{"id":"https://openalex.org/W2110581300","doi":"https://doi.org/10.1109/cec.2011.5949883","title":"Improved multi-objective evolutionary algorithm for day-ahead thermal generation scheduling","display_name":"Improved multi-objective evolutionary algorithm for day-ahead thermal generation scheduling","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2110581300","doi":"https://doi.org/10.1109/cec.2011.5949883","mag":"2110581300"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2011.5949883","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2011.5949883","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/A5008726304","display_name":"Anupam Trivedi","orcid":"https://orcid.org/0000-0002-3066-5578"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Anupam Trivedi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Singapore","Dept. of Electrical and Computer Engineering, National University of Singapore (NUS), Singapore 117576"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, National University of Singapore (NUS), Singapore 117576","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001833542","display_name":"Naran M. Pindoriya","orcid":"https://orcid.org/0000-0002-0551-2828"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"N. M. Pindoriya","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Singapore","Dept. of Electrical and Computer Engineering, National University of Singapore (NUS), Singapore 117576"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, National University of Singapore (NUS), Singapore 117576","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016960268","display_name":"Dipti Srinivasan","orcid":"https://orcid.org/0000-0003-4877-3478"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Dipti Srinivasan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Singapore","Dept. of Electrical and Computer Engineering, National University of Singapore (NUS), Singapore 117576"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, National University of Singapore (NUS), Singapore 117576","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036995855","display_name":"Deepak Sharma","orcid":"https://orcid.org/0000-0002-8939-9833"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Deepak Sharma","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Singapore","Dept. of Electrical and Computer Engineering, National University of Singapore (NUS), Singapore 117576"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, National University of Singapore (NUS), Singapore 117576","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5008726304"],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":1.8547,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.86894952,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2170","last_page":"2177"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10424","display_name":"Electric Power System Optimization","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10424","display_name":"Electric Power System Optimization","score":0.9998999834060669,"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.9976999759674072,"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/T11185","display_name":"Integrated Energy Systems Optimization","score":0.9943000078201294,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.758400559425354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6107391715049744},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5509985685348511},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5415054559707642},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.4854024350643158},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4609447419643402},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4534759819507599},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27223631739616394},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.19494232535362244}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.758400559425354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6107391715049744},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5509985685348511},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5415054559707642},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.4854024350643158},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4609447419643402},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4534759819507599},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27223631739616394},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.19494232535362244},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cec.2011.5949883","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2011.5949883","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"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/70554","is_oa":false,"landing_page_url":"http://scholarbank.nus.edu.sg/handle/10635/70554","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":[],"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1512198136","https://openalex.org/W1571403844","https://openalex.org/W1595498733","https://openalex.org/W1658374639","https://openalex.org/W1729590981","https://openalex.org/W1795650267","https://openalex.org/W1963877908","https://openalex.org/W1981413798","https://openalex.org/W2004713877","https://openalex.org/W2023722488","https://openalex.org/W2036076548","https://openalex.org/W2045284761","https://openalex.org/W2062341590","https://openalex.org/W2070450924","https://openalex.org/W2074508882","https://openalex.org/W2083212264","https://openalex.org/W2083569577","https://openalex.org/W2098907614","https://openalex.org/W2104512325","https://openalex.org/W2111414899","https://openalex.org/W2114642128","https://openalex.org/W2121031349","https://openalex.org/W2126105956","https://openalex.org/W2131475198","https://openalex.org/W2141010530","https://openalex.org/W2143329050","https://openalex.org/W2144742539","https://openalex.org/W2145837523","https://openalex.org/W2147210976","https://openalex.org/W2152344568","https://openalex.org/W2155100848","https://openalex.org/W2164597725","https://openalex.org/W2164648431","https://openalex.org/W2165171393","https://openalex.org/W2534237225","https://openalex.org/W2534471135","https://openalex.org/W2588401480","https://openalex.org/W2799018399","https://openalex.org/W4376849525","https://openalex.org/W6681508972"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W3172150420","https://openalex.org/W2107725657","https://openalex.org/W2112121444","https://openalex.org/W2509452605","https://openalex.org/W3112689649","https://openalex.org/W2148608945","https://openalex.org/W3204654320","https://openalex.org/W2887328214"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,46,59,155],"multi-objective":[4],"evolutionary":[5],"algorithm":[6,151,174,178,185],"to":[7,19,88,129,154,181],"solve":[8],"the":[9,21,27,34,38,41,54,66,77,86,91,103,108,131,164,194],"day-ahead":[10],"thermal":[11],"generation":[12],"scheduling":[13,22],"problem.":[14],"The":[15,139,149,176],"objective":[16],"functions":[17],"considered":[18],"model":[20],"problem":[23],"are:":[24],"1)":[25],"minimizing":[26,33],"system":[28,162],"operation":[29],"cost":[30],"and":[31,58,80,94,142,163,169,191],"2)":[32],"emission":[35],"cost.":[36],"In":[37],"proposed":[39,150],"algorithm,":[40],"chromosome":[42],"is":[43,127,152,179],"formulated":[44],"as":[45],"binary":[47,72,78,93],"unit":[48,160],"commitment":[49],"matrix":[50,62],"(UCM)":[51],"which":[52,64],"stores":[53,65],"generator":[55],"on/off":[56],"states":[57],"real":[60,81,95],"power":[61,68,161],"(RPM)":[63],"corresponding":[67],"dispatch.":[69],"Problem":[70],"specific":[71],"genetic":[73,82],"operators":[74,83],"act":[75,84],"on":[76,85,125],"UCM":[79],"RPM":[87],"effectively":[89],"explore":[90],"large":[92,156],"search":[96],"spaces":[97],"separately.":[98],"Heuristics":[99],"are":[100,145,167],"used":[101],"in":[102,186,193],"initial":[104],"population":[105,110],"by":[106],"seeding":[107],"random":[109],"with":[111,171],"two":[112],"Priority":[113],"list":[114],"(PL)":[115],"based":[116,124],"solutions":[117,132],"for":[118,133],"faster":[119],"convergence.":[120],"Intelligent":[121],"repair":[122,130],"operator":[123],"PL":[126],"designed":[128],"load":[134],"demand":[135],"equality":[136],"constraint":[137],"violation.":[138],"ranking,":[140],"selection":[141],"elitism":[143],"methods":[144],"borrowed":[146],"from":[147],"NSGA-II.":[148],"applied":[153],"scale":[157],"60":[158],"generating":[159],"simulation":[165],"results":[166],"presented":[168,177],"compared":[170],"our":[172,183],"earlier":[173,184],"[26].":[175],"found":[180],"outperform":[182],"terms":[187],"of":[188],"both":[189],"convergence":[190],"spread":[192],"final":[195],"Pareto-optimal":[196],"front.":[197]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":4},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
