Genetic programming for Reverse Engineering

Genetic programming for Reverse Engineering
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逆向工程的遗传编程

DOI:
10.1109/wcre.2013.6671274
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发表时间:
2013
期刊:
2013 20th Working Conference on Reverse Engineering (WCRE)
影响因子:
--
通讯作者:
Westley Weimer
Westley Weimer
中科院分区:
--
文献类型:
--
作者:
M. Harman;W. Langdon;Westley Weimer

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本文概述了基于搜索的软件工程(SBSE)在逆向工程中的应用,特别强调了逆向工程中遗传编程和遗传改进的最新发展日益重要。这包括 SBSE 的重新模块化、重构、回归测试、语法保留切片和依赖性分析、概念分配和功能定位、错误修复和代码迁移方面的工作。我们还探索使用 GP 和 GI 进行部分评估、无定形切片和产品线的研究新方向的可能性,特别关注代码移植。本文是 Mark Harman 在第 20 届逆向工程工作会议 (WCRE 2013) 上发表的主题演讲的一部分。
This paper overviews the application of Search Based Software Engineering (SBSE) to reverse engineering with a particular emphasis on the growing importance of recent developments in genetic programming and genetic improvement for reverse engineering. This includes work on SBSE for remodularisation, refactoring, regression testing, syntax-preserving slicing and dependence analysis, concept assignment and feature location, bug fixing, and code migration. We also explore the possibilities for new directions in research using GP and GI for partial evaluation, amorphous slicing, and product lines, with a particular focus on code transplantation. This paper accompanies the keynote given by Mark Harman at the 20th Working Conference on Reverse Engineering (WCRE 2013).
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影响因子: 7.4
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