Genetic improvement for adaptive software engineering (keynote)

Genetic improvement for adaptive software engineering (keynote)
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自适应软件工程的遗传改进(主题演讲)

DOI:
10.1145/2593929.2600116
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发表时间:
2014
期刊:
Companion Proceedings of the 36th International Conference on Software Engineering
影响因子:
--
通讯作者:
Fan Wu
Fan Wu
中科院分区:
--
文献类型:
--
作者:
M. Harman;Yue Jia;W. Langdon;J. Petke;Iman Hemati Moghadam;S. Yoo;Fan Wu

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本文简要概述了在线遗传改善方法。我们认为,可以利用遗传改善的现有进展来支持适应性。我们用“梦想智能设备”示例说明了我们提出的方法,该方法结合了在线机器学习和优化。
This paper presents a brief outline of an approach to online genetic improvement. We argue that existing progress in genetic improvement can be exploited to support adaptivity. We illustrate our proposed approach with a 'dreaming smart device' example that combines online and offline machine learning and optimisation.
DOI: 10.1109/icstw.2011.100
发表时间: 2011-03
期刊: 2011 IEEE Fourth International Conference on Software Testing, Verification and Validation Workshops
影响因子: --
作者:
Phil McMinn
通讯作者: Phil McMinn