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LAST-MODIFIED:20130519T161512
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SUMMARY:SCS Talk: Claire LeGoues\, Univ. of Virginia
DESCRIPTION:Claire LeGoues\nPhD Candidate\, Computer Science\, University of Virginia\nAutomatic Program Repair Using Genetic Programming\n"Everyday\, almost 300 bugs appear...far too many for only the Mozilla programmers to handle" --Mozilla developer\, 2005\n&nbsp;Software quality is a pernicious problem. Although 40 years of software engineering research has provided developers considerable debugging support\, actual bug repair remains a predominantly manual\, and thus expensive and time-consuming\, process.&nbsp; I will describe GenProg\, a technique that uses evolutionary computation to automatically fix software bugs. My empirical evidence demonstrates that GenProg can quickly and cheaply fix a large proportion of real-world bugs in open-source C programs.&nbsp; I will also briefly discuss the atypical evolutionary search space of the automatic program repair problem\, and the ways it has challenged assumptions about software defects.\nBio:&nbsp;Claire Le Goues is a Ph.D. candidate in Computer Science at the University of Virginia.&nbsp; Her research interests lie in the intersection of software engineering and programming languages\, with a particular focus on software quality and automated error repair.&nbsp; Her work on automatic program repair has been recognized with Gold and Bronze designations at the 2009 and 2012 ACM SIGEVO "Humies" awards for Human-Competitive Results Produced by Genetic and Evolutionary Computation and several distinguished and featured paper awards.\n
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CREATED:20130123T141510
DTSTAMP:20130123T141510
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