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Citation bot (talk | contribs) m Alter: template type, url, title. Add: title, volume, series, isbn, hdl, citeseerx. Removed accessdate with no specified URL. Converted bare reference to cite template. Removed parameters. | You can use this bot yourself. Report bugs here. | User-activated. |
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| journal = [[IEE Proceedings - Software]]
| year = 2003
| citeseerx = 10.1.1.144.3059
}}</ref>
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| date = 2001-12-15
| url = http://www.sciencedirect.com/science/article/pii/S0950584901001896
| 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.{{Citation needed|date=October 2013}}
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| title = Search-based software test data generation: a survey
| journal = Software Testing, Verification and Reliability
| year = 2004
| citeseerx = 10.1.1.122.33
}}</ref> Search techniques have been applied to other [[software engineering]] activities, for instance, [[requirements analysis]],<ref>
{{Cite journal
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| date = 2004-03-15
| url = http://www.sciencedirect.com/science/article/pii/S095058490300140X
| citeseerx = 10.1.1.195.321
}}</ref><ref>{{Cite conference
| doi = 10.1109/SBES.2009.23
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| date = 2001-12-15
| url = http://www.sciencedirect.com/science/article/pii/S0950584901001951
| citeseerx = 10.1.1.102.6016
}}</ref> [[software development|development]],<ref>
{{Cite journal
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| date = 2007-06-01
| url = http://www.sciencedirect.com/science/article/pii/S0020025507000175
| hdl = 10630/8145
}}</ref> and [[software maintenance|maintenance]].<ref>
{{Cite conference
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Y. Zhang and M. Harman and S. L. Lim, "[http://www.cs.ucl.ac.uk/fileadmin/UCL-CS/images/Research_Student_Information/RN_11_12.pdf Search Based Optimization of Requirements Interaction Management]," Department of Computer Science, University College London, Research Note RN/11/12, 2011.
</ref>
<ref>{{cite
===Debugging and maintenance===
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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 |date=2018 |pages=
{{Cite journal
| last = Langdon
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| url = http://www0.cs.ucl.ac.uk/staff/w.langdon/ftp/papers/Langdon_2013_ieeeTEC.pdf
}}</ref>
A recent work by Basios et al. shows that by optimising the data structure, Google Guava found 9% improvement on execution time, 13% improvement on memory consumption and 4% improvement on CPU usage separately<ref>{{cite
===Project management===
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| ___location = New York, NY, USA
| series = GECCO '12
| year = 2012
}}</ref>
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|first2 = S.
|title = Predicting Regression Test Failures Using Genetic Algorithm-Selected Dynamic Performance Analysis Metrics
|url = https://rd.springer.com/chapter/10.1007/978-3-642-39742-4_13▼
|journal = Proceedings of the 5th International Symposium on Search-Based Software Engineering (SSBSE)
|volume = 8084
|pages = 158–171
|year = 2013
}}</ref> and [[EvoSuite]] <ref>(http://www.evosuite.org/)</ref> and [https://coverage.readthedocs.io/ Coverage], a code coverage measurement tool for Python<ref>{{Citation|last=others|first=Ned Batchelder and 100|title=coverage: Code coverage measurement for Python|url=https://bitbucket.org/ned/coveragepy|accessdate=2018-03-14}}
</ref>
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==Methods and techniques==
A number of methods and techniques are available, including:
* [[profiling (computer programming)|Profiling]]<ref>{{Cite web | url=http://java-source.net/open-source/profilers | title=Open Source Profilers in Java}}</ref> via [[instrumentation]] in order to monitor certain parts of a program as it is executed.
* Obtaining an [[abstract syntax tree]] associated with the program, which can be automatically examined to gain insights into its structure.
* Applications of [[program slicing]] relevant to SBSE include [[software maintenance]], [[Optimization (computer science)|optimization]] and [[Program analysis (computer science)|program analysis]].
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{{cite web
|url = http://shape-of-code.coding-guidelines.com/2013/10/18/programming-using-genetic-algorithms-isnt-that-what-humans-already-do/
|title = Programming using genetic algorithms:
|last = Jones
|first = Derek
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| title = Current challenges in automatic software repair
| journal = Software Quality Journal
| date = 2013-09-01
| citeseerx = 10.1.1.371.5784
}}
</ref>
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