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Rational design theory: A decision-based foundation for studying design methods.

机译:理性设计理论:研究设计方法的基于决策的基础。

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摘要

While design theories provide a foundation for representing and reasoning about design methods, existing design theories do not explicitly include uncertainty considerations or recognize tradeoffs between the design artifact and the design process. These limitations prevent the existing theories from adequately describing and explaining observed or proposed design methods.;In this thesis, Rational Design Theory is introduced as a normative theoretical framework for evaluating prescriptive design methods. This new theory is based on a two-level perspective of design decisions in which the interactions between the artifact and the design process decisions are considered. Rational Design Theory consists of normative decision theory applied to design process decisions, and is complemented by a decision-theory-inspired conceptual model of design.;The application of decision analysis to design process decisions provides a structured framework for the qualitative and quantitative evaluation of design methods. The qualitative evaluation capabilities are demonstrated in a review of the systematic design method of Pahl and Beitz. The quantitative evaluation capabilities are demonstrated in two example problems. In these two quantitative examples, Value of Information analysis is investigated as a strategy for deciding when to perform an analysis to gather additional information in support of a choice between two design concepts. Both quantitative examples demonstrate that Value of Information achieves very good results when compared to a more comprehensive decision analysis that allows for a sequence of analyses to be performed.
机译:尽管设计理论为表示和推理设计方法提供了基础,但是现有的设计理论并未明确包括不确定性考虑因素,也没有认识到设计工件与设计过程之间的折衷。这些限制使现有理论无法充分描述和解释所观察或提议的设计方法。在本文中,引入了理性设计理论作为评估规范设计方法的规范理论框架。这一新理论基于设计决策的两级视角,其中考虑了工件与设计过程决策之间的相互作用。理性设计理论由适用于设计过程决策的规范决策理论组成,并辅之以受决策理论启发的设计概念模型。决策分析在设计过程决策中的应用为定性和定量评估提供了结构化的框架。设计方法。定性评估能力在Pahl和Beitz的系统设计方法的综述中得到了证明。在两个示例问题中展示了定量评估功能。在这两个定量示例中,研究了信息价值分析,作为决定何时执行分析以收集更多信息以支持在两个设计概念之间进行选择的策略。两个定量示例都表明,与更全面的决策分析(允许执行一系列分析)相比,信息价值实现了非常好的结果。

著录项

  • 作者

    Thompson, Stephanie C.;

  • 作者单位

    Georgia Institute of Technology.;

  • 授予单位 Georgia Institute of Technology.;
  • 学科 Engineering Mechanical.;Operations Research.
  • 学位 Ph.D.
  • 年度 2011
  • 页码 265 p.
  • 总页数 265
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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