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ECONOMICAL EXPERIMENTATION VIA 'LEAN DESIGN'

机译:通过“精简设计”进行经济实验

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摘要

In industrial applications of design of experiments, practical constraints in resources such as budget, time, materials and manpower could lead to difficulties in completing an experiment even of moderate size. This problem can be addressed by an approach referred to as 'lean design', with which no more than a bare minimum number of response values are required, and the results of a lean design experiment can be improved incrementally up to a point identical to what can be obtained from a regular design. A numerical example illustrates both the principles and applications of this cost-effective approach to experimentation.
机译:在实验设计的工业应用中,预算,时间,材料和人力等资源的实际限制可能导致即使中等规模的实验也难以完成。可以通过一种称为“精益设计”的方法来解决此问题,该方法只需要很少的最小响应值即可,并且精益设计实验的结果可以逐步提高到与可以从常规设计中获得。数值示例说明了这种经济高效的实验方法的原理和应用。

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