{"id":"https://openalex.org/W2783767039","doi":"https://doi.org/10.1109/icsai.2017.8248350","title":"Improving competitive differential evolution using automatic programming","display_name":"Improving competitive differential evolution using automatic programming","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2783767039","doi":"https://doi.org/10.1109/icsai.2017.8248350","mag":"2783767039"},"language":"en","primary_location":{"id":"doi:10.1109/icsai.2017.8248350","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai.2017.8248350","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 4th International Conference on Systems and Informatics (ICSAI)","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/A5068823568","display_name":"Marius Geitle","orcid":"https://orcid.org/0000-0001-9528-8913"},"institutions":[{"id":"https://openalex.org/I19923696","display_name":"\u00d8stfold University College","ror":"https://ror.org/04gf7fp41","country_code":"NO","type":"education","lineage":["https://openalex.org/I19923696"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Marius Geitle","raw_affiliation_strings":["\u00d8stfold University College"],"affiliations":[{"raw_affiliation_string":"\u00d8stfold University College","institution_ids":["https://openalex.org/I19923696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028078410","display_name":"Roland Olsson","orcid":"https://orcid.org/0000-0002-8345-2613"},"institutions":[{"id":"https://openalex.org/I19923696","display_name":"\u00d8stfold University College","ror":"https://ror.org/04gf7fp41","country_code":"NO","type":"education","lineage":["https://openalex.org/I19923696"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Roland Olsson","raw_affiliation_strings":["\u00d8stfold University College"],"affiliations":[{"raw_affiliation_string":"\u00d8stfold University College","institution_ids":["https://openalex.org/I19923696"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5068823568"],"corresponding_institution_ids":["https://openalex.org/I19923696"],"apc_list":null,"apc_paid":null,"fwci":0.195,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64820907,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"538","last_page":"545"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9998000264167786,"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":0.998199999332428,"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/computer-science","display_name":"Computer science","score":0.7321934700012207},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6951155662536621},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.6736989617347717},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6556473970413208},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.566227912902832},{"id":"https://openalex.org/keywords/evolutionary-programming","display_name":"Evolutionary programming","score":0.5303224921226501},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5134323835372925},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4945809543132782},{"id":"https://openalex.org/keywords/wilcoxon-signed-rank-test","display_name":"Wilcoxon signed-rank test","score":0.48128741979599},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.4228886365890503},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.41449886560440063},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4110035300254822},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3900732696056366},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3333813548088074},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16443884372711182},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1057358980178833}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7321934700012207},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6951155662536621},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6736989617347717},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6556473970413208},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.566227912902832},{"id":"https://openalex.org/C121835503","wikidata":"https://www.wikidata.org/wiki/Q2596288","display_name":"Evolutionary programming","level":3,"score":0.5303224921226501},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5134323835372925},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4945809543132782},{"id":"https://openalex.org/C206041023","wikidata":"https://www.wikidata.org/wiki/Q1751970","display_name":"Wilcoxon signed-rank test","level":3,"score":0.48128741979599},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.4228886365890503},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.41449886560440063},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4110035300254822},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3900732696056366},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3333813548088074},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16443884372711182},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1057358980178833},{"id":"https://openalex.org/C12868164","wikidata":"https://www.wikidata.org/wiki/Q1424533","display_name":"Mann\u2013Whitney U test","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsai.2017.8248350","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai.2017.8248350","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 4th International Conference on Systems and Informatics (ICSAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1595159159","https://openalex.org/W2010879721","https://openalex.org/W2025127488","https://openalex.org/W2028339102","https://openalex.org/W2079557127","https://openalex.org/W2182761707","https://openalex.org/W4285719527","https://openalex.org/W6686280248"],"related_works":["https://openalex.org/W2528958959","https://openalex.org/W2171662586","https://openalex.org/W1556450089","https://openalex.org/W2079483465","https://openalex.org/W2091246427","https://openalex.org/W2149812765","https://openalex.org/W2107894985","https://openalex.org/W1981285582","https://openalex.org/W57385547","https://openalex.org/W1589480767"],"abstract_inverted_index":{"In":[0],"this":[1,56,130],"paper,":[2],"we":[3,108],"automatically":[4],"improve":[5],"the":[6,18,24,37,115,126,136],"competitive":[7],"differential":[8],"evolution":[9],"algorithm":[10,16,112],"through":[11],"automatic":[12,48],"programming.":[13],"The":[14,46,69,122],"improved":[15],"outperforms":[17],"original":[19],"for":[20,32,60],"over":[21],"73%":[22],"of":[23,36,66,82,118,134,138],"50-dimensional":[25],"CEC":[26],"2014":[27],"problems":[28,38],"and":[29,98],"is":[30,53],"worse":[31],"less":[33],"than":[34],"17%":[35],"when":[39],"comparing":[40],"using":[41],"a":[42,77,96],"Wilcoxon":[43],"rank-sum":[44],"test.":[45],"evolutionary":[47,111,120],"programming":[49],"system":[50],"ADATE":[51],"that":[52,125],"used":[54],"in":[55,129],"paper":[57,131],"systematically":[58],"searches":[59],"better":[61],"programs":[62],"by":[63,73],"evaluating":[64,75],"millions":[65],"candidate":[67],"programs.":[68],"candidates":[70,90],"are":[71,132],"graded":[72],"first":[74],"on":[76,95],"small":[78],"training":[79],"set":[80,103],"consisting":[81],"five":[83],"synthetic":[84],"optimization":[85,141],"problems,":[86],"with":[87,104],"well":[88],"performing":[89],"being":[91],"evaluated":[92],"more":[93,99],"extensively":[94],"larger":[97],"computationally":[100],"expensive":[101],"validation":[102],"100":[105],"problems.":[106],"Thus,":[107],"use":[109],"one":[110],"to":[113],"rewrite":[114],"source":[116],"code":[117],"another":[119],"algorithm.":[121],"results":[123],"show":[124],"techniques":[127],"introduced":[128],"capable":[133],"improving":[135],"heuristics":[137],"contemporary":[139],"numerical":[140],"algorithms.":[142]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}