{"id":"https://openalex.org/W1512198136","doi":"https://doi.org/10.1109/cec.2005.1554873","title":"Heuristics-based Evolutionary Algorithm for Solving Unit Commitment and Dispatch","display_name":"Heuristics-based Evolutionary Algorithm for Solving Unit Commitment and Dispatch","publication_year":2005,"publication_date":"2005-12-13","ids":{"openalex":"https://openalex.org/W1512198136","doi":"https://doi.org/10.1109/cec.2005.1554873","mag":"1512198136"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2005.1554873","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2005.1554873","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2005 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},"type":"conference-paper","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/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":"D. Srinivasan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Singapore","Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore"],"raw_orcid":null,"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 Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038911813","display_name":"J. Chazelas","orcid":null},"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":"J. Chazelas","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Singapore","Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore"],"raw_orcid":null,"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 Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":1.6205,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.8051663,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2","issue":null,"first_page":"1547","last_page":"1554"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10424","display_name":"Electric Power System Optimization","score":1.0,"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":1.0,"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":0.9983000159263611,"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/T10603","display_name":"Smart Grid Energy Management","score":0.996399998664856,"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/heuristics","display_name":"Heuristics","score":0.8539851903915405},{"id":"https://openalex.org/keywords/power-system-simulation","display_name":"Power system simulation","score":0.7634849548339844},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.741313099861145},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6220535635948181},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5671601891517639},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5516220927238464},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.5479037165641785},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5454840660095215},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5212655663490295},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5153836011886597},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5054736137390137},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5021579265594482},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4868473410606384},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4026194214820862},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.34715986251831055},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.31493568420410156},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2580980360507965}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.8539851903915405},{"id":"https://openalex.org/C116219307","wikidata":"https://www.wikidata.org/wiki/Q7236625","display_name":"Power system simulation","level":4,"score":0.7634849548339844},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.741313099861145},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6220535635948181},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5671601891517639},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5516220927238464},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.5479037165641785},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5454840660095215},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5212655663490295},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5153836011886597},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5054736137390137},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5021579265594482},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4868473410606384},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4026194214820862},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.34715986251831055},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.31493568420410156},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2580980360507965},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cec.2005.1554873","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2005.1554873","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2005 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/70461","is_oa":false,"landing_page_url":"http://scholarbank.nus.edu.sg/handle/10635/70461","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","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":"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":[{"display_name":"Partnerships for the goals","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2045284761","https://openalex.org/W2111414899","https://openalex.org/W2121031349","https://openalex.org/W2123372311","https://openalex.org/W2131164473","https://openalex.org/W2136040187","https://openalex.org/W2149223423","https://openalex.org/W2157272443","https://openalex.org/W2162240533","https://openalex.org/W2180629194","https://openalex.org/W2477666558","https://openalex.org/W2534471135","https://openalex.org/W2588401480","https://openalex.org/W4229549058"],"related_works":["https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W85101999","https://openalex.org/W1560122427","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W4291270682","https://openalex.org/W2593449396","https://openalex.org/W2780789525","https://openalex.org/W2121903617"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"an":[3],"evolutionary":[4],"algorithm,":[5],"guided":[6],"by":[7],"heuristics,":[8],"to":[9,57],"solve":[10],"the":[11,59,64,67],"unit":[12],"commitment":[13,23],"and":[14,30,63,83],"dispatch":[15],"problem":[16,38,85],"in":[17],"large":[18,28,104],"scale":[19,105],"power":[20],"systems.":[21,106],"Unit":[22],"is":[24],"a":[25,32,48,79,84],"non":[26],"linear,":[27],"scale,":[29],"with":[31,47,75,95],"varied":[33],"set":[34],"of":[35,61,66,93],"constraints":[36],"optimization":[37],"for":[39],"which":[40],"there":[41],"exist":[42],"no":[43],"exact":[44],"solution":[45,97],"techniques":[46,98],"reasonable":[49],"computation":[50],"time.":[51],"Problem-specific":[52],"heuristics":[53],"have":[54],"been":[55],"included":[56],"increase":[58],"speed":[60],"convergence":[62],"efficiency":[65],"algorithm.":[68],"The":[69],"initial":[70],"random":[71],"population":[72],"was":[73,89],"seeded":[74],"good":[76],"solutions":[77],"using":[78],"priority":[80],"list":[81],"method,":[82],"specific":[86],"genetic":[87],"operator":[88],"used.":[90],"A":[91],"comparison":[92],"results":[94],"other":[96],"shows":[99],"superior":[100],"results,":[101],"even":[102],"on":[103]},"counts_by_year":[{"year":2017,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
