{"id":"https://openalex.org/W2393511352","doi":"https://doi.org/10.3233/jifs-169018","title":"A novel Bi-Ant colony optimization algorithm for solving multi-objective service selection problem","display_name":"A novel Bi-Ant colony optimization algorithm for solving multi-objective service selection problem","publication_year":2016,"publication_date":"2016-07-22","ids":{"openalex":"https://openalex.org/W2393511352","doi":"https://doi.org/10.3233/jifs-169018","mag":"2393511352"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-169018","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169018","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","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/A5042168814","display_name":"Liping Huang","orcid":"https://orcid.org/0000-0001-7314-0379"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liping Huang","raw_affiliation_strings":["College of Information Science & Engineering, Northeastern University, Shen Yang, China","Software College, Northeastern University, Shen Yang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science & Engineering, Northeastern University, Shen Yang, China","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"Software College, Northeastern University, Shen Yang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055136222","display_name":"Bin Zhang","orcid":"https://orcid.org/0000-0003-3328-4233"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Zhang","raw_affiliation_strings":["College of Information Science & Engineering, Northeastern University, Shen Yang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science & Engineering, Northeastern University, Shen Yang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085861007","display_name":"Xun Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I116036724","display_name":"Shenyang Ligong University","ror":"https://ror.org/03m20nr07","country_code":"CN","type":"education","lineage":["https://openalex.org/I116036724"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xun Yuan","raw_affiliation_strings":["Institute of Information Science & Engineering, Shenyang Ligong University, Shen Yang, China","E-mail:","Fax: +86 24 83680522"],"affiliations":[{"raw_affiliation_string":"Institute of Information Science & Engineering, Shenyang Ligong University, Shen Yang, China","institution_ids":["https://openalex.org/I116036724"]},{"raw_affiliation_string":"E-mail:","institution_ids":[]},{"raw_affiliation_string":"Fax: +86 24 83680522","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100687489","display_name":"Changsheng Zhang","orcid":"https://orcid.org/0000-0003-3762-1954"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changsheng Zhang","raw_affiliation_strings":["College of Information Science & Engineering, Northeastern University, Shen Yang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science & Engineering, Northeastern University, Shen Yang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044361097","display_name":"Anxiang Ma","orcid":"https://orcid.org/0009-0007-4290-8171"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anxiang Ma","raw_affiliation_strings":["College of Information Science & Engineering, Northeastern University, Shen Yang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science & Engineering, Northeastern University, Shen Yang, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5042168814"],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":null,"apc_paid":null,"fwci":2.654,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.91503653,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"31","issue":"2","first_page":"873","last_page":"884"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11478","display_name":"Caching and Content Delivery","score":0.984499990940094,"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/skyline","display_name":"Skyline","score":0.8127193450927734},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.7971876263618469},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7480542063713074},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5947204828262329},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5711740851402283},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5110563039779663},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4842800498008728},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.459585577249527},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4238366484642029},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35625767707824707},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25741255283355713},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.15890347957611084},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1355738341808319}],"concepts":[{"id":"https://openalex.org/C2780757406","wikidata":"https://www.wikidata.org/wiki/Q465837","display_name":"Skyline","level":2,"score":0.8127193450927734},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.7971876263618469},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7480542063713074},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5947204828262329},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5711740851402283},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5110563039779663},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4842800498008728},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.459585577249527},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4238366484642029},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35625767707824707},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25741255283355713},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15890347957611084},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1355738341808319},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-169018","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169018","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1965040190","https://openalex.org/W1973137808","https://openalex.org/W1995339368","https://openalex.org/W1996162665","https://openalex.org/W1996558724","https://openalex.org/W2007478346","https://openalex.org/W2013040232","https://openalex.org/W2018082374","https://openalex.org/W2032685209","https://openalex.org/W2039298419","https://openalex.org/W2060240123","https://openalex.org/W2075270510","https://openalex.org/W2096308896","https://openalex.org/W2097120955","https://openalex.org/W2100533219","https://openalex.org/W2101461267","https://openalex.org/W2113730491","https://openalex.org/W2114296561","https://openalex.org/W2150271850","https://openalex.org/W2156947624","https://openalex.org/W2159968262","https://openalex.org/W2275530856","https://openalex.org/W2331929177","https://openalex.org/W6649091317","https://openalex.org/W6649492846","https://openalex.org/W6674919739","https://openalex.org/W6675092109","https://openalex.org/W6675482267","https://openalex.org/W6694821995"],"related_works":["https://openalex.org/W1994126304","https://openalex.org/W2087306197","https://openalex.org/W1973297295","https://openalex.org/W2316530548","https://openalex.org/W2505069962","https://openalex.org/W3096764880","https://openalex.org/W2039842051","https://openalex.org/W2317048282","https://openalex.org/W102592377","https://openalex.org/W2346511343"],"abstract_inverted_index":{"The":[0,93,114,124],"multi-objective":[1],"service":[2,81],"selection":[3],"problem":[4,8],"is":[5,14,67,118,130],"a":[6,19,45,49,62],"basic":[7],"in":[9,98],"Service":[10],"Computing":[11],"and":[12,36,48,101,108,132,136],"it":[13],"NP-Hard.":[15],"This":[16],"paper":[17],"proposes":[18],"novel":[20],"Bi-Ant":[21],"colony":[22],"optimization":[23],"(NBACO)":[24],"algorithm":[25,78,94,107,110],"for":[26,79,111],"this":[27,59,112],"problem.":[28,60,113],"Two":[29],"objective":[30,43],"functions":[31],"related":[32,105],"to":[33,83,103],"response":[34],"time":[35],"cost":[37],"attributes":[38],"are":[39,53],"considered.":[40],"For":[41],"each":[42,80],",":[44],"heuristic":[46],"function":[47],"pheromone":[50],"updating":[51],"policy":[52],"defined":[54],"against":[55],"the":[56,85,89,104],"characteristics":[57],"of":[58,91,116],"Then,":[61],"combined":[63],"state":[64],"transition":[65],"rule":[66],"designed":[68],"based":[69],"on":[70],"them.":[71],"It":[72],"uses":[73],"preposition":[74],"skyline":[75],"query":[76],"(PSQ)":[77],"class":[82],"reduce":[84],"candidate":[86],"services":[87],"at":[88],"beginning":[90],"NBACO.":[92],"has":[95],"been":[96],"tested":[97],"nine":[99],"cases":[100],"compared":[102],"MOACO":[106,135],"Co-Evolution":[109],"efficiency":[115],"NBACO":[117],"greatly":[119],"improved":[120],"by":[121],"using":[122],"PSQ.":[123],"result":[125],"demonstrates":[126],"that":[127],"our":[128],"approach":[129],"effective":[131],"better":[133],"than":[134],"Co-Evolution.":[137]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
