{"id":"https://openalex.org/W4411600235","doi":"https://doi.org/10.1109/cec65147.2025.11043105","title":"Population Initialization for Evolutionary Multi-objective Optimization: A Short Review","display_name":"Population Initialization for Evolutionary Multi-objective Optimization: A Short Review","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W4411600235","doi":"https://doi.org/10.1109/cec65147.2025.11043105"},"language":"en","primary_location":{"id":"doi:10.1109/cec65147.2025.11043105","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec65147.2025.11043105","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Congress on Evolutionary Computation (CEC)","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/A5103060075","display_name":"Cheng Gong","orcid":"https://orcid.org/0000-0001-7859-1777"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Cheng Gong","raw_affiliation_strings":["City University of Hong Kong,Department of Computer Science,Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"City University of Hong Kong,Department of Computer Science,Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069989561","display_name":"Ping Guo","orcid":"https://orcid.org/0000-0001-5412-914X"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ping Guo","raw_affiliation_strings":["City University of Hong Kong,Department of Computer Science,Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"City University of Hong Kong,Department of Computer Science,Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056254888","display_name":"Lie Meng Pang","orcid":"https://orcid.org/0000-0001-7037-1630"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lie Meng Pang","raw_affiliation_strings":["Southern University of Science and Technology,Department of Computer Science and Engineering,Shenzhen,China,518055"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Department of Computer Science and Engineering,Shenzhen,China,518055","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000546219","display_name":"Qingfu Zhang","orcid":"https://orcid.org/0000-0003-0786-0671"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Qingfu Zhang","raw_affiliation_strings":["City University of Hong Kong,Department of Computer Science,Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"City University of Hong Kong,Department of Computer Science,Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035595838","display_name":"Hisao Ishibuchi","orcid":"https://orcid.org/0000-0001-9186-6472"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hisao Ishibuchi","raw_affiliation_strings":["Southern University of Science and Technology,Department of Computer Science and Engineering,Shenzhen,China,518055"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Department of Computer Science and Engineering,Shenzhen,China,518055","institution_ids":["https://openalex.org/I3045169105"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.2768999934196472,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.2768999934196472,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.7749629616737366},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6505056619644165},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5515572428703308},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5069429874420166},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.471885085105896},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3265530467033386},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2867472171783447},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14145874977111816},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.06260812282562256}],"concepts":[{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.7749629616737366},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6505056619644165},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5515572428703308},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5069429874420166},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.471885085105896},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3265530467033386},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2867472171783447},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14145874977111816},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.06260812282562256},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec65147.2025.11043105","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec65147.2025.11043105","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1508425855","https://openalex.org/W1563728692","https://openalex.org/W1578927465","https://openalex.org/W1588375755","https://openalex.org/W2022485595","https://openalex.org/W2031232041","https://openalex.org/W2038420231","https://openalex.org/W2060727197","https://openalex.org/W2082754320","https://openalex.org/W2084993914","https://openalex.org/W2106334424","https://openalex.org/W2108968575","https://openalex.org/W2111526171","https://openalex.org/W2123682012","https://openalex.org/W2126105956","https://openalex.org/W2128935141","https://openalex.org/W2143381319","https://openalex.org/W2150046657","https://openalex.org/W2329749247","https://openalex.org/W2343601797","https://openalex.org/W2510493362","https://openalex.org/W2546299924","https://openalex.org/W2588387718","https://openalex.org/W2766133347","https://openalex.org/W2914542742","https://openalex.org/W2987472937","https://openalex.org/W2998757713","https://openalex.org/W3041654307","https://openalex.org/W3189831819","https://openalex.org/W3205533894","https://openalex.org/W4207048598","https://openalex.org/W4207066076","https://openalex.org/W4285805550","https://openalex.org/W4312501469","https://openalex.org/W4362681522","https://openalex.org/W4384024154","https://openalex.org/W4390484166","https://openalex.org/W4390489157","https://openalex.org/W4391306529","https://openalex.org/W4392032062","https://openalex.org/W4392041493","https://openalex.org/W4399765985","https://openalex.org/W4400411844","https://openalex.org/W4401023787","https://openalex.org/W4402289184","https://openalex.org/W4406457840","https://openalex.org/W4406612211","https://openalex.org/W6628770400","https://openalex.org/W6635097213","https://openalex.org/W6779385365","https://openalex.org/W6856980452"],"related_works":["https://openalex.org/W3016456819","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W2887328214","https://openalex.org/W1560122427","https://openalex.org/W3041827036","https://openalex.org/W1993493607","https://openalex.org/W2021957875"],"abstract_inverted_index":{"As":[0],"the":[1,31,45,58,61,70,104,119,169],"initial":[2],"phase":[3],"of":[4,47,52,60,72,88,122,136,163],"evolutionary":[5,16],"multi-objective":[6,21],"optimization":[7,22],"(EMO),":[8],"population":[9,81,93,137,150,164],"initialization":[10,26,35,49,54,74,94,123,138,141,151,165],"is":[11,85,125],"always":[12],"essential":[13],"for":[14,95,166],"subsequent":[15],"processes":[17],"aimed":[18],"at":[19],"solving":[20],"problems.":[23],"While":[24],"random":[25,28,53],"(i.e.,":[27],"sampling)":[29],"remains":[30],"most":[32],"frequently":[33],"used":[34],"method":[36,142],"in":[37,103],"EMO":[38,63,96,105,132,170],"algorithms,":[39],"many":[40],"studies":[41,66],"have":[42,67],"indicated":[43],"that":[44],"utilization":[46],"alternative":[48],"methods":[50,79,124],"instead":[51],"can":[55],"significantly":[56],"improve":[57],"performance":[59],"original":[62],"algorithms.":[64,97,133],"Some":[65],"also":[68,153],"investigated":[69],"effects":[71,135],"different":[73],"techniques":[75],"or":[76],"parameters":[77],"(e.g.,":[78],"and":[80,139],"size).":[82],"However,":[83],"there":[84],"a":[86,111,160],"scarcity":[87],"recent":[89],"reviews":[90],"focusing":[91],"on":[92,114],"To":[98],"bridge":[99],"this":[100,108,115],"research":[101,106],"gap":[102],"community,":[107],"paper":[109],"provides":[110],"short":[112],"review":[113],"crucial":[116],"topic.":[117],"Specifically,":[118],"current":[120],"choice":[121],"briefly":[126],"summarized":[127],"by":[128],"using":[129],"some":[130],"representative":[131],"The":[134],"new":[140],"design":[143],"are":[144,152],"then":[145],"extensively":[146],"reviewed.":[147],"Insights":[148],"into":[149],"provided.":[154],"This":[155],"study":[156],"aims":[157],"to":[158,168],"provide":[159],"comprehensive":[161],"understanding":[162],"newcomers":[167],"community.":[171]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
