{"id":"https://openalex.org/W4294811573","doi":"https://doi.org/10.1109/cec55065.2022.9870330","title":"An Adaptive Multiobjective Evolutionary Algorithm for Economic Emission Dispatch","display_name":"An Adaptive Multiobjective Evolutionary Algorithm for Economic Emission Dispatch","publication_year":2022,"publication_date":"2022-07-18","ids":{"openalex":"https://openalex.org/W4294811573","doi":"https://doi.org/10.1109/cec55065.2022.9870330"},"language":"en","primary_location":{"id":"doi:10.1109/cec55065.2022.9870330","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec55065.2022.9870330","pdf_url":null,"source":{"id":"https://openalex.org/S4363605353","display_name":"2022 IEEE Congress on Evolutionary Computation (CEC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Congress on 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/A5069510989","display_name":"Tsung-Che Chiang","orcid":"https://orcid.org/0000-0001-8253-795X"},"institutions":[{"id":"https://openalex.org/I134161618","display_name":"National Taiwan Normal University","ror":"https://ror.org/059dkdx38","country_code":"TW","type":"education","lineage":["https://openalex.org/I134161618"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tsung-Che Chiang","raw_affiliation_strings":["National Taiwan Normal University,Dept. of Computer Science and Information Engineering,Taipei,Taiwan, R.O.C","Dept. of Computer Science and Information Engineering, National Taiwan Normal University, Taipei, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taiwan Normal University,Dept. of Computer Science and Information Engineering,Taipei,Taiwan, R.O.C","institution_ids":["https://openalex.org/I134161618"]},{"raw_affiliation_string":"Dept. of Computer Science and Information Engineering, National Taiwan Normal University, Taipei, Taiwan, R.O.C","institution_ids":["https://openalex.org/I134161618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045717030","display_name":"Thammarsat Visutarrom","orcid":"https://orcid.org/0009-0006-4173-7350"},"institutions":[{"id":"https://openalex.org/I134161618","display_name":"National Taiwan Normal University","ror":"https://ror.org/059dkdx38","country_code":"TW","type":"education","lineage":["https://openalex.org/I134161618"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Thammarsat Visutarrom","raw_affiliation_strings":["National Taiwan Normal University,Dept. of Computer Science and Information Engineering,Taipei,Taiwan, R.O.C","Dept. of Computer Science and Information Engineering, National Taiwan Normal University, Taipei, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taiwan Normal University,Dept. of Computer Science and Information Engineering,Taipei,Taiwan, R.O.C","institution_ids":["https://openalex.org/I134161618"]},{"raw_affiliation_string":"Dept. of Computer Science and Information Engineering, National Taiwan Normal University, Taipei, Taiwan, R.O.C","institution_ids":["https://openalex.org/I134161618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021228431","display_name":"Sadan Kulturel-Konak","orcid":"https://orcid.org/0000-0003-4685-4135"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sadan Kulturel-Konak","raw_affiliation_strings":["Management Information Systems Penn State Berks,Reading,PA,USA,19610"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Management Information Systems Penn State Berks,Reading,PA,USA,19610","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050434501","display_name":"Abdullah Konak","orcid":"https://orcid.org/0000-0001-6250-7825"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abdullah Konak","raw_affiliation_strings":["Information Sciences and Technology Penn State Berks,Reading,PA,USA,19610"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Sciences and Technology Penn State Berks,Reading,PA,USA,19610","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7789,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.64979592,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9990000128746033,"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/T10424","display_name":"Electric Power System Optimization","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9958999752998352,"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/differential-evolution","display_name":"Differential evolution","score":0.7544635534286499},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6674726605415344},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6176013946533203},{"id":"https://openalex.org/keywords/economic-dispatch","display_name":"Economic