{"id":"https://openalex.org/W2043792425","doi":"https://doi.org/10.4304/jsw.9.1.104-110","title":"Estimation of Distribution Algorithms for Knapsack Problem","display_name":"Estimation of Distribution Algorithms for Knapsack Problem","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2043792425","doi":"https://doi.org/10.4304/jsw.9.1.104-110","mag":"2043792425"},"language":"en","primary_location":{"id":"doi:10.4304/jsw.9.1.104-110","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jsw.9.1.104-110","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","raw_type":"journal-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/A5081713683","display_name":"Shang Gao","orcid":"https://orcid.org/0000-0002-1687-412X"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shang Gao","raw_affiliation_strings":["School of Computer Science and Technology, Jiangsu University of Science and Technology, Zhenjiang, 212003"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Jiangsu University of Science and Technology, Zhenjiang, 212003","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108473110","display_name":"Ling Qiu","orcid":"https://orcid.org/0000-0002-8729-1861"},"institutions":[{"id":"https://openalex.org/I64852412","display_name":"Sichuan University of Science and Engineering","ror":"https://ror.org/053fzma23","country_code":"CN","type":"education","lineage":["https://openalex.org/I64852412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Qiu","raw_affiliation_strings":["Artificial Intelligence of Key Laboratory of Sichuan Province, Sichuan University of Science and Engineering , Zigong 643000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence of Key Laboratory of Sichuan Province, Sichuan University of Science and Engineering , Zigong 643000","institution_ids":["https://openalex.org/I64852412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103295802","display_name":"Cungen Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cungen Cao","raw_affiliation_strings":["Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of#R##N#Sciences, Beijing 100080"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of#R##N#Sciences, Beijing 100080","institution_ids":["https://openalex.org/I4210090176"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2141,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.82839153,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"9","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12176","display_name":"Optimization and Packing Problems","score":0.9814000129699707,"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"}},"topics":[{"id":"https://openalex.org/T12176","display_name":"Optimization and Packing Problems","score":0.9814000129699707,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9621000289916992,"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/T12288","display_name":"Optimization and Search Problems","score":0.9549000263214111,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/knapsack-problem","display_name":"Knapsack problem","score":0.9408045411109924},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9001563787460327},{"id":"https://openalex.org/keywords/estimation-of-distribution-algorithm","display_name":"Estimation of distribution algorithm","score":0.7052356004714966},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.44681620597839355},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.43686580657958984},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4063679575920105},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07515949010848999}],"concepts":[{"id":"https://openalex.org/C113138325","wikidata":"https://www.wikidata.org/wiki/Q864457","display_name":"Knapsack problem","level":2,"score":0.9408045411109924},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9001563787460327},{"id":"https://openalex.org/C162500139","wikidata":"https://www.wikidata.org/wiki/Q2835887","display_name":"Estimation of distribution algorithm","level":2,"score":0.7052356004714966},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.44681620597839355},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.43686580657958984},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4063679575920105},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07515949010848999},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4304/jsw.9.1.104-110","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jsw.9.1.104-110","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W147860861","https://openalex.org/W180893456","https://openalex.org/W1479911746","https://openalex.org/W1598701198","https://openalex.org/W1692958259","https://openalex.org/W1971309542","https://openalex.org/W2004268641","https://openalex.org/W2023489120","https://openalex.org/W2041737216","https://openalex.org/W2119152549","https://openalex.org/W2135859642","https://openalex.org/W2324956303","https://openalex.org/W2325344536","https://openalex.org/W2332422571","https://openalex.org/W2364589212","https://openalex.org/W2373638405","https://openalex.org/W2393129830","https://openalex.org/W2464201894","https://openalex.org/W2561675875","https://openalex.org/W2585550685","https://openalex.org/W3035150140","https://openalex.org/W3146524375","https://openalex.org/W3184808491","https://openalex.org/W6607352366","https://openalex.org/W6651650104","https://openalex.org/W6656023928"],"related_works":["https://openalex.org/W2386215992","https://openalex.org/W1980560355","https://openalex.org/W2353693419","https://openalex.org/W2143313202","https://openalex.org/W4312222677","https://openalex.org/W179363847","https://openalex.org/W1523336140","https://openalex.org/W4318603287","https://openalex.org/W2402974460","https://openalex.org/W2375785848"],"abstract_inverted_index":{"Estimation":[0],"of":[1,11,20,23,31,44,54,57,77,83],"distribution":[2,34],"algorithms":[3],"(":[4],"EDAs":[5,15,67,97],")":[6],"is":[7,38,46,68,98,110],"a":[8],"new":[9],"kind":[10],"evolution":[12],"algorithm.":[13,129],"In":[14,63],",":[16],"through":[17],"the":[18,21,29,32,41,58,66,72,96,104],"statistics":[19],"information":[22],"selected":[24],"individuals":[25],"in":[26,35],"current":[27],"group,":[28],"probability":[30],"individual":[33],"next":[36,42],"generation":[37,43],"given":[39,111],"and":[40,85,100],"group":[45],"formed":[47],"by":[48],"random":[49],"sampling.":[50],"A":[51],"wide":[52],"range":[53],"mathematical":[55],"model":[56],"knapsack":[59,73,105],"problem":[60,121],"are":[61,90],"proposed.":[62],"this":[64],"paper,":[65],"applied":[69],"to":[70],"solve":[71],"problem.":[74,106],"The":[75,107],"influence":[76],"several":[78],"strategies,":[79],"such":[80],"as":[81],"numbers":[82],"population":[84,87],"better":[86],"selection":[88],"proportions":[89],"analyzed.":[91],"Simulation":[92],"results":[93],"show":[94],"that":[95],"reliable":[99],"effective":[101],"for":[102,118,122],"solving":[103],"Maltab":[108],"code":[109],"also.":[112],"It":[113],"can":[114],"easily":[115],"be":[116],"modified":[117],"any":[119],"combinatorial":[120],"which":[123],"we":[124],"have":[125],"no":[126],"good":[127],"specialized":[128]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}