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A unifying framework for homogeneous model composition

机译:同类模型组成的统一框架

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摘要

The growing use of models for separating concerns in complex systems has lead to a proliferation of model composition operators. These composition operators have traditionally been defined from scratch following various approaches differing in formality, level of detail, chosen paradigm, and styles. Due to the lack of proper foundations for defining model composition (concepts, abstractions, or frameworks), it is difficult to compare or reuse composition operators. In this paper, we stipulate the existence of a unifying framework that reduces all structural composition operators to structural merging, and all composition operators acting on discrete behaviors to event scheduling. We provide convincing evidence of this hypothesis by discussing how structural and behavioral homogeneous model composition operators (i.e., weavers) can be mapped onto this framework. Based on this discussion, we propose a conceptual model of the framework and identify a set of research challenges, which, if addressed, lead to the realization of this framework to support rigorous and efficient engineering of model composition operators for homogeneous and eventually heterogeneous modeling languages.
机译:在复杂系统中,越来越多地使用模型来分离关注点已经导致模型组合算子的激增。传统上,这些构图运算符是按照各种形式,详细程度,所选范式和样式不同的方法从头开始定义的。由于缺少用于定义模型组合(概念,抽象或框架)的适当基础,因此很难比较或重用组合运算符。在本文中,我们规定了一个统一框架的存在,该框架将所有结构组合算子减少为结构合并,而所有对离散行为起作用的组合算子都可以进行事件调度。通过讨论如何将结构和行为同质的模型组合算子(即编织者)映射到此框架,我们提供了令人信服的证据。在此讨论的基础上,我们提出了框架的概念模型并确定了一系列研究挑战,如果解决这些挑战,将促成该框架的实现,以支持对均质和最终异质建模语言的模型组成运算符进行严格而有效的工程设计。

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