{"id":"https://openalex.org/W1482976926","doi":"https://doi.org/10.3233/ifs-131003","title":"Process control using genetic algorithm and ant colony optimization algorithm","display_name":"Process control using genetic algorithm and ant colony optimization algorithm","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1482976926","doi":"https://doi.org/10.3233/ifs-131003","mag":"1482976926"},"language":"en","primary_location":{"id":"doi:10.3233/ifs-131003","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-131003","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-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/A5009943988","display_name":"T\u00fcrker Tekin Erguzel","orcid":"https://orcid.org/0000-0001-8438-6542"},"institutions":[{"id":"https://openalex.org/I1281256770","display_name":"\u00dcsk\u00fcdar University","ror":"https://ror.org/02dzjmc73","country_code":"TR","type":"education","lineage":["https://openalex.org/I1281256770"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Turker Tekin Erguzel","raw_affiliation_strings":["Computer Engineering Department, Uskudar University, Uskudar, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Uskudar University, Uskudar, Istanbul, Turkey","institution_ids":["https://openalex.org/I1281256770"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051110784","display_name":"Erbil Akbay","orcid":"https://orcid.org/0000-0001-6658-5038"},"institutions":[{"id":"https://openalex.org/I74897591","display_name":"Marmara University","ror":"https://ror.org/02kswqa67","country_code":"TR","type":"education","lineage":["https://openalex.org/I74897591"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Erbil Akbay","raw_affiliation_strings":["Electronic\u2013Computer Education Department, Marmara University, Technical Education Faculty, Kadikoy, Istanbul, Turkey","Electronic--Computer Education Department, Marmara University, Technical Education Faculty, Kadikoy, Istanbul, Turkey#TAB#"],"affiliations":[{"raw_affiliation_string":"Electronic\u2013Computer Education Department, Marmara University, Technical Education Faculty, Kadikoy, Istanbul, Turkey","institution_ids":["https://openalex.org/I74897591"]},{"raw_affiliation_string":"Electronic--Computer Education Department, Marmara University, Technical Education Faculty, Kadikoy, Istanbul, Turkey#TAB#","institution_ids":["https://openalex.org/I74897591"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5009943988"],"corresponding_institution_ids":["https://openalex.org/I1281256770"],"apc_list":null,"apc_paid":null,"fwci":1.273,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.84054998,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"26","issue":"1","first_page":"501","last_page":"516"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9973000288009644,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9973000288009644,"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":0.9771000146865845,"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/T10320","display_name":"Neural Networks and Applications","score":0.9751999974250793,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.7479474544525146},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.663546085357666},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6561291217803955},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5047582387924194},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.497621089220047},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.4754588007926941},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44553637504577637},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.28958413004875183},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.2719305157661438},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1772182583808899},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13044100999832153}],"concepts":[{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.7479474544525146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.663546085357666},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6561291217803955},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5047582387924194},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.497621089220047},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.4754588007926941},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44553637504577637},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.28958413004875183},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.2719305157661438},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1772182583808899},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13044100999832153},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/ifs-131003","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-131003","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"},{"id":"pmh:oai:openaccess.marmara.edu.tr:11424/237701","is_oa":false,"landing_page_url":"https://hdl.handle.net/11424/237701","pdf_url":null,"source":{"id":"https://openalex.org/S4306401380","display_name":"Dspace Repository (Marmara \u00dcniversitesi)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I74897591","host_organization_name":"Marmara University","host_organization_lineage":["https://openalex.org/I74897591"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W163173374","https://openalex.org/W1499209894","https://openalex.org/W1573676079","https://openalex.org/W1825077972","https://openalex.org/W1989939262","https://openalex.org/W1999734786","https://openalex.org/W2002381937","https://openalex.org/W2015848489","https://openalex.org/W2021392666","https://openalex.org/W2034652734","https://openalex.org/W2060349245","https://openalex.org/W2067802694","https://openalex.org/W2068383037","https://openalex.org/W2072245897","https://openalex.org/W2085888907","https://openalex.org/W2089029422","https://openalex.org/W2090102922","https://openalex.org/W2097460058","https://openalex.org/W2101750763","https://openalex.org/W2104916532","https://openalex.org/W2109414754","https://openalex.org/W2117586948","https://openalex.org/W2125253422","https://openalex.org/W2129775656","https://openalex.org/W2130240730","https://openalex.org/W2133671351","https://openalex.org/W2145053972","https://openalex.org/W2145323081","https://openalex.org/W2148411595","https://openalex.org/W2150326462","https://openalex.org/W2156638809","https://openalex.org/W2159265133","https://openalex.org/W2159701103","https://openalex.org/W2162914340","https://openalex.org/W2164525173","https://openalex.org/W2170069318","https://openalex.org/W2172126331","https://openalex.org/W2370604496","https://openalex.org/W2404556874","https://openalex.org/W3147414854"],"related_works":["https://openalex.org/W3021058566","https://openalex.org/W2003039502","https://openalex.org/W2142507131","https://openalex.org/W2509607449","https://openalex.org/W2359500762","https://openalex.org/W2350529693","https://openalex.org/W2140656843","https://openalex.org/W2557359297","https://openalex.org/W2101933861","https://openalex.org/W2356476307"],"abstract_inverted_index":{"Artificial":[0,66],"life":[1,44],"uses":[2],"biological":[3],"knowledge":[4],"and":[5,13,49,88,102,137],"techniques":[6],"to":[7,51,75],"solve":[8],"different":[9],"engineering,":[10],"management,":[11],"control":[12],"computational":[14],"problems.":[15],"Natural":[16],"systems":[17,27],"teach":[18],"us":[19],"that":[20],"very":[21],"simple":[22],"individual":[23],"organisms":[24],"can":[25,138],"form":[26],"capable":[28],"of":[29,111,129,134,142],"performing":[30],"highly":[31],"complex":[32],"tasks":[33],"by":[34,117],"dynamically":[35],"interacting":[36],"with":[37],"each":[38],"other.":[39],"In":[40],"this":[41],"study,":[42],"artificial":[43],"based":[45],"approaches":[46],"are":[47],"handled":[48],"incorporated":[50],"enable":[52],"a":[53,79],"real-time":[54],"water":[55],"level":[56],"control.":[57],"The":[58,94,122],"process":[59,96,128],"was":[60,72,97,114],"first":[61],"modelled":[62],"using":[63,99],"NARX":[64],"type":[65],"Neural":[67],"Network.":[68],"A":[69],"fuzzy":[70,82,135,144],"controller":[71,83,145],"then":[73],"attached":[74],"the":[76,109,112,119,126,140],"model.":[77],"For":[78],"better":[80,132],"performance,":[81],"membership":[84],"function":[85],"boundary":[86],"values":[87,90],"action":[89],"were":[91],"optimized":[92],"simultaneously.":[93],"optimization":[95,105],"performed":[98],"genetic":[100],"algorithm":[101],"ant":[103],"colony":[104],"algorithm,":[106],"respectively.":[107],"Finally,":[108],"performance":[110],"controllers":[113],"discussed":[115],"further":[116],"considering":[118],"system":[120],"outputs.":[121],"developed":[123],"structure":[124],"replaces":[125],"tedious":[127],"trial-and-error":[130],"for":[131],"combination":[133],"parameters":[136],"settle":[139],"problem":[141],"designing":[143],"without":[146],"an":[147],"expert's":[148],"experience.":[149]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2016-06-24T00:00:00"}
