{"id":"https://openalex.org/W1976795563","doi":"https://doi.org/10.2478/s13537-011-0004-2","title":"A review of recent evolutionary computation-based techniques in wind turbines layout optimization problems","display_name":"A review of recent evolutionary computation-based techniques in wind turbines layout optimization problems","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W1976795563","doi":"https://doi.org/10.2478/s13537-011-0004-2","mag":"1976795563"},"language":"en","primary_location":{"id":"doi:10.2478/s13537-011-0004-2","is_oa":true,"landing_page_url":"https://doi.org/10.2478/s13537-011-0004-2","pdf_url":"https://www.degruyter.com/document/doi/10.2478/s13537-011-0004-2/pdf","source":{"id":"https://openalex.org/S4210177004","display_name":"Open Computer Science","issn_l":"2299-1093","issn":["2299-1093"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Open Computer Science","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.degruyter.com/document/doi/10.2478/s13537-011-0004-2/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060780612","display_name":"Sancho Salcedo\u2010Sanz","orcid":"https://orcid.org/0000-0002-4048-1676"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"S. Salcedo-Sanz","raw_affiliation_strings":["Department of Signal Theory and Communications, Universidad de Alcal\u00e1, 28805, Madrid, Spain","Universidad de Alcal\u00e0,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Signal Theory and Communications, Universidad de Alcal\u00e1, 28805, Madrid, Spain","institution_ids":["https://openalex.org/I189268942"]},{"raw_affiliation_string":"Universidad de Alcal\u00e0,","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072580033","display_name":"B. Saavedra\u2010Moreno","orcid":null},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"B. Saavedra-Moreno","raw_affiliation_strings":["Department of Signal Theory and Communications, Universidad de Alcal\u00e1, 28805, Madrid, Spain","Universidad de Alcal\u00e0,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Signal Theory and Communications, Universidad de Alcal\u00e1, 28805, Madrid, Spain","institution_ids":["https://openalex.org/I189268942"]},{"raw_affiliation_string":"Universidad de Alcal\u00e0,","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020081461","display_name":"A. Paniagua-Tineo","orcid":null},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"A. Paniagua-Tineo","raw_affiliation_strings":["Department of Signal Theory and Communications, Universidad de Alcal\u00e1, 28805, Madrid, Spain","Universidad de Alcal\u00e0,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Signal Theory and Communications, Universidad de Alcal\u00e1, 28805, Madrid, Spain","institution_ids":["https://openalex.org/I189268942"]},{"raw_affiliation_string":"Universidad de Alcal\u00e0,","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015857589","display_name":"L. Prieto-Godino","orcid":"https://orcid.org/0000-0001-6091-5032"},"institutions":[{"id":"https://openalex.org/I4210087680","display_name":"Iberdrola (Spain)","ror":"https://ror.org/0030ewy42","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087680"]},{"id":"https://openalex.org/I4210101737","display_name":"Instituto Tecnol\u00f3gico y de Energ\u00edas Renovables","ror":"https://ror.org/015g99884","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210101737"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"L. Prieto","raw_affiliation_strings":["Department of Energy Resource, Iberdrola Renovables, Madrid, Spain","Iberdrola Renovables"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Energy Resource, Iberdrola Renovables, Madrid, Spain","institution_ids":["https://openalex.org/I4210101737","https://openalex.org/I4210087680"]},{"raw_affiliation_string":"Iberdrola Renovables","institution_ids":["https://openalex.org/I4210101737","https://openalex.org/I4210087680"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036659187","display_name":"A. Portilla-Figueras","orcid":"https://orcid.org/0000-0001-6569-6780"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"A. Portilla-Figueras","raw_affiliation_strings":["Department of Signal Theory and Communications, Universidad de Alcal\u00e1, 28805, Madrid, Spain","Universidad de Alcal\u00e0,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Signal Theory and Communications, Universidad de Alcal\u00e1, 28805, Madrid, Spain","institution_ids":["https://openalex.org/I189268942"]},{"raw_affiliation_string":"Universidad de Alcal\u00e0,","institution_ids":["https://openalex.org/I189268942"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5060780612"],"corresponding_institution_ids":["https://openalex.org/I189268942"],"apc_list":{"value":1000,"currency":"EUR","value_usd":1078},"apc_paid":{"value":1000,"currency":"EUR","value_usd":1078},"fwci":80.7522,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.99691429,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"1","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10680","display_name":"Wind Energy Research and Development","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10680","display_name":"Wind Energy Research and Development","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9682999849319458,"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"}},{"id":"https://openalex.org/T11115","display_name":"Topology Optimization in