs3s3gdq

Using ontologies for simulation integration

Perakath Benjamin, Kumar Akella, Ajay Verma
2007 2007 Winter Simulation Conference  
This paper describes the motivations, methods, and solution concepts for the use of ontologies for simulation model integration.  ...  AJAY VERMA is a research scientist at Knowledge Based Systems, Inc. (KBSI) since 2000. Dr.  ...  Once the component simulation models have been developed, there is a need for mechanisms to assemble a simulation model of the entire target system in a manner that ensures accomplishment of system performance  ... 
doi:10.1109/wsc.2007.4419707 dblp:conf/wsc/BenjaminAV07 fatcat:vjhrv34c55eyzgnouirreyhlam

Tactics Exploration Framework based on Genetic Programming

Jian Yao, Weiping Wang, Zhifei Li, Yonglin Lei, Qun Li
2017 International Journal of Computational Intelligence Systems  
Engagement-level simulation is a quantitative way to evaluate the effectiveness of weapon systems before construction and acquisition, minimizing the risk of investment.  ...  In this work, we proposed a tactics exploration framework (TEF) that applied grammar-based genetic programming (GP) to generating and evolving tactics in the engagementlevel simulation.  ...  The authors acknowledge Qiwang Huang for his detailed and helpful advices to the paper.  ... 
doi:10.2991/ijcis.2017.10.1.53 fatcat:gzfuhrclhndltmcc3janor5huu

Demonstration of Weapon System Requirements Based on System Engineering

Cai Zhuohan
2021 E3S Web of Conferences  
Based on the thoughts and methods of system engineering, this paper explore a new model of weapon equipment system demand demonstration.  ...  The method and related system structure products clarify its practicability and effectiveness, and provide theoretical method support for the demonstration of weapon equipment system requirements and top-level  ...  Based on this research framework, a multiperspective and multi-resolution requirements demonstration model for the weapon equipment system can be established to standardize the requirements demonstration  ... 
doi:10.1051/e3sconf/202125303007 doaj:82bfb7cfae6c429cbf2b73a3d59e4937 fatcat:lybdlpf4tbfutf74j45ph5p4ba

Adaptive CGFs Based on Grammatical Evolution

Jian Yao, Qiwang Huang, Weiping Wang
2015 Mathematical Problems in Engineering  
In an effort to overcome these limitations and move toward more true-to-life scenarios, a study using grammatical evolution (GE) to generate adaptive CGFs for air combat simulations has been conducted.  ...  Computer generated forces (CGFs) play blue or red units in military simulations for personnel training and weapon systems evaluation.  ...  The experiments were conducted with the Weapon Effectiveness Simulation System (WESS), a simulation platform for equipment effectiveness analysis [25] .  ... 
doi:10.1155/2015/197306 fatcat:sotc7lgbtrf4vjusv4crj22ssq

Object-oriented Battlefield Environment Simulation Process Object Model Based on Task-driven

Jie ZHU,Xiong YOU,Qing XIA,Hongjun ZHANG
2019 Journal of Geodesy and Geoinformation Science  
Therefore, a kind of task-orientated battlefield environment simulation process model needs to be construed to effectively analyze the key information demands of the command and control system.  ...  In the end, the battlefield environment simulation platform modules are designed and applied based on this model, verifying that the model can effectively express the real-time dynamic correlation between  ...  process domain Struct SimPositionꎻ ∥location information of simula ̄ tion process domain Data Sim _ Beginꎻ ∥ effective start time of simulation process Data Sim _ Endꎻ ∥ effective time for termination  ... 
doi:10.11947/j.jggs.2019.0304 doaj:839afc0133ab40e58bc7f555f0d62cf0 fatcat:khczqgr5v5c65djokfigv5ondi

A survey on C4ISR system architecture technique

Wang Mingqian, Cao Shuai
2020 Global Journal of Engineering and Technology Advances  
C 4 ISR system becomes networking, service oriented and intelligent.  ...  C 4 ISR systems are required to possess higher capability of situation awareness and coordination decision-making due to the integrative joint operations.  ...  But.It is a complex system modeling for C 4 ISR, which does not provide elements and relationships in the specific domain of C 4 ISR Type, that is, no UML-based architectural metamodel is provided. iv.  ... 
doi:10.30574/gjeta.2020.2.3.0019 fatcat:jtbzp63cyrbypl5p7l4rqxsb4q

Simulation Testing of Maritime Cyber-Physical Systems: Application of Model-View-ViewModel

Dong-Chul Lee, Kyung-Min Seo, Hee-Mun Park, Byeong Soo Kim
2022 Complexity  
Three types of models were designed for the simulation testing of the NCS: a combat-management model for simulating the overall computational activities, physical models to confirm the intrasubsystem behaviors  ...  The targeted system in the study is a naval combat system (NCS), which is a typical type of defense cyber-physical system (CPS).  ...  In addition, as the methods were developed to enhance general modeling indices, e.g., model composability and reusability, the authors were not interested in basing the model components on a realistic  ... 
doi:10.1155/2022/1742772 doaj:1b674ec5bd2f4e2489d80f5dd60e5814 fatcat:k5tegafjt5aztgmpynumwpir34
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