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VISUALIZATION OF MULTIDIMENSIONAL DESIGN AND OPTIMIZATION DATA USING CLOUD VISUALIZATION

机译:云可视化可视化多维设计和优化数据

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As our ability to generate more and more data for increasingly large engineering models improves, the need for methods for managing that data becomes greater. Information management from a decision-making perspective involves being able to capture and represent significant information to a designer so that they can make effective and efficient decisions. However, most visualization techniques used in engineering, such as graphs and charts, are limited to two-dimensional representations and at most three-dimensional representations. In this paper, we present a new visualization technique to capture and represent engineering information in a multidimensional context. The new technique, Cloud Visualization, is based upon representing sets of points as clouds in both the design and performance spaces. The technique is applicable to both single and multi-objective optimization problems and the relevant issues with each type of problem are discussed. A multi-objective case study is presented to demonstrate the application and usefulness of the Cloud Visualization techniques.
机译:随着我们为越来越大的工程模型产生越来越多的数据的能力提高,需要管理该数据的方法变得更大。决策角度的信息管理涉及能够捕获并代表设计师的重要信息,以便他们可以做出有效和有效的决策。然而,在工程中使用的大多数可视化技术,例如图形和图表,仅限于二维表示和最多三维表示。在本文中,我们提出了一种新的可视化技术来在多维背景下捕获和代表工程信息。新技术云可视化,基于设计和性能空间中的云表示一组点。该技术适用于单个和多目标优化问题,并讨论了每种问题的相关问题。提出了一种多目标案例研究以证明云可视化技术的应用和有用性。

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