Search-based software engineering: Difference between revisions

Revision as of 16:53, 4 December 2019

Revision as of 12:50, 18 December 2019

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| date = 2001-12-15

| citeseerx = 10.1.1.143.9716

}}</ref> The research community grew to include more than 800 authors by 2013, spanning approximately 270 institutions in 40 countries.<ref>{{Cite journal|last=Harman|first=Mark|last2=Mansouri|first2=S. Afshin|last3=Zhang|first3=Yuanyuan|date=2012-11-01|title=Search-based software engineering: Trends, techniques and applications|url=http://dl.acm.org/citation.cfm?doid=2379776.2379787|journal=ACM Computing Surveys|language=en|volume=45|issue=1|pages=1–61|doi=10.1145/2379776.2379787}}</ref>

==Application areas==

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| date = 2001-12-15

| citeseerx = 10.1.1.102.6016

}}</ref><ref>{{Cite journal|last=Räihä|first=Outi|date=2010-11-01|title=A survey on search-based software design|url=http://www.sciencedirect.com/science/article/pii/S1574013710000390|journal=Computer Science Review|volume=4|issue=4|pages=203–249|doi=10.1016/j.cosrev.2010.06.001|issn=1574-0137}}</ref> [[Code refactoring|refactoring]],<ref>{{Cite journal|last=Mariani|first=Thainá|last2=Vergilio|first2=Silvia Regina|date=2017-03-01|title=A systematic review on search-based refactoring|url=http://www.sciencedirect.com/science/article/pii/S0950584916303779|journal=Information and Software Technology|volume=83|pages=14–34|doi=10.1016/j.infsof.2016.11.009|issn=0950-5849}}</ref> [[software development|development]],<ref>

{{Cite journal

| doi = 10.1016/j.ins.2006.12.020

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===Optimizing software===

The use of SBSE in [[program optimization]], or modifying a piece of software to make it more efficient in terms of speed and resource use, has been the object of successful research.<ref>{{cite journal |last1=Memeti |first1=Suejb |last2=Pllana |first2=Sabri |last3=Binotto |first3=Alecio |last4=Kolodziej |first4=Joanna |last5=Brandic |first5=Ivona |author5-link= Ivona Brandić |title=Using meta-heuristics and machine learning for software optimization of parallel computing systems: a systematic literature review |journal=Computing |volume=101 |issue=8 |date=2018 |pages=893–936 |doi=10.1007/s00607-018-0614-9 |arxiv=1801.09444 |bibcode=2018arXiv180109444M }}</ref> In one instance, a 50,000 line program was genetically improved, resulting in a program 70 times faster on average.<ref>

{{Cite journal

| last = Langdon