Engineering","score":0.9677000045776367,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.7186594009399414},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6945902109146118},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6695209741592407},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5834824442863464},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5455701351165771},{"id":"https://openalex.org/keywords/wake","display_name":"Wake","score":0.48069673776626587},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3768436908721924},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.35926997661590576},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.35607028007507324},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.32417231798171997},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2001752257347107},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18753182888031006},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.1494026482105255},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14147993922233582},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11883729696273804}],"concepts":[{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.7186594009399414},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6945902109146118},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6695209741592407},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5834824442863464},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5455701351165771},{"id":"https://openalex.org/C48939323","wikidata":"https://www.wikidata.org/wiki/Q294879","display_name":"Wake","level":2,"score":0.48069673776626587},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3768436908721924},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.35926997661590576},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.35607028007507324},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.32417231798171997},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2001752257347107},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18753182888031006},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.1494026482105255},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14147993922233582},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11883729696273804},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2478/s13537-011-0004-2","is_oa":true,"landing_page_url":"https://doi.org/10.2478/s13537-011-0004-2","pdf_url":"https://www.degruyter.com/document/doi/10.2478/s13537-011-0004-2/pdf","source":{"id":"https://openalex.org/S4210177004","display_name":"Open Computer Science","issn_l":"2299-1093","issn":["2299-1093"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Open Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f0036218e31a427290be924dc8c2d7fc","is_oa":true,"landing_page_url":"https://doaj.org/article/f0036218e31a427290be924dc8c2d7fc","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":"Open Computer Science, Vol 1, Iss 1, Pp 101-107 (2011)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.2478/s13537-011-0004-2","is_oa":true,"landing_page_url":"https://doi.org/10.2478/s13537-011-0004-2","pdf_url":"https://www.degruyter.com/document/doi/10.2478/s13537-011-0004-2/pdf","source":{"id":"https://openalex.org/S4210177004","display_name":"Open Computer Science","issn_l":"2299-1093","issn":["2299-1093"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Open Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8999999761581421,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W1976795563.pdf"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1507447976","https://openalex.org/W1538737125","https://openalex.org/W1778925853","https://openalex.org/W1973950539","https://openalex.org/W1979606535","https://openalex.org/W2002212083","https://openalex.org/W2005523447","https://openalex.org/W2018573276","https://openalex.org/W2030599342","https://openalex.org/W2057893679","https://openalex.org/W2090997006","https://openalex.org/W2091204738","https://openalex.org/W2091809587","https://openalex.org/W2109436776","https://openalex.org/W2112535267","https://openalex.org/W2122780104","https://openalex.org/W2124668330","https://openalex.org/W2129693782","https://openalex.org/W2136692091","https://openalex.org/W4299389231"],"related_works":["https://openalex.org/W2757285599","https://openalex.org/W2376025146","https://openalex.org/W161151693","https://openalex.org/W2955635855","https://openalex.org/W3195741387","https://openalex.org/W4381570180","https://openalex.org/W4324257240","https://openalex.org/W2314669870","https://openalex.org/W2604916751","https://openalex.org/W2883444180"],"abstract_inverted_index":{"Abstract":[0],"This":[1,83],"paper":[2],"presents":[3],"a":[4,67,99],"mini-review":[5],"of":[6,45,50,102],"the":[7,46,51,57,63,81,89,103,108],"main":[8,52],"works":[9,86],"recently":[10],"published":[11,87],"about":[12],"optimal":[13],"wind":[14,18],"turbines":[15],"layout":[16],"in":[17,42,62,80,88,124],"farms.":[19],"Specifically,":[20],"we":[21],"focus":[22],"on":[23],"discussing":[24],"articles":[25],"where":[26],"evolutionary":[27],"computation":[28],"techniques":[29],"have":[30],"been":[31],"applied,":[32],"since":[33],"this":[34,125],"computational":[35],"framework":[36],"has":[37],"obtained":[38],"very":[39],"good":[40],"results":[41],"different":[43],"formulations":[44],"problem.":[47],"A":[48],"summary":[49],"concepts":[53],"needed":[54],"to":[55,120],"face":[56],"problem":[58],"are":[59],"also":[60],"included":[61],"article,":[64],"such":[65],"as":[66],"basic":[68],"wake":[69],"model":[70],"and":[71,75,93,96,107],"several":[72],"cost":[73],"models":[74,105],"objective":[76],"functions":[77],"previously":[78],"used":[79],"literature.":[82],"review":[84],"includes":[85],"most":[90],"significant":[91],"journals":[92],"international":[94],"conferences,":[95],"it":[97,112],"gives":[98],"brief":[100],"remark":[101],"optimization":[104],"proposed":[106],"implemented":[109],"algorithms,":[110],"so":[111],"can":[113],"be":[114,121],"useful":[115],"for":[116],"readers":[117],"who":[118],"want":[119],"quickly":[122],"introduced":[123],"research":[126],"area.":[127]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}