Using Domain Specific Language for modeling and simulation: ScalaTion as a case study

J. Miller, Jun Han, M. Hybinette
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引用次数: 36

Abstract

Progress in programming paradigms and languages has over time influenced the way that simulation programs are written. Modern object-oriented, functional programming languages are expressive enough to define embedded Domain Specific Languages (DSLs). The Scala programming language is used to implement ScalaTion that supports several popular simulation modeling paradigms. As a case study, ScalaTion is used to consider how language features of object-oriented, functional programming languages and Scala in particular can be used to write simulation programs that are clear, concise and intuitive to simulation modelers. The dichotomy between “model specification” and “simulation program” is also considered both historically and in light of the potential narrowing of the gap afforded by embedded DSLs.
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使用领域特定语言进行建模和仿真:扩展作为案例研究
随着时间的推移,编程范式和语言的进步影响了模拟程序的编写方式。现代面向对象的函数式编程语言具有足够的表达能力来定义嵌入式领域特定语言(dsl)。Scala编程语言用于实现支持几种流行的仿真建模范例的ScalaTion。作为一个案例研究,ScalaTion被用来考虑如何使用面向对象、函数式编程语言,特别是Scala的语言特性来编写对仿真建模者来说清晰、简洁和直观的仿真程序。“模型规范”和“仿真程序”之间的二分法也被认为是历史上的,并且考虑到嵌入式dsl所提供的差距可能会缩小。
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