{"id":"https://openalex.org/W2110839686","doi":"https://doi.org/10.1145/2464576.2482698","title":"Benchmarking projection-based real coded genetic algorithm on BBOB-2013 noiseless function testbed","display_name":"Benchmarking projection-based real coded genetic algorithm on BBOB-2013 noiseless function testbed","publication_year":2013,"publication_date":"2013-07-06","ids":{"openalex":"https://openalex.org/W2110839686","doi":"https://doi.org/10.1145/2464576.2482698","mag":"2110839686"},"language":"en","primary_location":{"id":"doi:10.1145/2464576.2482698","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2464576.2482698","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th annual conference companion on Genetic and evolutionary computation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5031285255","display_name":"Babatunde Alade Sawyerr","orcid":"https://orcid.org/0000-0002-3277-5519"},"institutions":[{"id":"https://openalex.org/I197610006","display_name":"University of Lagos","ror":"https://ror.org/05rk03822","country_code":"NG","type":"education","lineage":["https://openalex.org/I197610006"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Babatunde A. Sawyerr","raw_affiliation_strings":["University of Lagos, Lagos, Nigeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Lagos, Lagos, Nigeria","institution_ids":["https://openalex.org/I197610006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002596852","display_name":"Aderemi O. Adewumi","orcid":"https://orcid.org/0000-0003-0176-032X"},"institutions":[{"id":"https://openalex.org/I95023434","display_name":"University of KwaZulu-Natal","ror":"https://ror.org/04qzfn040","country_code":"ZA","type":"education","lineage":["https://openalex.org/I95023434"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Aderemi O. Adewumi","raw_affiliation_strings":["University of KwaZulu-Natal, Durban, South Africa","University of KwaZulu Natal, Durban, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of KwaZulu-Natal, Durban, South Africa","institution_ids":["https://openalex.org/I95023434"]},{"raw_affiliation_string":"University of KwaZulu Natal, Durban, South Africa","institution_ids":["https://openalex.org/I95023434"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008314297","display_name":"M. Montaz Ali","orcid":"https://orcid.org/0000-0003-0864-8146"},"institutions":[{"id":"https://openalex.org/I192619145","display_name":"University of the Witwatersrand","ror":"https://ror.org/03rp50x72","country_code":"ZA","type":"education","lineage":["https://openalex.org/I192619145"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Montaz M. Ali","raw_affiliation_strings":["University of The Witwatersrand, Johannesburg, South Africa","University of the Witwatersrand, Johannesburg,South Africa#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of The Witwatersrand, Johannesburg, South Africa","institution_ids":["https://openalex.org/I192619145"]},{"raw_affiliation_string":"University of the Witwatersrand, Johannesburg,South Africa#TAB#","institution_ids":["https://openalex.org/I192619145"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1193","last_page":"1200"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9947999715805054,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9947999715805054,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.973800003528595,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9397000074386597,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/benchmarking","display_name":"Benchmarking","score":0.8255813121795654},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.8113905787467957},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6974092721939087},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5715053081512451},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5375677347183228},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5301086902618408},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.48352718353271484},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3328116536140442},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3289712071418762},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19870096445083618},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1713324785232544},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07066240906715393}],"concepts":[{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.8255813121795654},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.8113905787467957},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6974092721939087},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5715053081512451},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5375677347183228},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5301086902618408},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.48352718353271484},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3328116536140442},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3289712071418762},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19870096445083618},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1713324785232544},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07066240906715393},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"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/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2464576.2482698","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2464576.2482698","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th annual conference companion on Genetic and evolutionary computation","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.361.7536","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.361.7536","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://coco.gforge.inria.fr/lib/exe/fetch.php?media=pdf2013%3Aw0308-sawyerr.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W47390315","https://openalex.org/W55620472","https://openalex.org/W1492417045","https://openalex.org/W1499983649","https://openalex.org/W1559956479","https://openalex.org/W1576426930","https://openalex.org/W1639032689","https://openalex.org/W1659842140","https://openalex.org/W1967573487","https://openalex.org/W1983581202","https://openalex.org/W1988389200","https://openalex.org/W2010659620","https://openalex.org/W2010861271","https://openalex.org/W2013318791","https://openalex.org/W2028833250","https://openalex.org/W2033504901","https://openalex.org/W2045420440","https://openalex.org/W2068327287","https://openalex.org/W2077779392","https://openalex.org/W2142183404","https://openalex.org/W2143902013","https://openalex.org/W2171263583","https://openalex.org/W2206705059","https://openalex.org/W2208154600","https://openalex.org/W7035853150"],"related_works":["https://openalex.org/W4238897586","https://openalex.org/W435179959","https://openalex.org/W2619091065","https://openalex.org/W2059640416","https://openalex.org/W1490753184","https://openalex.org/W2284465472","https://openalex.org/W2291782699","https://openalex.org/W1993948687","https://openalex.org/W2011676020","https://openalex.org/W2000169967"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3,59,65],"real-coded":[4],"genetic":[5],"algorithm":[6],"(RCGA)":[7],"which":[8],"incorporates":[9],"an":[10,32],"exploratory":[11,48],"search":[12,49,100],"mechanism":[13,63],"based":[14],"on":[15,24,92],"vector":[16],"projection":[17,41],"termed":[18],"projection-based":[19],"RCGA":[20],"(PRCGA)":[21],"is":[22,31,56,80,103],"benchmarked":[23],"the":[25,85,96,112,123,126,141],"noisefree":[26],"BBOB":[27],"2013":[28],"testbed.":[29],"It":[30,102],"enhanced":[33],"version":[34],"of":[35,72,109,129,131],"RCGA-P":[36],"in":[37,44,51,95],"[22,":[38],"23].":[39],"The":[40,69],"operator":[42],"incorporated":[43],"PRCGA":[45,55,88],"shows":[46,89],"promising":[47],"capability":[50],"some":[52],"problem":[53,86,110],"landscape.":[54],"equipped":[57],"with":[58,111,117],"multiple":[60],"independent":[61],"restart":[62],"and":[64,98,137],"stagnation":[66],"alleviation":[67],"mechanism.":[68],"maximum":[70,143],"number":[71],"function":[73],"evaluations":[74],"(#FEs)":[75],"for":[76,134],"each":[77,107],"test":[78],"run":[79],"set":[81],"to":[82,105,115,125],"105":[83],"times":[84],"dimension.":[87],"encouraging":[90],"results":[91],"several":[93],"problems":[94],"low":[97],"moderate":[99],"dimensions.":[101],"able":[104],"solve":[106],"type":[108],"dimension":[113],"up":[114],"40":[116],"lower":[118],"precision":[119],"but":[120],"not":[121],"all":[122],"functions":[124,139],"desired":[127],"level":[128],"accuracy":[130],"10-8":[132],"especially":[133],"high":[135],"conditioning":[136],"multi-modal":[138],"within":[140],"specified":[142],"#FEs.":[144]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}