New Concepts in Graphic Visualization of Objective Functions

P. A. Simionescu, D. Beale
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引用次数: 11

Abstract

A method of inspecting the design space of multivariable objective functions is proposed. By scanning 1 or 2 of the variables at a constant step while partially minimizing or maximizing the function with respect to the remaining variables, sets of points are generated that can be fiarther used in producing 2D or 3D diagrams. A number of examples are given for showing the usefialness of the method in studying the design space of objective functions and of the constraint activity. All graphs are produced with an in-house program that allows generation of logarithmically spaced level-curve diagrams and accurately truncating fimction surfaces over the z-axis at specified heights.
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目标函数图形可视化中的新概念
提出了一种检测多变量目标函数设计空间的方法。通过以恒定步长扫描1或2个变量,同时相对于其余变量部分最小化或最大化函数,生成可进一步用于生成2D或3D图表的点集。通过实例说明了该方法在研究目标函数和约束活动的设计空间方面的有效性。所有图形都是用内部程序生成的,该程序允许生成对数间隔的水平曲线图,并在指定高度上精确截断z轴上的函数面。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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New Concepts in Graphic Visualization of Objective Functions Model Validation via Uncertainty Propagation Using Response Surface Models
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