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arXiv 2201.06922cs.CYcs.SYeess.SY
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计算理性工程与开发:协同与机遇

Computational Rational Engineering and Development: Synergies and Opportunities

Ramses Sala

摘要:

计算机技术和计算方法的研究和发展为计算机辅助工程(CAE)和工业工程带来了各种有价值的工具。然而,尽管计算能力和人工智能(AI)方法呈指数级增长,但许多关于设计、工程和开发的控制论自动化的有远见的观点尚未成功实现。虽然工业4.0等当代研究趋势和运动主要针对制造和生产中的连接自动化的进展,但本文的目标是调查进展并制定针对工程开发过程自动化和智能化的观点。基于一个跨学科的小型审查,这项工作确定了开放的挑战,协同作用和研究机会,实现资源节约型的合作工程和开发系统。为了超越传统的以人为中心的、基于工具的CAE方法,实现计算智能驱动的开发过程,建议将计算合理性的框架扩展到设计、工程和开发中的挑战。

英文摘要:

Research and development in computer technology and computational methods have resulted in a wide variety of valuable tools for Computer-Aided Engineering (CAE) and Industrial Engineering. However, despite the exponential increase in computational capabilities and Artificial Intelligence (AI) methods, many of the visionary perspectives on cybernetic automation of design, engineering, and development have not been successfully pursued or realized yet. While contemporary research trends and movements such as Industry 4.0 primarily target progress by connected automation in manufacturing and production, the objective of this paper is to survey progress and formulate perspectives targeted on the automation and autonomization of engineering development processes. Based on an interdisciplinary mini-review, this work identifies open challenges, synergies, and research opportunities towards the realization of resource-efficient cooperative engineering and development systems. In order to go beyond conventional human-centered, tool-based CAE approaches and realize Computational Intelligence Driven Development processes, it is suggested to extend the framework of Computational Rationality to challenges in design, engineering and development.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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