{"id":"https://openalex.org/W2117330758","doi":"https://doi.org/10.1109/cec.2011.5949611","title":"Population based optimization for variable operating points","display_name":"Population based optimization for variable operating points","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2117330758","doi":"https://doi.org/10.1109/cec.2011.5949611","mag":"2117330758"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2011.5949611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2011.5949611","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Congress of Evolutionary Computation (CEC)","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/A5004957081","display_name":"Alan L. Jennings","orcid":"https://orcid.org/0000-0001-8136-062X"},"institutions":[{"id":"https://openalex.org/I127591826","display_name":"University of Dayton","ror":"https://ror.org/021v3qy27","country_code":"US","type":"education","lineage":["https://openalex.org/I127591826"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Alan L. Jennings","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Dayton, Dayton, OH, USA","Department of Electrical and Computer Engineering, University of Dayton, Dayton, Ohio 45469-0232"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Dayton, Dayton, OH, USA","institution_ids":["https://openalex.org/I127591826"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Dayton, Dayton, Ohio 45469-0232","institution_ids":["https://openalex.org/I127591826"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011542353","display_name":"Ra\u00fal Ord\u00f3\u00f1ez","orcid":"https://orcid.org/0000-0002-2912-9727"},"institutions":[{"id":"https://openalex.org/I127591826","display_name":"University of Dayton","ror":"https://ror.org/021v3qy27","country_code":"US","type":"education","lineage":["https://openalex.org/I127591826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Raul Ordonez","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Dayton, Dayton, OH, USA","Department of Electrical and Computer Engineering, University of Dayton, Dayton, Ohio 45469-0232"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Dayton, Dayton, OH, USA","institution_ids":["https://openalex.org/I127591826"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Dayton, Dayton, Ohio 45469-0232","institution_ids":["https://openalex.org/I127591826"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5004957081"],"corresponding_institution_ids":["https://openalex.org/I127591826"],"apc_list":null,"apc_paid":null,"fwci":1.9575,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88836033,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"145","last_page":"151"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9987000226974487,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9987000226974487,"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/T10320","display_name":"Neural Networks and Applications","score":0.9980000257492065,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9976000189781189,"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.6487762928009033},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5808845162391663},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5594432950019836},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.5319725871086121},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5074483752250671},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4694613516330719},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4611864686012268},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.4497308135032654},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4322347044944763},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3296690285205841},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09901180863380432}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6487762928009033},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5808845162391663},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5594432950019836},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.5319725871086121},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5074483752250671},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4694613516330719},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4611864686012268},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.4497308135032654},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4322347044944763},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3296690285205841},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09901180863380432},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2011.5949611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2011.5949611","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Congress of Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320308716","display_name":"Ohio Space Grant Consortium","ror":"https://ror.org/04y65f081"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W656613382","https://openalex.org/W1585335425","https://openalex.org/W2096045964","https://openalex.org/W2119664948","https://openalex.org/W2122122715","https://openalex.org/W2123431998","https://openalex.org/W2145487433","https://openalex.org/W2152195021","https://openalex.org/W2153425320","https://openalex.org/W2163194931","https://openalex.org/W2303023739","https://openalex.org/W2388776976","https://openalex.org/W6634952865"],"related_works":["https://openalex.org/W2391251536","https://openalex.org/W2362198218","https://openalex.org/W1982750869","https://openalex.org/W2019521278","https://openalex.org/W1984922432","https://openalex.org/W2375008505","https://openalex.org/W2085756966","https://openalex.org/W2350679292","https://openalex.org/W2086348228","https://openalex.org/W2383918176"],"abstract_inverted_index":{"Finding":[0],"optimal":[1,31,74,108,123,130,152],"inputs":[2],"for":[3,12,63,76,99,134,149,181],"a":[4,19,29,55,111,118,128,150,182],"multiple":[5],"input,":[6],"single":[7],"output":[8,88,102,120,146],"system":[9,14],"is":[10,132],"taxing":[11],"an":[13,34,37,70,73,122],"operator.":[15],"This":[16],"work":[17],"presents":[18],"population-based":[20],"optimization":[21],"to":[22,27,53,84,95,121,172,174],"create":[23],"sets":[24],"of":[25,57,106,161,185],"functions":[26,42,139],"approximate":[28],"locally":[30,129],"input":[32,75,144],"as":[33],"operator":[35],"selects":[36],"output.":[38,68],"Output":[39],"and":[40,145,167],"cost":[41,62],"are":[43,51,82,140,179],"modeled":[44],"by":[45,59],"neural":[46],"networks.":[47],"Neural":[48],"network":[49],"gradients":[50],"used":[52],"optimize":[54],"population":[56],"agents":[58,81],"minimizing":[60],"the":[61,64,87,96,100,158,168],"agent'":[65],"s":[66],"current":[67,78],"When":[69],"agent":[71,92],"reaches":[72],"its":[77],"output,":[79],"additional":[80],"generated":[83],"step":[85],"in":[86,143],"gradient":[89],"directions.":[90],"The":[91,104,154],"then":[93],"settles":[94],"local":[97],"optimum":[98],"new":[101],"value.":[103],"set":[105,176,184],"associated":[107],"points":[109],"forms":[110],"inverse":[112],"function,":[113],"via":[114],"spline":[115],"interpolation,":[116],"from":[117],"desired":[119,162],"input.":[124],"In":[125],"this":[126],"manner,":[127],"function":[131],"created":[133],"each":[135],"settled":[136],"agent.":[137],"These":[138],"naturally":[141],"clustered":[142],"spaces":[147],"allowing":[148],"continuous":[151],"function.":[153],"best":[155],"cluster":[156],"over":[157],"anticipated":[159],"range":[160],"outputs":[163],"can":[164],"be":[165],"chosen":[166],"process":[169],"optimized":[170],"on-the-fly":[171],"respond":[173],"different":[175],"points.":[177],"Results":[178],"shown":[180],"diverse":[183],"functions.":[186]},"counts_by_year":[{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
