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- Genetic_improvement_(computer_science) abstract "In computer software development, Genetic Improvement is the use of optimisation techniques,particularly search based software engineering techniques such as genetic programmingto improve existing software.The improved program need not behave identically to the original.For example, automatic bug fixing improves program code by removing buggy behaviour.In other cases the improved software should behave identically to the old versionbut is better because,for example:it runs faster,it uses less memory,it uses less energyorit runs on a different type of computer.GI differs from,for example,formal program translation,in that it primarily verifies the behaviour ofthe new mutant version by running both the new and the old software on test inputsand comparing their output and performance in order to see if the new software can still do what is wanted of the original program andis now better.Genetic improvement can be used to create multiple versions of programs,each tailored to be better for a particular useor for a particular computer.Genetic improvement can by used with Multi-objective optimizationto consider improving software along multiple dimensions orto consider trade-offs between several objectives,such as asking GI to evolve programs which trade speed againstthe quality of answers they give.Of course it may be possible to find programs which areboth faster and give better answers.Mostly Genetic Improvement makes changes (also known as mutations) tothe program's source code but sometimes the mutations are made toassembly code,byte codeor binary machine code.".
- Genetic_improvement_(computer_science) wikiPageExternalLink index.php?page=z15w1.
- Genetic_improvement_(computer_science) wikiPageExternalLink cec2016.
- Genetic_improvement_(computer_science) wikiPageExternalLink www.geneticimprovementofsoftware.com.
- Genetic_improvement_(computer_science) wikiPageID "48891770".
- Genetic_improvement_(computer_science) wikiPageLength "3278".
- Genetic_improvement_(computer_science) wikiPageOutDegree "23".
- Genetic_improvement_(computer_science) wikiPageRevisionID "698982088".
- Genetic_improvement_(computer_science) wikiPageWikiLink Assembly_language.
- Genetic_improvement_(computer_science) wikiPageWikiLink Automatic_bug_fixing.
- Genetic_improvement_(computer_science) wikiPageWikiLink Bytecode.
- Genetic_improvement_(computer_science) wikiPageWikiLink Category:Optimization_algorithms_and_methods.
- Genetic_improvement_(computer_science) wikiPageWikiLink Computer_memory.
- Genetic_improvement_(computer_science) wikiPageWikiLink Computer_program.
- Genetic_improvement_(computer_science) wikiPageWikiLink Custom_software.
- Genetic_improvement_(computer_science) wikiPageWikiLink Electrical_energy.
- Genetic_improvement_(computer_science) wikiPageWikiLink Formal_methods.
- Genetic_improvement_(computer_science) wikiPageWikiLink Genetic_programming.
- Genetic_improvement_(computer_science) wikiPageWikiLink Machine_code.
- Genetic_improvement_(computer_science) wikiPageWikiLink Mathematical_optimization.
- Genetic_improvement_(computer_science) wikiPageWikiLink Multi-objective_optimization.
- Genetic_improvement_(computer_science) wikiPageWikiLink Mutation_testing.
- Genetic_improvement_(computer_science) wikiPageWikiLink N-version_programming.
- Genetic_improvement_(computer_science) wikiPageWikiLink Program_code.
- Genetic_improvement_(computer_science) wikiPageWikiLink Search-based_software_engineering.
- Genetic_improvement_(computer_science) wikiPageWikiLink Software.
- Genetic_improvement_(computer_science) wikiPageWikiLink Software_bug.
- Genetic_improvement_(computer_science) wikiPageWikiLink Software_testing.
- Genetic_improvement_(computer_science) wikiPageWikiLink Source_code.
- Genetic_improvement_(computer_science) wikiPageWikiLink Trade-off.
- Genetic_improvement_(computer_science) wikiPageWikiLinkText "Genetic Improvement".
- Genetic_improvement_(computer_science) wikiPageWikiLinkText "Genetic improvement (computer science)".
- Genetic_improvement_(computer_science) subject Category:Optimization_algorithms_and_methods.
- Genetic_improvement_(computer_science) hypernym Use.
- Genetic_improvement_(computer_science) comment "In computer software development, Genetic Improvement is the use of optimisation techniques,particularly search based software engineering techniques such as genetic programmingto improve existing software.The improved program need not behave identically to the original.For example, automatic bug fixing improves program code by removing buggy behaviour.In other cases the improved software should behave identically to the old versionbut is better because,for example:it runs faster,it uses less memory,it uses less energyorit runs on a different type of computer.GI differs from,for example,formal program translation,in that it primarily verifies the behaviour ofthe new mutant version by running both the new and the old software on test inputsand comparing their output and performance in order to see if the new software can still do what is wanted of the original program andis now better.Genetic improvement can be used to create multiple versions of programs,each tailored to be better for a particular useor for a particular computer.Genetic improvement can by used with Multi-objective optimizationto consider improving software along multiple dimensions orto consider trade-offs between several objectives,such as asking GI to evolve programs which trade speed againstthe quality of answers they give.Of course it may be possible to find programs which areboth faster and give better answers.Mostly Genetic Improvement makes changes (also known as mutations) tothe program's source code but sometimes the mutations are made toassembly code,byte codeor binary machine code.".
- Genetic_improvement_(computer_science) label "Genetic improvement (computer science)".
- Genetic_improvement_(computer_science) wasDerivedFrom Genetic_improvement_(computer_science)?oldid=698982088.
- Genetic_improvement_(computer_science) isPrimaryTopicOf Genetic_improvement_(computer_science).