基于范畴理论的多模态系统设计集成

Yaniv Mordecai, A. Engel
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引用次数: 0

摘要

系统工程规程监督系统的概念、逻辑和物理集成。协作心态是复杂系统概念、逻辑和物理集成的关键成功因素。目前,跨企业的混合设计方法(特别是特别的协作,如跨行业项目、公私伙伴关系、公司合并和涉及多个学科的日常项目)可能导致数字化、自动化和模型驱动设计的孤岛或峡谷。主要依赖非正式或半正式沟通或交换图表和文档的团队可能会发现,扩展和维护多学科系统的质量是极其困难的。我们提出了一种方法来减少协作多模式设计项目的差异和不一致,这依赖于范畴理论-一个表示和转换的数学理论。分类多模态设计(CMD)为分类概念在设计活动中的采用和实施定义了一个严格的过程,并提供了实用和易于使用的工具来创建跨多个设计学科的集成方案。因此,CMD降低了系统设计师和工程师进入正式范式的门槛,他们可能需要生成或处理系统级概念表示,但可能没有这样做的手段。我们展示了CMD如何应用于设计具有双重商用和军用航空用例的乘客计数系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multimodal System Design Integration Using Category Theory
Systems Engineering discipline oversees the system’s conceptual, logical, and physical integration. A collaborative mindset is a key success factor for complex systems' conceptual, logical, and physical integration. Currently, hybrid design methodologies across the enterprise (particularly ad-hoc collaborations such as cross-industry programs, public-private partnerships, corporate mergers, and everyday projects involving multiple disciplines) may result in islands or canyons of digitalization, automation, and model-driven design. Teams that rely mostly on informal or semiformal communication or exchange diagrams and documents may find it extremely hard to scale up and maintain the quality of multidisciplinary systems. We propose a method to decrease disparity and misalignment in Collaborative Multimodal Design projects, which relies on Category Theory – a mathematical theory of representations and transformations. Categorical Multimodal Design (CMD) defines a rigorous process for categorical concepts adoption and implementation in design activities and provides practical and easy-to-use tools to create integration schemes across multiple design disciplines. CMD thus lowers the entry barriers into formal paradigms for systems designers and engineers who may need to generate or process system-level concept representations but may not have the means to do so. We show how CMD can be applied in designing a passenger counting system with dual commercial and military aviation use cases.
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