{"id":"https://openalex.org/W2008950890","doi":"https://doi.org/10.1145/2396761.2398616","title":"Polygene-based evolution","display_name":"Polygene-based evolution","publication_year":2012,"publication_date":"2012-10-29","ids":{"openalex":"https://openalex.org/W2008950890","doi":"https://doi.org/10.1145/2396761.2398616","mag":"2008950890"},"language":"en","primary_location":{"id":"doi:10.1145/2396761.2398616","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2396761.2398616","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st ACM international conference on Information and knowledge management","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/A5050255638","display_name":"Shuaiqiang Wang","orcid":"https://orcid.org/0000-0002-9212-1947"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I59483232","display_name":"Shandong University of Finance and Economics","ror":"https://ror.org/02e2nnq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I59483232"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuaiqiang Wang","raw_affiliation_strings":["Shandong University of Finance and Economics, Jinan, China","Shandong University, Jinan, China","Shandong University of Finance and Economics , Jinan , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University of Finance and Economics, Jinan, China","institution_ids":["https://openalex.org/I59483232"]},{"raw_affiliation_string":"Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Shandong University of Finance and Economics , Jinan , China","institution_ids":["https://openalex.org/I59483232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110667925","display_name":"Byron J. Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I13511017","display_name":"Texas State University","ror":"https://ror.org/05h9q1g27","country_code":"US","type":"education","lineage":["https://openalex.org/I13511017"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Byron J. Gao","raw_affiliation_strings":["Texas State University-San Marcos, San Marcos, TX, USA","Texas State University-San Marcos, San Marcos, TX, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas State University-San Marcos, San Marcos, TX, USA","institution_ids":["https://openalex.org/I13511017"]},{"raw_affiliation_string":"Texas State University-San Marcos, San Marcos, TX, USA#TAB#","institution_ids":["https://openalex.org/I13511017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016454888","display_name":"Shuangling Wang","orcid":"https://orcid.org/0000-0002-4243-3555"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I59483232","display_name":"Shandong University of Finance and Economics","ror":"https://ror.org/02e2nnq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I59483232"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuangling Wang","raw_affiliation_strings":["Shandong University of Finance and Economics, Jinan, China","Shandong University, Jinan, China","Shandong University, Jinan, CHINA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University of Finance and Economics, Jinan, China","institution_ids":["https://openalex.org/I59483232"]},{"raw_affiliation_string":"Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Shandong University, Jinan, CHINA","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056732559","display_name":"Guibao Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guibao Cao","raw_affiliation_strings":["Shandong University, Jinan, China","Shandong University, Jinan, CHINA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Shandong University, Jinan, CHINA","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100672586","display_name":"Yilong Yin","orcid":"https://orcid.org/0000-0001-8341-8792"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yilong Yin","raw_affiliation_strings":["Shandong University, Jinan, China","Shandong University, Jinan, CHINA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Shandong University, Jinan, CHINA","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0876102,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"2263","last_page":"2266"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9987000226974487,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9767000079154968,"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/polygene","display_name":"Polygene","score":0.9830315709114075},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4907151460647583},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.46566179394721985},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4570905566215515},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4176400303840637},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.40990158915519714},{"id":"https://openalex.org/keywords/evolutionary-biology","display_name":"Evolutionary biology","score":0.31910958886146545},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28802022337913513},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.2600749731063843},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.16640296578407288},{"id":"https://openalex.org/keywords/quantitative-trait-locus","display_name":"Quantitative trait locus","score":0.0915764570236206}],"concepts":[{"id":"https://openalex.org/C84799019","wikidata":"https://www.wikidata.org/wiki/Q426365","display_name":"Polygene","level":4,"score":0.9830315709114075},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4907151460647583},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.46566179394721985},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4570905566215515},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4176400303840637},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.40990158915519714},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.31910958886146545},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28802022337913513},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.2600749731063843},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.16640296578407288},{"id":"https://openalex.org/C81941488","wikidata":"https://www.wikidata.org/wiki/Q853421","display_name":"Quantitative trait locus","level":3,"score":0.0915764570236206},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2396761.2398616","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2396761.2398616","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st ACM international conference on Information and knowledge management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W412228611","https://openalex.org/W1479911746","https://openalex.org/W1497256448","https://openalex.org/W1585458135","https://openalex.org/W1605658401","https://openalex.org/W2166559705","https://openalex.org/W2917134690","https://openalex.org/W6629610141"],"related_works":["https://openalex.org/W2347380650","https://openalex.org/W2368778795","https://openalex.org/W2355424077","https://openalex.org/W2428355746","https://openalex.org/W1964235031","https://openalex.org/W2918273611","https://openalex.org/W2369346255","https://openalex.org/W2354142281","https://openalex.org/W2371581458","https://openalex.org/W2992207528"],"abstract_inverted_index":{"In":[0,22,38],"this":[1],"paper,":[2],"we":[3],"introduce":[4],"polygene-based":[5,39],"evolution,":[6],"a":[7,49],"novel":[8],"framework":[9,78],"for":[10],"evolutionary":[11,40],"algorithms":[12,41],"(EAs)":[13],"that":[14],"features":[15],"distinctive":[16],"operations":[17],"in":[18,64,95,109],"the":[19,25,43,76,98,104,107],"evolution":[20,27,44],"process.":[21],"traditional":[23],"EAs,":[24],"primitive":[26],"unit":[28,45],"is":[29,46],"gene,":[30],"where":[31],"genes":[32],"are":[33],"independent":[34],"components":[35],"during":[36],"evolution.":[37,88],"(PGEAs),":[42],"polygene,":[47],"i.e.,":[48],"set":[50],"of":[51,106],"co-regulated":[52],"genes.":[53],"Discovering":[54],"and":[55,71,86,100,111],"maintaining":[56],"quality":[57,66],"polygenes":[58],"can":[59],"play":[60],"an":[61],"effective":[62],"role":[63],"evolving":[65],"individuals.":[67],"Polygenes":[68],"generalize":[69,73],"genes,":[70],"PGEAs":[72],"EAs.":[74],"Implementing":[75],"PGEA":[77],"involves":[79],"three":[80],"phases:":[81],"polygene":[82,84],"discovery,":[83],"planting,":[85],"polygene-compatible":[87],"Extensive":[89],"experiments":[90],"on":[91],"function":[92],"optimization":[93],"benchmarks":[94],"comparison":[96],"with":[97],"conventional":[99],"state-of-the-art":[101],"EAs":[102],"demonstrate":[103],"potential":[105],"approach":[108],"accuracy":[110],"efficiency":[112],"improvement.":[113]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}