{"id":"https://openalex.org/W2524619889","doi":"https://doi.org/10.1080/18756891.2016.1237193","title":"Empirical Comparison of Differential Evolution Variants for Industrial Controller Design","display_name":"Empirical Comparison of Differential Evolution Variants for Industrial Controller Design","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2524619889","doi":"https://doi.org/10.1080/18756891.2016.1237193","mag":"2524619889"},"language":"en","primary_location":{"id":"doi:10.1080/18756891.2016.1237193","is_oa":true,"landing_page_url":"https://doi.org/10.1080/18756891.2016.1237193","pdf_url":"https://www.atlantis-press.com/article/25868741.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.atlantis-press.com/article/25868741.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052551939","display_name":"Tony Wong","orcid":"https://orcid.org/0000-0003-0484-7471"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Tony Wong","raw_affiliation_strings":["Department of Automated Manufacturing Engineering, cole de technologie suprieure, 1100 Notre-Dame West, Montral, Qubec, Canada, H3C 1K3","Department of Automated Manufacturing Engineering, \u00c9cole de technologie sup\u00e9rieure, 1100 Notre-Dame West, Montr\u00e9al, Qu\u00e9bec, Canada, H3C 1K3"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automated Manufacturing Engineering, cole de technologie suprieure, 1100 Notre-Dame West, Montral, Qubec, Canada, H3C 1K3","institution_ids":["https://openalex.org/I9736820"]},{"raw_affiliation_string":"Department of Automated Manufacturing Engineering, \u00c9cole de technologie sup\u00e9rieure, 1100 Notre-Dame West, Montr\u00e9al, Qu\u00e9bec, Canada, H3C 1K3","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072781167","display_name":"Pascal Bigras","orcid":null},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Pascal Bigras","raw_affiliation_strings":["Department of Automated Manufacturing Engineering, cole de technologie suprieure, 1100 Notre-Dame West, Montral, Qubec, Canada, H3C 1K3","Department of Automated Manufacturing Engineering, \u00c9cole de technologie sup\u00e9rieure, 1100 Notre-Dame West, Montr\u00e9al, Qu\u00e9bec, Canada, H3C 1K3"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automated Manufacturing Engineering, cole de technologie suprieure, 1100 Notre-Dame West, Montral, Qubec, Canada, H3C 1K3","institution_ids":["https://openalex.org/I9736820"]},{"raw_affiliation_string":"Department of Automated Manufacturing Engineering, \u00c9cole de technologie sup\u00e9rieure, 1100 Notre-Dame West, Montr\u00e9al, Qu\u00e9bec, Canada, H3C 1K3","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044749144","display_name":"Vincent Duchaine","orcid":null},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Vincent Ducha\u00eene","raw_affiliation_strings":["Department of Automated Manufacturing Engineering, \u00c9cole de technologie sup\u00e9rieure, 1100 Notre-Dame West, Montr\u00e9al, Qu\u00e9bec, Canada, H3C 1K3"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automated Manufacturing Engineering, \u00c9cole de technologie sup\u00e9rieure, 1100 Notre-Dame West, Montr\u00e9al, Qu\u00e9bec, Canada, H3C 1K3","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019399641","display_name":"Jean-Philippe Roberge","orcid":"https://orcid.org/0000-0003-0265-9020"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jean-Philippe Roberge","raw_affiliation_strings":["Department of Automated Manufacturing Engineering, cole de technologie suprieure, 1100 Notre-Dame West, Montral, Qubec, Canada, H3C 1K3","Department of Automated Manufacturing Engineering, \u00c9cole de technologie sup\u00e9rieure, 1100 Notre-Dame West, Montr\u00e9al, Qu\u00e9bec, Canada, H3C 1K3"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automated Manufacturing Engineering, cole de technologie suprieure, 1100 Notre-Dame West, Montral, Qubec, Canada, H3C 1K3","institution_ids":["https://openalex.org/I9736820"]},{"raw_affiliation_string":"Department of Automated Manufacturing Engineering, \u00c9cole de technologie sup\u00e9rieure, 1100 Notre-Dame West, Montr\u00e9al, Qu\u00e9bec, Canada, H3C 1K3","institution_ids":["https://openalex.org/I9736820"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5052551939"],"corresponding_institution_ids":["https://openalex.org/I9736820"],"apc_list":{"value":1390,"currency":"GBP","value_usd":1704},"apc_paid":{"value":1390,"currency":"GBP","value_usd":1704},"fwci":0.27,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.60535144,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"9","issue":"5","first_page":"957","last_page":"957"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11081","display_name":"Advanced Control Systems Design","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11081","display_name":"Advanced Control Systems Design","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11416","display_name":"Numerical methods for differential equations","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10792","display_name":"Matrix Theory