{"id":"https://openalex.org/W3096926880","doi":"https://doi.org/10.1109/tcyb.2020.3026571","title":"A Knowledge-Based Two-Population Optimization Algorithm for Distributed Energy-Efficient Parallel Machines Scheduling","display_name":"A Knowledge-Based Two-Population Optimization Algorithm for Distributed Energy-Efficient Parallel Machines Scheduling","publication_year":2020,"publication_date":"2020-10-29","ids":{"openalex":"https://openalex.org/W3096926880","doi":"https://doi.org/10.1109/tcyb.2020.3026571","mag":"3096926880","pmid":"https://pubmed.ncbi.nlm.nih.gov/33119528"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2020.3026571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2020.3026571","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5058231134","display_name":"Zixiao Pan","orcid":"https://orcid.org/0000-0001-5153-5564"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zixiao Pan","raw_affiliation_strings":["Department of Automation, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046140660","display_name":"Deming Lei","orcid":"https://orcid.org/0000-0002-3388-950X"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deming Lei","raw_affiliation_strings":["School of Automation, Wuhan University of Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067621763","display_name":"Ling Wang","orcid":"https://orcid.org/0000-0003-1226-2801"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Wang","raw_affiliation_strings":["Department of Automation, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5058231134"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":8.4271,"has_fulltext":false,"cited_by_count":166,"citation_normalized_percentile":{"value":0.98140327,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"52","issue":"6","first_page":"5051","last_page":"5063"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.996399998664856,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7215662002563477},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6062446236610413},{"id":"https://openalex.org/keywords/tardiness","display_name":"Tardiness","score":0.5739437937736511},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5712937116622925},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5402090549468994},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5073091387748718},{"id":"https://openalex.org/keywords/fair-share-scheduling","display_name":"Fair-share scheduling","score":0.44573473930358887},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.4454788863658905},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.43750759959220886},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37848734855651855},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3730214238166809},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14458519220352173},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10185477137565613},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.08849045634269714}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7215662002563477},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6062446236610413},{"id":"https://openalex.org/C2778047078","wikidata":"https://www.wikidata.org/wiki/Q82299449","display_name":"Tardiness","level":4,"score":0.5739437937736511},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5712937116622925},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5402090549468994},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5073091387748718},{"id":"https://openalex.org/C31689143","wikidata":"https://www.wikidata.org/wiki/Q733809","display_name":"Fair-share scheduling","level":3,"score":0.44573473930358887},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.4454788863658905},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.43750759959220886},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37848734855651855},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3730214238166809},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14458519220352173},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10185477137565613},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.08849045634269714},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2020.3026571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2020.3026571","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},{"id":"pmid:33119528","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33119528","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9100000262260437}],"awards":[{"id":"https://openalex.org/G1295625695","display_name":null,"funder_award_id":"61525304","funder_id":"https://openalex.org/F4320336125","funder_display_name":"National Science Fund for Distinguished Young Scholars"},{"id":"https://openalex.org/G1470154883","display_name":null,"funder_award_id":"61873328","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8446521037","display_name":null,"funder_award_id":"61573264","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320336125","display_name":"National Science Fund for Distinguished Young