Connectors of smart design and smart systems

IF 1.7 3区 工程技术 Q3 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Ai Edam-Artificial Intelligence for Engineering Design Analysis and Manufacturing Pub Date : 2021-04-19 DOI:10.1017/S0890060421000068
I. Horváth
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引用次数: 5

Abstract

Abstract Though they can be traced back to different roots, both smart design and smart systems have to do with the recent developments of artificial intelligence. There are two major questions related to them: (i) What way are smart design and smart systems enabled by artificial narrow, general, or super intelligence? and (ii) How can smart design be used in the realization of smart systems? and How can smart systems contribute to smart designing? A difficulty is that there are no exact definitions for these novel concepts in the literature. The endeavor to analyze the current situation and to answer the above questions stimulated an exploratory research whose first findings are summarized in this paper. Its first part elaborates on a plausible interpretation of the concept of smartness and provides an overview of the characteristics of smart design as a creative problem solving methodology supported by artificial intelligence. The second part exposes the paradigmatic features and system engineering issues of smart systems, which are equipped with application-specific synthetic system knowledge and reasoning mechanisms. The third part presents and elaborates on a conceptual model of AI-based couplings of smart design and smart systems. The couplings may manifest in various concrete forms in real life that are referred to as “connectors” in this paper. The principal types of connectors are exemplified and discussed. It has been found that smart design tends to manifest as a methodology of blue-printing smart systems and that smart systems will be intellectualized the enablers of implementation of smart design. Understanding the affordances of and creating proper connectors between smart design and smart systems need further explorative research.
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智能设计和智能系统的连接器
智能设计和智能系统虽然渊源不同,但都与人工智能的最新发展有关。与之相关的两个主要问题是:(i)人工狭义智能、通用智能或超级智能如何实现智能设计和智能系统?(ii)智能设计如何应用于智能系统的实现?智能系统如何为智能设计做出贡献?一个困难是,在文献中没有对这些新概念的确切定义。分析现状和回答上述问题的努力激发了一项探索性研究,本文对其初步发现进行了总结。第一部分详细阐述了智能概念的合理解释,并概述了智能设计作为一种由人工智能支持的创造性问题解决方法的特征。第二部分揭示了智能系统的范式特征和系统工程问题,智能系统配备了特定应用的综合系统知识和推理机制。第三部分提出并阐述了基于人工智能的智能设计与智能系统耦合的概念模型。这种联轴器在现实生活中可能以各种具体形式出现,本文将其称为“连接器”。举例说明并讨论了连接器的主要类型。人们已经发现,智能设计倾向于表现为智能系统蓝图的一种方法,智能系统将被智能化,成为智能设计实施的推动者。理解智能设计和智能系统之间的功能和创建适当的连接需要进一步的探索性研究。
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来源期刊
CiteScore
4.40
自引率
14.30%
发文量
27
审稿时长
>12 weeks
期刊介绍: The journal publishes original articles about significant AI theory and applications based on the most up-to-date research in all branches and phases of engineering. Suitable topics include: analysis and evaluation; selection; configuration and design; manufacturing and assembly; and concurrent engineering. Specifically, the journal is interested in the use of AI in planning, design, analysis, simulation, qualitative reasoning, spatial reasoning and graphics, manufacturing, assembly, process planning, scheduling, numerical analysis, optimization, distributed systems, multi-agent applications, cooperation, cognitive modeling, learning and creativity. AI EDAM is also interested in original, major applications of state-of-the-art knowledge-based techniques to important engineering problems.
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