基于突变的电子表格调试

Birgit Hofer, F. Wotawa
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引用次数: 6

摘要

电子表格是终端用户编程最突出的例子。不幸的是,电子表格经常包含错误。电子表格可能非常复杂,可能包含数千个公式。因此,调试电子表格可能是一项令人沮丧的工作。在本文中,我们将解释如何使用遗传编程来自动调试电子表格。因此,我们采用了一种从软件调试领域到电子表格领域的自动修复方法。在最初的经验评估中,我们表明遗传编程可以用于调试电子表格:对于超过55%的电子表格,遗传编程能够找到修复。
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Mutation-based spreadsheet debugging
Spreadsheets are the most prominent example of end-user programming. Unfortunately, spreadsheets often contain faults. Spreadsheets can be very complex and can contain several thousand formula. Therefore, debugging of spreadsheets can be a frustrating job. In this paper, we explain how genetic programming can be used to automatically debug spreadsheets. Therefore, we adapt an automatic repair approach from the software debugging domain to the spreadsheet domain. In an initial empirical evaluation, we show that genetic programming can be used to debug spreadsheets: For more than 55% of the spreadsheets, genetic programming is able to find a repair.
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