{"id":"https://openalex.org/W2087142191","doi":"https://doi.org/10.1145/2739480.2754772","title":"A Closer Look At Differential Evolution For The Optimal Well Placement Problem","display_name":"A Closer Look At Differential Evolution For The Optimal Well Placement Problem","publication_year":2015,"publication_date":"2015-07-07","ids":{"openalex":"https://openalex.org/W2087142191","doi":"https://doi.org/10.1145/2739480.2754772","mag":"2087142191"},"language":"en","primary_location":{"id":"doi:10.1145/2739480.2754772","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739480.2754772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation","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/A5073204922","display_name":"Grazieli Luiza Costa Carosio","orcid":null},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Grazieli Luiza Costa Carosio","raw_affiliation_strings":["Memorial University of Newfoundland, St. John's, NF, Canada"],"affiliations":[{"raw_affiliation_string":"Memorial University of Newfoundland, St. John's, NF, Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016648384","display_name":"Thomas Humphries","orcid":"https://orcid.org/0000-0002-9688-6437"},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Donald Humphries","raw_affiliation_strings":["Oregon State University, Corvallis, OR, USA","Oregon State University , Corvallis, OR , USA"],"affiliations":[{"raw_affiliation_string":"Oregon State University, Corvallis, OR, USA","institution_ids":["https://openalex.org/I131249849"]},{"raw_affiliation_string":"Oregon State University , Corvallis, OR , USA","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090608773","display_name":"Ronald D. Haynes","orcid":"https://orcid.org/0000-0002-4804-3152"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ronald Dale Haynes","raw_affiliation_strings":["Memorial University of Newfoundland, St. John's, NF, Canada"],"affiliations":[{"raw_affiliation_string":"Memorial University of Newfoundland, St. John's, NF, Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072099006","display_name":"Colin G. Farquharson","orcid":"https://orcid.org/0000-0002-0480-1759"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Colin Glennie Farquharson","raw_affiliation_strings":["Memorial University of Newfoundland, St. John's, NF, Canada"],"affiliations":[{"raw_affiliation_string":"Memorial University of Newfoundland, St. John's, NF, Canada","institution_ids":["https://openalex.org/I130438778"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073204922"],"corresponding_institution_ids":["https://openalex.org/I130438778"],"apc_list":null,"apc_paid":null,"fwci":3.5935,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.91817683,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1191","last_page":"1198"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10635","display_name":"Hydraulic Fracturing and Reservoir Analysis","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10892","display_name":"Drilling and Well Engineering","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/benchmark","display_name":"Benchmark (surveying)","score":0.7686022520065308},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.7201004028320312},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.6813579201698303},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6361094117164612},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5906984806060791},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5356290936470032},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.46467241644859314},{"id":"https://openalex.org/keywords/toolbox","display_name":"Toolbox","score":0.4630890190601349},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4214681088924408},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2258663773536682},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15730464458465576},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1022196114063263}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7686022520065308},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.7201004028320312},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.6813579201698303},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6361094117164612},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5906984806060791},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5356290936470032},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.46467241644859314},{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.4630890190601349},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4214681