{"id":"https://openalex.org/W1990130318","doi":"https://doi.org/10.1145/2739482.2768415","title":"GI4GI","display_name":"GI4GI","publication_year":2015,"publication_date":"2015-07-10","ids":{"openalex":"https://openalex.org/W1990130318","doi":"https://doi.org/10.1145/2739482.2768415","mag":"1990130318"},"language":"en","primary_location":{"id":"doi:10.1145/2739482.2768415","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739482.2768415","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000019783","display_name":"Mark Harman","orcid":"https://orcid.org/0000-0002-5864-4488"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Mark Harman","raw_affiliation_strings":["University College London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University College London, London, United Kingdom","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065281209","display_name":"Justyna Petke","orcid":"https://orcid.org/0000-0002-7833-6044"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Justyna Petke","raw_affiliation_strings":["University College London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University College London, London, United Kingdom","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5000019783"],"corresponding_institution_ids":["https://openalex.org/I45129253"],"apc_list":null,"apc_paid":null,"fwci":0.8881,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.82276429,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"793","last_page":"794"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8306621313095093},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5772191286087036},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5771185755729675},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.534883975982666},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.5252444744110107},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.46774154901504517},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.45665088295936584},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.44928857684135437},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4266320765018463},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.353937029838562},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.31563588976860046},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1035396158695221},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.07117176055908203},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06721502542495728}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8306621313095093},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5772191286087036},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5771185755729675},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.534883975982666},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.5252444744110107},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.46774154901504517},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.45665088295936584},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.44928857684135437},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4266320765018463},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.353937029838562},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.31563588976860046},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1035396158695221},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.07117176055908203},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06721502542495728},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2739482.2768415","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739482.2768415","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G6794522244","display_name":null,"funder_award_id":"EP/J017515/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"},{"id":"https://openalex.org/F4320334733","display_name":"UCL Institute for Global Health, University College London","ror":"https://ror.org/02jx3x895"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W53194775","https://openalex.org/W100379578","https://openalex.org/W1966533006","https://openalex.org/W1984074188","https://openalex.org/W1986056191","https://openalex.org/W2062918259","https://openalex.org/W2069265488","https://openalex.org/W2106683494","https://openalex.org/W2120130871","https://openalex.org/W2139657973","https://openalex.org/W2146136779","https://openalex.org/W2146879413","https://openalex.org/W2206912437"],"related_works":["https://openalex.org/W2106492215","https://openalex.org/W2326694407","https://openalex.org/W2082859007","https://openalex.org/W2164831575","https://openalex.org/W2378719652","https://openalex.org/W3081644756","https://openalex.org/W2115729582","https://openalex.org/W2094658154","https://openalex.org/W2370837632","https://openalex.org/W2353187647"],"abstract_inverted_index":{"Genetic":[0],"improvement":[1],"(GI)":[2],"has":[3],"been":[4],"successfully":[5],"used":[6],"to":[7,57],"optimise":[8],"non-functional":[9,25],"properties":[10],"of":[11,24],"software,":[12],"such":[13],"as":[14],"execution":[15],"time,":[16],"by":[17],"automatically":[18],"manipulating":[19],"program's":[20],"source":[21],"code.":[22],"Measurement":[23],"properties,":[26],"however,":[27],"is":[28,36,69],"a":[29],"non-trivial":[30],"task;":[31],"energy":[32],"consumption,":[33],"for":[34,62],"instance,":[35],"highly":[37],"dependant":[38],"on":[39],"the":[40,46,59,63],"hardware":[41],"used.":[42],"Therefore,":[43],"we":[44],"propose":[45],"GI4GI":[47,53],"framework":[48],"(and":[49],"two":[50],"illustrative":[51],"applications).":[52],"first":[54],"applies":[55],"GI":[56],"improve":[58],"fitness":[60],"function":[61],"particular":[64],"environment":[65],"within":[66],"which":[67],"software":[68],"subsequently":[70],"optimised":[71],"using":[72],"traditional":[73],"GI.":[74]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