Scholars","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W255402503","https://openalex.org/W1081559464","https://openalex.org/W1585939719","https://openalex.org/W1595159159","https://openalex.org/W1969819746","https://openalex.org/W1981064269","https://openalex.org/W1981618184","https://openalex.org/W1982860391","https://openalex.org/W1984697062","https://openalex.org/W1995490799","https://openalex.org/W2001466640","https://openalex.org/W2012547506","https://openalex.org/W2021043263","https://openalex.org/W2029972294","https://openalex.org/W2030086529","https://openalex.org/W2045106482","https://openalex.org/W2051044498","https://openalex.org/W2071729337","https://openalex.org/W2073601282","https://openalex.org/W2076200283","https://openalex.org/W2077946512","https://openalex.org/W2078214107","https://openalex.org/W2086526548","https://openalex.org/W2099961254","https://openalex.org/W2107317984","https://openalex.org/W2107791079","https://openalex.org/W2109139399","https://openalex.org/W2126105956","https://openalex.org/W2129012762","https://openalex.org/W2148289277","https://openalex.org/W2155791680","https://openalex.org/W2156194072","https://openalex.org/W2165171393","https://openalex.org/W2168759311","https://openalex.org/W2215529188","https://openalex.org/W2254698344","https://openalex.org/W2280123974","https://openalex.org/W2532427336","https://openalex.org/W2548921311","https://openalex.org/W2596706004","https://openalex.org/W2604573531","https://openalex.org/W2624076369","https://openalex.org/W2640205229","https://openalex.org/W2726738415","https://openalex.org/W2737752609","https://openalex.org/W2763165923","https://openalex.org/W2768102642","https://openalex.org/W2780124552","https://openalex.org/W2782628021","https://openalex.org/W2792243022","https://openalex.org/W2792530480","https://openalex.org/W2792765706","https://openalex.org/W2799418757","https://openalex.org/W2799756856","https://openalex.org/W2818304386","https://openalex.org/W2870817338","https://openalex.org/W2900554635","https://openalex.org/W2902256746","https://openalex.org/W2918081353","https://openalex.org/W2936240487","https://openalex.org/W2948836939","https://openalex.org/W2963295276","https://openalex.org/W2968534587","https://openalex.org/W2973261831","https://openalex.org/W2975615763","https://openalex.org/W2979899262","https://openalex.org/W2982433326","https://openalex.org/W2990853315","https://openalex.org/W3007178662","https://openalex.org/W3027963920","https://openalex.org/W6630838125","https://openalex.org/W6631204795","https://openalex.org/W6635097213","https://openalex.org/W6635336068"],"related_works":["https://openalex.org/W2011810134","https://openalex.org/W2050497389","https://openalex.org/W1568976062","https://openalex.org/W2960025371","https://openalex.org/W2367625138","https://openalex.org/W2019537266","https://openalex.org/W1999247335","https://openalex.org/W3097192092","https://openalex.org/W3029619930","https://openalex.org/W2061005265"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"both":[3],"distributed":[4,22,38],"scheduling":[5,9,24,42],"problem":[6,25,43],"and":[7,60,88,114,123,162,168],"energy-efficient":[8,23,39],"have":[10],"attracted":[11],"much":[12],"attention.":[13],"As":[14],"the":[15,21,32,37,70,98,129,143,157,166],"integration":[16],"of":[17,27,34,73,100,170],"these":[18],"two":[19,108,134],"problems,":[20],"is":[26,81,104],"great":[28],"realistic":[29],"significance.":[30],"To":[31],"best":[33],"our":[35],"knowledge,":[36],"parallel":[40],"machines":[41],"(DEPMSP)":[44],"has":[45],"not":[46],"been":[47],"studied":[48],"yet.":[49],"This":[50],"article":[51],"aims":[52],"to":[53,68,83,141],"solve":[54],"DEPMSP":[55],"by":[56,96,106,150],"integrating":[57],"factory":[58],"assignment":[59,62,67],"machine":[61,66],"into":[63],"an":[64],"extended":[65],"handle":[69],"coupled":[71],"relations":[72],"subproblems.":[74],"A":[75],"knowledge-based":[76,135],"two-population":[77],"optimization":[78],"(KTPO)":[79],"algorithm":[80],"proposed":[82,140],"minimize":[84],"total":[85,89],"energy":[86],"consumption":[87],"tardiness":[90],"simultaneously.":[91],"Five":[92],"properties":[93],"are":[94,139,148],"derived":[95],"analyzing":[97],"characteristics":[99],"DEPMSP.":[101,174],"The":[102,118,159],"population":[103,130],"initialized":[105],"using":[107],"heuristics":[109],"based":[110],"on":[111,128],"problem-specific":[112],"knowledge":[113],"a":[115],"random":[116],"heuristic.":[117],"nondominated":[119],"sorting":[120],"genetic":[121],"algorithm-II":[122],"differential":[124],"evolution":[125],"perform":[126],"cooperatively":[127],"in":[131,172],"parallel.":[132],"Moreover,":[133],"local":[136],"search":[137],"operators":[138],"enhance":[142],"exploitation.":[144],"Extensive":[145],"simulation":[146],"experiments":[147],"conducted":[149],"comparing":[151],"KTPO":[152,171],"with":[153],"four":[154],"algorithms":[155],"from":[156],"literature.":[158],"comparative":[160],"results":[161],"statistical":[163],"analysis":[164],"demonstrate":[165],"effectiveness":[167],"advantages":[169],"solving":[173]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":51},{"year":2024,"cited_by_count":46},{"year":2023,"cited_by_count":39},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":7}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
