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Coupling concepts for simulation:A systematic and comprehensive view and advantages with declarative models

International Journal of Modeling, Simulation, and Scientific Computing 2014年第2期5卷 158-174页

作者： Tuncer Oren School of Electrical Engineering and Computer Science University of Ottawa Ottawa OntarioCanada

A brief review of the importance of simulation-based engineering and science(including social sciences)is followed by a historic perspective of model-based *** 2 is on declarative modeling of component systems as well as its advantages for self-documentation and for computer-aided checks and *** an example for declarative modeling,General System Theory(GEST)implementor is *** Sec.3,basic concepts for coupling of component models,and rules for computer-assisted coupling specification are *** 4 is devoted to possible computerized checks in couplings of declarative models such as:(1)automatic unit checking to avoid meaning-less input/output matching at the time of coupling specification,(2)automatic threshold checking to provide warnings and/or to avoid disasters,and(3)automatic unit conversion for convenience of using library *** 5 is about several layers of nested couplings for modeling systems of *** Sec.6,two types of variable couplings are discussed:(1)couplings with variable connections(to allow input/output relations of models to depend on time or state conditions)and(2)coupling with variable component models(to allow component(or coupled)models to be switched based on time or state conditions).Section 7 is on the use of multimodels as component models in *** 8 is on types of inputs and their use in couplings as well as on exter-nal inputs to simulation *** Sec.9,conclusions and future work for complex systems are ***,the values of simulation systems engineering as well as understanding and avoidance of misunderstanding in cognitive and emotive simulations are *** A is a list of almost 50 types of couplings and Appendix B lists over 50 terms related with couplings in modeling and *** show the richness of“input”concept which is important in specification of input/output relations of component models,Appendix C lists almost 150 types of inputs.I

关键词： Declarative modeling coupling nested coupling variable coupling time-varying coupling types of model couplings multi-models in coupling endogenous inputs types of inputs

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