088924408},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2258663773536682},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15730464458465576},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1022196114063263},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2739480.2754772","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739480.2754772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6569529747","display_name":null,"funder_award_id":"248571/2013-3","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1504391786","https://openalex.org/W1519759709","https://openalex.org/W1595159159","https://openalex.org/W1604516508","https://openalex.org/W1613273921","https://openalex.org/W1964458192","https://openalex.org/W1965119149","https://openalex.org/W1968588275","https://openalex.org/W1972414547","https://openalex.org/W1972541026","https://openalex.org/W1975540119","https://openalex.org/W1977026564","https://openalex.org/W1977419424","https://openalex.org/W1978684054","https://openalex.org/W1985343753","https://openalex.org/W1988779117","https://openalex.org/W1996303826","https://openalex.org/W2018299061","https://openalex.org/W2022734547","https://openalex.org/W2032411249","https://openalex.org/W2033470138","https://openalex.org/W2036583026","https://openalex.org/W2046525628","https://openalex.org/W2050892063","https://openalex.org/W2064731037","https://openalex.org/W2069405521","https://openalex.org/W2072433625","https://openalex.org/W2082533779","https://openalex.org/W2088238688","https://openalex.org/W2088424609","https://openalex.org/W2094998528","https://openalex.org/W2095399263","https://openalex.org/W2105896816","https://openalex.org/W2118044993","https://openalex.org/W2124999508","https://openalex.org/W2142168060","https://openalex.org/W2155215599","https://openalex.org/W2155529731","https://openalex.org/W2156194072","https://openalex.org/W2168753932","https://openalex.org/W2245192865","https://openalex.org/W4246565613"],"related_works":["https://openalex.org/W2377984624","https://openalex.org/W2348740175","https://openalex.org/W4243049533","https://openalex.org/W2372487761","https://openalex.org/W1988293173","https://openalex.org/W2895647686","https://openalex.org/W2076472895","https://openalex.org/W2389275641","https://openalex.org/W3111421931","https://openalex.org/W3177681191"],"abstract_inverted_index":{"Energy":[0],"demand":[1],"has":[2],"increased":[3],"considerably":[4],"with":[5,23,61,141],"the":[6,12,15,52,75,87,109,121,145,152],"growth":[7],"of":[8,91,123,154],"world":[9],"population,":[10],"increasing":[11],"interest":[13],"in":[14,37,125],"hydrocarbon":[16],"reservoir":[17],"management":[18],"problem.":[19,78,130],"Companies":[20],"are":[21,108],"concerned":[22],"maximizing":[24],"oil":[25],"recovery":[26],"while":[27],"minimizing":[28],"capital":[29],"investment":[30],"and":[31,70,93,102,112,147],"operational":[32],"costs.":[33],"A":[34],"first":[35],"step":[36],"solving":[38,126],"this":[39,48,127],"problem":[40],"is":[41,118],"to":[42,63,73,119],"consider":[43],"optimal":[44],"well":[45,76],"placement.":[46],"In":[47],"work,":[49],"we":[50],"investigate":[51],"Differential":[53],"Evolution":[54],"(DE)":[55],"optimization":[56],"method,":[57],"using":[58],"distinct":[59],"configurations":[60],"respect":[62],"population":[64],"size,":[65],"mutation":[66,71],"factor,":[67],"crossover":[68],"probability,":[69],"strategy,":[72],"solve":[74],"placement":[77],"By":[79],"assuming":[80],"a":[81,142,148],"bare":[82],"control":[83],"procedure,":[84],"one":[85],"optimizes":[86],"parameters":[88],"representing":[89],"positions":[90],"injection":[92],"production":[94],"wells.":[95],"The":[96,116],"Tenth":[97],"SPE":[98],"Comparative":[99],"Solution":[100],"Project":[101],"MATLAB":[103],"Reservoir":[104],"Simulation":[105],"Toolbox":[106],"(MRST)":[107],"benchmark":[110],"dataset":[111],"simulator":[113],"used,":[114],"respectively.":[115],"goal":[117],"evaluate":[120],"performance":[122],"DE":[124,134,162],"important":[128],"real-world":[129],"We":[131],"show":[132],"that":[133],"can":[135],"find":[136],"high-quality":[137],"solutions,":[138],"when":[139],"compared":[140],"reference":[143],"from":[144],"literature,":[146],"preliminary":[149],"analysis":[150],"on":[151,160],"results":[153],"multiple":[155],"experiments":[156],"gives":[157],"useful":[158],"information":[159],"how":[161],"configuration":[163],"impacts":[164],"its":[165],"performance.":[166]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3}],"updated_date":"2025-11-25T21:42:39.735039","created_date":"2025-10-10T00:00:00"}