设计优化中沉浸式人机交互计算模型的案例研究

D. Guzzetti
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引用次数: 0

摘要

虚拟现实可以将新的线索和启示纳入设计优化界面。设计师在视觉上与优化算法进行交互,以检查解决方案,定义搜索空间,并呈现折衷或结果。我们假设,人类过程界面的额外维度产生发现全局最优解的更高概率。为了验证这一假设,本工作为设计优化中基于视觉的过程交互开发了一个计算模型。该模型的灵感来自于视觉分析的Van Wijk模型。初步的数值结果支持这一假设。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Case Study of a Computational Model for Immersive Human-Process Interactions within Design Optimization
Virtual reality enables incorporating new cues and affordances into design optimization interfaces. Designers visually interact with optimization algorithms to examine solutions, define the search space, and present tradeoffs or outcomes. We hypothesize that additional dimensions of the human-process interface yield a higher probability of discovering the global optimal solution. To test this hypothesis, this work develops a computational model for visual-based process interactions in design optimization. The model is inspired by the Van Wijk model for visual analytics. Initial numerical results support the hypothesis.
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