and Algorithms","score":0.9948999881744385,"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/differential-evolution","display_name":"Differential evolution","score":0.6603212952613831},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.6066268086433411},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6051582098007202},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.4856399595737457},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28079140186309814},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12722018361091614},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0540488064289093},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.05332180857658386}],"concepts":[{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6603212952613831},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.6066268086433411},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6051582098007202},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.4856399595737457},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28079140186309814},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12722018361091614},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0540488064289093},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.05332180857658386},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/18756891.2016.1237193","is_oa":true,"landing_page_url":"https://doi.org/10.1080/18756891.2016.1237193","pdf_url":"https://www.atlantis-press.com/article/25868741.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c6f19dab9bdc479aa6b96c9e1c0b96c7","is_oa":true,"landing_page_url":"https://doaj.org/article/c6f19dab9bdc479aa6b96c9e1c0b96c7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Computational Intelligence Systems, Vol 9, Iss 5 (2016)","raw_type":"article"},{"id":"pmh:oai:espace2.etsmtl.ca:13841","is_oa":false,"landing_page_url":"https://espace2.etsmtl.ca/id/eprint/13841/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402392","display_name":"Espace \u00c9TS (ETS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1341030882","host_organization_name":"Educational Testing Service","host_organization_lineage":["https://openalex.org/I1341030882"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Non \u00e9valu\u00e9 par les pairs"}],"best_oa_location":{"id":"doi:10.1080/18756891.2016.1237193","is_oa":true,"landing_page_url":"https://doi.org/10.1080/18756891.2016.1237193","pdf_url":"https://www.atlantis-press.com/article/25868741.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2524619889.pdf","grobid_xml":"https://content.openalex.org/works/W2524619889.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W349912947","https://openalex.org/W600632748","https://openalex.org/W1469657526","https://openalex.org/W1479840958","https://openalex.org/W1492528531","https://openalex.org/W1547618122","https://openalex.org/W1787492061","https://openalex.org/W1973398197","https://openalex.org/W2024375302","https://openalex.org/W2036762380","https://openalex.org/W2070900588","https://openalex.org/W2090477599","https://openalex.org/W2105360986","https://openalex.org/W2116867781","https://openalex.org/W2156194072","https://openalex.org/W2179771196","https://openalex.org/W2267977945","https://openalex.org/W4238693605"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":{"To":[0],"be":[1],"cost-effective,":[2],"most":[3],"commercial":[4],"off-the-shelf":[5],"industrial":[6,20],"controllers":[7],"have":[8],"low":[9],"system":[10,23,35],"order":[11],"and":[12,32,58,78,113,129],"a":[13,29,44,60,66,101],"predefined":[14],"internal":[15],"structure.When":[16],"operating":[17],"in":[18,116],"an":[19],"environment,":[21],"the":[22,33,39,51,55,70,79,88,94,111],"output":[24],"is":[25,97],"often":[26],"specified":[27],"by":[28,99],"reference":[30],"model,":[31],"control":[34],"must":[36,49],"closely":[37],"match":[38],"model's":[40],"response.In":[41],"this":[42],"context,":[43],"valid":[45],"controller":[46],"design":[47,71],"solution":[48],"satisfy":[50],"application":[52],"specifications,":[53],"fit":[54],"controller's":[56],"configuration":[57],"meet":[59],"model":[61],"matching":[62],"criterion.This":[63],"paper":[64],"proposes":[65],"method":[67,96],"of":[68,81,93,103,118,126],"solving":[69],"problem":[72],"using":[73],"bilinear":[74],"matrix":[75],"inequality":[76],"formulation,":[77],"use":[80],"Differential":[82],"Evolution":[83],"(DE)":[84],"algorithms":[85],"to":[86],"solve":[87],"resulting":[89],"optimization":[90],"problem.The":[91],"performance":[92],"proposed":[95],"demonstrated":[98],"comparing":[100],"set":[102],"ten":[104],"DE":[105],"variants.Extensive":[106],"statistical":[107],"analysis":[108],"shows":[109],"that":[110],"variants":[112],"are":[114],"effective":[115],"terms":[117],"mean":[119],"best":[120],"objective":[121,130],"function":[122,127,131],"value,":[123],"average":[124],"number":[125],"evaluations,":[128],"value":[132],"progression.":[133]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-19T17:40:00.097472","created_date":"2025-10-10T00:00:00"}
