{"id":"https://openalex.org/W3039080868","doi":"https://doi.org/10.1109/cec48606.2020.9185688","title":"Multi-objective Optimal Control of Dynamic Integrated Model of Climate and Economy: Evolution in Action","display_name":"Multi-objective Optimal Control of Dynamic Integrated Model of Climate and Economy: Evolution in Action","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3039080868","doi":"https://doi.org/10.1109/cec48606.2020.9185688","mag":"3039080868"},"language":"en","primary_location":{"id":"doi:10.1109/cec48606.2020.9185688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec48606.2020.9185688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2007.00449","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077015645","display_name":"Mostapha Kalami Heris","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mostapha Kalami Heris","raw_affiliation_strings":["FaraDars Online Education Organization,Intelligent Systems Lab.,Tehran,Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FaraDars Online Education Organization,Intelligent Systems Lab.,Tehran,Iran","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077727968","display_name":"Shahryar Rahnamayan","orcid":"https://orcid.org/0000-0002-6990-787X"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"Ontario Tech University","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shahryar Rahnamayan","raw_affiliation_strings":["FaraDars Online Education Organization,Intelligent Systems Lab.,Tehran,Iran","University of Ontario Institute of Tech"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FaraDars Online Education Organization,Intelligent Systems Lab.,Tehran,Iran","institution_ids":[]},{"raw_affiliation_string":"University of Ontario Institute of Tech","institution_ids":["https://openalex.org/I39470171"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08843194,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"91","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10471","display_name":"Climate Change Policy and Economics","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10471","display_name":"Climate Change Policy and Economics","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10435","display_name":"Environmental Impact and Sustainability","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12639","display_name":"Global Energy and Sustainability Research","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dice","display_name":"Dice","score":0.7681200504302979},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.6855443716049194},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.5867629051208496},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5807545185089111},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.5731831789016724},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.49444079399108887},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.48372724652290344},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.46027278900146484},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4455054998397827},{"id":"https://openalex.org/keywords/dynamic-programming","display_name":"Dynamic programming","score":0.4323091208934784},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.43126699328422546},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.42981940507888794},{"id":"https://openalex.org/keywords/welfare","display_name":"Welfare","score":0.4258386194705963},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41574758291244507},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2828579545021057},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0949266254901886},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09379115700721741}],"concepts":[{"id":"https://openalex.org/C22029948","wikidata":"https://www.wikidata.org/wiki/Q45089","display_name":"Dice","level":2,"score":0.7681200504302979},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.6855443716049194},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.5867629051208496},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5807545185089111},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.5731831789016724},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.49444079399108887},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.48372724652290344},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.46027278900146484},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4455054998397827},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.4323091208934784},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.43126699328422546},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.42981940507888794},{"id":"https://openalex.org/C100243477","wikidata":"https://www.wikidata.org/wiki/Q12002092","display_name":"Welfare","level":2,"score":0.4258386194705963},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41574758291244507},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2828579545021057},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0949266254901886},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09379115700721741},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1109/cec48606.2020.9185688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec48606.2020.9185688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2007.00449","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2007.00449","pdf_url":"https://arxiv.org/pdf/2007.00449","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:shura.shu.ac.uk:34894","is_oa":true,"landing_page_url":null,"pdf_url":"https://shura.shu.ac.uk/34894/8/Heris-Multi-objectiveOptimal%28AM%29.pdf","source":{"id":"https://openalex.org/S4306401600","display_name":"SHURA (Sheffield Hallam University Research Archive) (Sheffield Hallam University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71422933","host_organization_name":"Sheffield Hallam University","host_organization_lineage":["https://openalex.org/I71422933"],"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":"PeerReviewed"},{"id":"mag:3039080868","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2007.00449.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"mag:3123974855","is_oa":false,"landing_page_url":"https://ideas.repec.org/p/arx/papers/2007.00449.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"RePEc: Research Papers in Economics","raw_type":null},{"id":"doi:10.48550/arxiv.2007.00449","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2007.00449","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2007.00449","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2007.00449","pdf_url":"https://arxiv.org/pdf/2007.00449","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W3039080868.pdf"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W624280243","https://openalex.org/W1007704209","https://openalex.org/W1946614090","https://openalex.org/W1971180405","https://openalex.org/W1988826542","https://openalex.org/W2072234220","https://openalex.org/W2074904672","https://openalex.org/W2079561510","https://openalex.org/W2116661285","https://openalex.org/W2126105956","https://openalex.org/W2342361794","https://openalex.org/W2474385659","https://openalex.org/W2580433265","https://openalex.org/W2584212846","https://openalex.org/W2808955488","https://openalex.org/W2892291659","https://openalex.org/W2922504883","https://openalex.org/W3022027436","https://openalex.org/W4389658406","https://openalex.org/W6704389708"],"related_works":["https://openalex.org/W3123974855","https://openalex.org/W3042408461","https://openalex.org/W2056137282","https://openalex.org/W2056523845","https://openalex.org/W2041073707","https://openalex.org/W2905057107","https://openalex.org/W1658656345","https://openalex.org/W81198749","https://openalex.org/W2035595978","https://openalex.org/W2549836549","https://openalex.org/W2031346212","https://openalex.org/W3106409012","https://openalex.org/W2940486617","https://openalex.org/W2325963248","https://openalex.org/W2295319371","https://openalex.org/W2794722552","https://openalex.org/W3138574883","https://openalex.org/W3042228817","https://openalex.org/W3034272273","https://openalex.org/W2159791067"],"abstract_inverted_index":{"One":[0],"of":[1,9,17,31,34,76,87,112,129,155],"the":[2,13,32,35,60,84,113,120,134,140,174],"widely":[3],"used":[4,145],"models":[5],"for":[6],"studying":[7],"economics":[8],"climate":[10],"change":[11,194],"is":[12,56,104,148,161],"Dynamic":[14],"Integrated":[15],"model":[16],"Climate":[18],"and":[19,82,123,165],"Economy":[20],"(DICE),":[21],"which":[22,55,77],"has":[23,49],"been":[24,50],"developed":[25],"by":[26],"Professor":[27],"William":[28],"Nordhaus,":[29],"one":[30],"laureates":[33],"2018":[36],"Nobel":[37],"Memorial":[38],"Prize":[39],"in":[40,163,195],"Economic":[41],"Sciences.":[42],"Originally":[43],"a":[44,66,126,153,182],"single-objective":[45,110,146],"optimal":[46,68,91],"control":[47,69,92],"problem":[48,70,93],"defined":[51,71],"on":[52,72,109],"DICE":[53,73],"dynamics,":[54],"aimed":[57],"to":[58,106,125,132,150],"maximize":[59],"social":[61,80],"welfare.":[62,142],"In":[63],"this":[64],"paper,":[65],"bi-objective":[67],"model,":[74],"objectives":[75],"are":[78],"maximizing":[79],"welfare":[81],"minimizing":[83],"temperature":[85,136,177],"deviation":[86,137,178],"atmosphere.":[88],"This":[89],"multi-objective":[90],"solved":[94],"using":[95],"NonDominated":[96],"Sorting":[97],"Genetic":[98],"Algorithm":[99],"II":[100],"(NSGA-II)":[101],"also":[102],"it":[103],"compared":[105],"previous":[107,121],"works":[108],"version":[111],"problem.":[114],"The":[115,143],"resulting":[116,170],"Pareto":[117],"front":[118],"rediscovers":[119],"results":[122],"generalizes":[124],"wide":[127],"range":[128],"non-dominant":[130],"solutions":[131],"minimize":[133],"global":[135,196],"while":[138],"optimizing":[139],"economic":[141],"previously":[144],"approach":[147],"unable":[149],"create":[151],"such":[152],"variety":[154],"possibilities,":[156],"hence,":[157],"its":[158],"offered":[159],"solution":[160],"limited":[162],"vision":[164],"reachable":[166],"performance.":[167],"Beside":[168],"this,":[169],"Pareto-optimal":[171],"set":[172],"reveals":[173],"fact":[175],"that":[176],"cannot":[179],"go":[180],"below":[181],"certain":[183],"lower":[184],"limit,":[185],"unless":[186],"we":[187],"have":[188],"significant":[189],"technology":[190],"advancement":[191],"or":[192],"positive":[193],"conditions.":[197]},"counts_by_year":[],"updated_date":"2026-06-19T17:40:00.097472","created_date":"2025-10-10T00:00:00"}
