通过模块化图形用户界面架桥理论与实践

Frederik Rehbach, Jörg Stork, T. Bartz-Beielstein
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引用次数: 0

摘要

最先进的进化算法和相关的搜索启发式算法非常适合解决工业问题。不幸的是,许多算法都不能使用易于使用的图形用户界面(GUI)。我们声称,设计良好的gui的可用性可能会增加这些算法在现实世界领域的接受度。本文介绍的spotGUI r包为已经完善的SPOT包提供了一个GUI。它包括最先进的算法和建模技术,无需优化或编程知识即可使用。在工业和教育中使用spotGUI,带来了第一个有希望的结果。
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Bridging Theory and Practice Through Modular Graphical User Interfaces
State-of-the-art evolutionary algorithms and related search heuristics are well suited to solve problems from industry. Unfortunately, easy to use graphical user interfaces (GUI) are not available for many algorithms. We claim that the availability of well-designed GUIs might increase the acceptance of these algorithms in the real-world domain. The spotGUI R-package, which is introduced in this paper, provides a GUI for the already well-established SPOT package. It includes state-of-the-art algorithms and modeling techniques that can be used without the requirement of optimization or programming knowledge. Using the spotGUI in industry, as well as education, delivered first promising results.
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