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A Gearbox Approach to Automated
Mechanism Design
Pinching Niu1,2,, Kai Cai2, and Simon Parsons2,3
13School of Computer Science, University of Birmingham
Easton, Birmingham B15 2TT, UK
2
Department
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What is automated design of grey-box?
Automated design of grey-box refers to a design methodology that combines white-box and black-box strategies, allowing for system optimizations using both internal knowledge and external behavior metrics.
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Entities engaged in development or manufacturing that utilize automated grey-box design processes may be required to file documentation related to these practices, typically including product developers, engineers, or firms involved in software design.
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To fill out automated design of grey-box, one must complete a designated form that includes project details, associated algorithms, design methodologies, and compliance checks pertinent to regulations.
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The purpose of automated design of grey-box is to achieve a more efficient design process by leveraging both known internal parameters and external performance measures to optimize functionality and development time.
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Information that must be reported includes design specifications, methodologies employed, performance metrics, compliance with relevant standards, and any potential risks identified during the design process.
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