dispatch","score":0.5983314514160156},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5911641716957092},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5536782741546631},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5228931307792664},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5189492702484131},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4664233326911926},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4613414406776428},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.45272281765937805},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.4163975119590759},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.4103378653526306},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.3854968845844269},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3232004642486572},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22520187497138977},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21157079935073853},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2005365788936615}],"concepts":[{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.7544635534286499},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6674726605415344},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6176013946533203},{"id":"https://openalex.org/C187633118","wikidata":"https://www.wikidata.org/wiki/Q1317949","display_name":"Economic dispatch","level":4,"score":0.5983314514160156},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5911641716957092},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5536782741546631},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5228931307792664},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5189492702484131},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4664233326911926},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4613414406776428},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.45272281765937805},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.4163975119590759},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.4103378653526306},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.3854968845844269},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3232004642486572},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22520187497138977},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21157079935073853},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2005365788936615},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec55065.2022.9870330","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec55065.2022.9870330","pdf_url":null,"source":{"id":"https://openalex.org/S4363605353","display_name":"2022 IEEE Congress on Evolutionary Computation (CEC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G540009459","display_name":null,"funder_award_id":"110-2221-E-003-017","funder_id":"https://openalex.org/F4320322034","funder_display_name":"Ministry of Health and Welfare"}],"funders":[{"id":"https://openalex.org/F4320322034","display_name":"Ministry of Health and Welfare","ror":"https://ror.org/00vxgjw72"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W771138172","https://openalex.org/W1595159159","https://openalex.org/W1967482931","https://openalex.org/W1989057474","https://openalex.org/W1996020571","https://openalex.org/W2022485595","https://openalex.org/W2031359418","https://openalex.org/W2031874950","https://openalex.org/W2055796889","https://openalex.org/W2064777536","https://openalex.org/W2074994685","https://openalex.org/W2089912270","https://openalex.org/W2095188658","https://openalex.org/W2116661285","https://openalex.org/W2126105956","https://openalex.org/W2143381319","https://openalex.org/W2175677697","https://openalex.org/W2179542885","https://openalex.org/W2282690477","https://openalex.org/W2506440133","https://openalex.org/W2589374372","https://openalex.org/W2609339077","https://openalex.org/W2897221596","https://openalex.org/W3023001292","https://openalex.org/W3048162581","https://openalex.org/W3107617462","https://openalex.org/W3120966628","https://openalex.org/W3161924025"],"related_works":["https://openalex.org/W2346752270","https://openalex.org/W2999133893","https://openalex.org/W2134493171","https://openalex.org/W2137443233","https://openalex.org/W2127205708","https://openalex.org/W1996020571","https://openalex.org/W2009544769","https://openalex.org/W2045984843","https://openalex.org/W2060500705","https://openalex.org/W2142115771"],"abstract_inverted_index":{"This":[0],"paper":[1],"addresses":[2],"the":[3,10,15,28,48,54,76,101],"economic":[4],"emission":[5],"dispatch":[6],"(EED)":[7],"problem":[8],"where":[9],"goal":[11],"is":[12],"to":[13,22,45,65,74],"allocate":[14],"power":[16,19,24],"output":[17],"of":[18,50,96,104],"generation":[20],"units":[21],"satisfy":[23],"demand":[25],"and":[26,30,40,60,69,82,100],"minimize":[27],"cost":[29],"emissions":[31],"simultaneously.":[32],"We":[33],"propose":[34],"a":[35,41,70],"multiobjective":[36],"differential":[37,51],"evolution":[38],"algorithm":[39,83],"reinforcement":[42],"learning":[43],"technique":[44],"adaptively":[46],"control":[47],"parameters":[49],"evolution.":[52],"Moreover,":[53],"proposed":[55,80,98],"approach":[56],"utilizes":[57],"mating":[58,63],"restriction":[59],"preferences":[61],"in":[62],"selection":[64],"improve":[66],"search":[67],"effectiveness":[68],"dynamically":[71],"controlled":[72],"mutation":[73],"increase":[75],"exploration":[77],"ability.":[78],"The":[79],"ideas":[81],"were":[84],"examined":[85],"using":[86],"four":[87],"EED":[88],"test":[89],"cases.":[90],"Experimental":[91],"results":[92],"showed":[93],"positive":[94],"effects":[95],"our":[97,105],"methods":[99],"competitive":[102],"performance":[103],"algorithm.":[106]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}