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arXiv 0712.3973cs.NE
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GUIDE:通过图形用户界面统一进化引擎

GUIDE: Unifying Evolutionary Engines through a Graphical User Interface

Pierre Collet, Marc Schoenauer

摘要:

在过去的30年里,各种各样的进化算法(EA)已经在文献中描述。然而,尽管它们中的大多数共享共同的结构,但是没有现有的软件包允许用户通过简单地改变一些参数(例如,在图形用户界面的单个窗口中)来实际地从一个模型转换到另一个模型。本文介绍了GUIDE,图形用户界面的梦想实验,除其他用户友好的功能,统一到一个单一的面板,进化参数的各种EA。这样的窗口既可以用来询问一个众所周知的现成的算法,也可以很容易地探索尚未研究过的新组合。将所有必要的元素分组来描述几乎所有类型的EA的另一个优点是,它创建了一个梦幻般的教学工具来向学生和该领域的新手教授EA。

英文摘要:

Many kinds of Evolutionary Algorithms (EAs) have been described in the literature since the last 30 years. However, though most of them share a common structure, no existing software package allows the user to actually shift from one model to another by simply changing a few parameters, e.g. in a single window of a Graphical User Interface. This paper presents GUIDE, a Graphical User Interface for DREAM Experiments that, among other user-friendly features, unifies all kinds of EAs into a single panel, as far as evolution parameters are concerned. Such a window can be used either to ask for one of the well known ready-to-use algorithms, or to very easily explore new combinations that have not yet been studied. Another advantage of grouping all necessary elements to describe virtually all kinds of EAs is that it creates a fantastic pedagogic tool to teach EAs to students and newcomers to the field.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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