{"id":"https://openalex.org/W3169919056","doi":"https://doi.org/10.1109/cscwd49262.2021.9437795","title":"Method Towards Service Composition Optimization on Cost-effective using Mixed Flower Pollination Algorithm","display_name":"Method Towards Service Composition Optimization on Cost-effective using Mixed Flower Pollination Algorithm","publication_year":2021,"publication_date":"2021-05-05","ids":{"openalex":"https://openalex.org/W3169919056","doi":"https://doi.org/10.1109/cscwd49262.2021.9437795","mag":"3169919056"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd49262.2021.9437795","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd49262.2021.9437795","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","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/A5089105870","display_name":"Jiakai Wu","orcid":"https://orcid.org/0000-0002-1494-5633"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiakai Wu","raw_affiliation_strings":["College of Computer Science & Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science & Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025660951","display_name":"Wenan Tan","orcid":"https://orcid.org/0000-0003-2608-652X"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenan Tan","raw_affiliation_strings":["College of Computer Science & Technology, Nanjing University of Aeronautics and Astronautics College of Computer & Information Engineering, Shanghai Polytechnic University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science & Technology, Nanjing University of Aeronautics and Astronautics College of Computer & Information Engineering, Shanghai Polytechnic University, Shanghai, China","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9842412"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"37","last_page":"42"},"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":0.9998999834060669,"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":0.9998999834060669,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9580000042915344,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9550999999046326,"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/computer-science","display_name":"Computer science","score":0.7028748989105225},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.5723000764846802},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5543149709701538},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.5487939119338989},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.5127776265144348},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.508225679397583},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4922460615634918},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4372618794441223},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.4334607720375061},{"id":"https://openalex.org/keywords/composition","display_name":"Composition (language)","score":0.43080201745033264},{"id":"https://openalex.org/keywords/pollination","display_name":"Pollination","score":0.42289888858795166},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4226861596107483},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2136976718902588},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12223231792449951},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08762335777282715},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.07216203212738037}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7028748989105225},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.5723000764846802},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5543149709701538},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.5487939119338989},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.5127776265144348},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.508225679397583},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4922460615634918},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4372618794441223},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.4334607720375061},{"id":"https://openalex.org/C40231798","wikidata":"https://www.wikidata.org/wiki/Q1333743","display_name":"Composition (language)","level":2,"score":0.43080201745033264},{"id":"https://openalex.org/C168197293","wikidata":"https://www.wikidata.org/wiki/Q134624","display_name":"Pollination","level":3,"score":0.42289888858795166},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4226861596107483},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2136976718902588},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12223231792449951},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08762335777282715},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.07216203212738037},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2780618852","wikidata":"https://www.wikidata.org/wiki/Q79932","display_name":"Pollen","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd49262.2021.9437795","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd49262.2021.9437795","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7512450211","display_name":"\u590d\u6742\u793e\u4f1a\u7f51\u7edc\u8de8\u7ec4\u7ec7\u4e1a\u52a1\u8fc7\u7a0b\u6316\u6398\u53ca\u5176\u52a8\u6001\u4f18\u5316\u6a21\u578b\u7814\u7a76","funder_award_id":"61672022","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1794270832","https://openalex.org/W2126105956","https://openalex.org/W2126212520","https://openalex.org/W2146439308","https://openalex.org/W2247923062","https://openalex.org/W2508426174","https://openalex.org/W2523070888","https://openalex.org/W2587347458","https://openalex.org/W2737521510","https://openalex.org/W2751686226","https://openalex.org/W2770763174","https://openalex.org/W2789860113","https://openalex.org/W2804882489","https://openalex.org/W2916512172","https://openalex.org/W2953476305","https://openalex.org/W3014318552","https://openalex.org/W6725289039","https://openalex.org/W6751869170"],"related_works":["https://openalex.org/W2393511450","https://openalex.org/W2350558692","https://openalex.org/W4293173287","https://openalex.org/W3042772149","https://openalex.org/W2739612537","https://openalex.org/W2963155845","https://openalex.org/W2087839663","https://openalex.org/W1994686097","https://openalex.org/W2028934378","https://openalex.org/W1494807122"],"abstract_inverted_index":{"Web":[0,26,40],"services":[1,18],"have":[2],"been":[3],"widely":[4],"used":[5],"in":[6,9,160],"various":[7],"industries":[8],"recent":[10],"years.":[11],"Faced":[12],"with":[13,19,114,166],"a":[14,52,88,96],"large":[15],"number":[16],"of":[17,39,43,64,72,75,143,163],"the":[20,36,44,48,61,69,107,115,125,141,144,148,161],"same":[21],"functions":[22],"and":[23,77,119,134],"different":[24],"quality,":[25],"service":[27,49,76,78,91,164],"composition":[28,50,165],"optimization":[29,54,84,149,168],"is":[30,102,112],"an":[31],"important":[32],"technical":[33],"approach":[34],"for":[35,172],"widespread":[37],"application":[38],"services.":[41],"Most":[42],"existing":[45],"researches":[46],"regard":[47],"as":[51,82],"single-objective":[53],"problem,":[55],"but":[56],"this":[57,94,105],"does":[58],"not":[59],"meet":[60],"diverse":[62],"needs":[63,71],"users.":[65],"In":[66,104,129],"response":[67],"to":[68,86,123,146],"complex":[70],"users,":[73],"quality":[74],"cost":[79],"are":[80,138],"chosen":[81],"two":[83],"goals":[85],"achieve":[87],"cost-effective":[89],"oriented":[90],"composition.":[92],"For":[93],"purpose,":[95],"mixed":[97],"flower":[98,109],"pollination":[99,110],"algorithm":[100,111,145],"(MFPA)":[101],"proposed.":[103],"paper,":[106],"original":[108],"combined":[113],"fast":[116],"non-dominated":[117],"sorting":[118],"population":[120],"selection":[121],"strategy":[122,133,137],"solve":[124],"Pareto":[126],"optimal":[127],"set.":[128],"addition,":[130],"differential":[131],"evolution":[132],"random":[135],"disturbance":[136],"added":[139],"during":[140],"execution":[142],"improve":[147],"ability.":[150],"The":[151],"experimental":[152],"results":[153],"show":[154],"that":[155],"MFPA":[156],"has":[157],"more":[158],"advantages":[159],"field":[162],"multi-objective":[167,173],"than":[169],"other":[170],"algorithms":[171],"optimizations.":[174]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}