{"id":"https://openalex.org/W2399225627","doi":"https://doi.org/10.1080/00207543.2016.1189105","title":"A hybrid multi-agent negotiation protocol supporting supplier selection for multiple products with synergy effect","display_name":"A hybrid multi-agent negotiation protocol supporting supplier selection for multiple products with synergy effect","publication_year":2016,"publication_date":"2016-05-25","ids":{"openalex":"https://openalex.org/W2399225627","doi":"https://doi.org/10.1080/00207543.2016.1189105","mag":"2399225627"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2016.1189105","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2016.1189105","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","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/A5101711159","display_name":"Chunxia Yu","orcid":"https://orcid.org/0000-0001-9696-3095"},"institutions":[{"id":"https://openalex.org/I204553293","display_name":"China University of Petroleum, Beijing","ror":"https://ror.org/041qf4r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I204553293"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chunxia Yu","raw_affiliation_strings":["Academy of Chinese Energy Strategy, China University of Petroleum-Beijing, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academy of Chinese Energy Strategy, China University of Petroleum-Beijing, Beijing, China","institution_ids":["https://openalex.org/I204553293"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102170750","display_name":"T.N. Wong","orcid":null},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"T.N. Wong","raw_affiliation_strings":["Department of Industrial and Manufacturing Systems Engineering, The University of Hong Kong, Hong Kong, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Manufacturing Systems Engineering, The University of Hong Kong, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100382298","display_name":"Zhi Li","orcid":"https://orcid.org/0000-0002-6998-9027"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Li","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Computer Integrated Manufacturing, Guangdong University of Technology, Guangzhou, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Computer Integrated Manufacturing, Guangdong University of Technology, Guangzhou, P.R. China","institution_ids":["https://openalex.org/I139024713"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101711159"],"corresponding_institution_ids":["https://openalex.org/I204553293"],"apc_list":null,"apc_paid":null,"fwci":2.2382,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.88925911,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"55","issue":"1","first_page":"18","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9998000264167786,"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/T11182","display_name":"Auction Theory and Applications","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9926999807357788,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/negotiation","display_name":"Negotiation","score":0.8038607835769653},{"id":"https://openalex.org/keywords/purchasing","display_name":"Purchasing","score":0.7455203533172607},{"id":"https://openalex.org/keywords/procurement","display_name":"Procurement","score":0.6345348954200745},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.5846920013427734},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.578643262386322},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5303531289100647},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.5076144933700562},{"id":"https://openalex.org/keywords/supplier-relationship-management","display_name":"Supplier relationship management","score":0.4942152798175812},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4739691913127899},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.461550235748291},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.4549119770526886},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.4509352147579193},{"id":"https://openalex.org/keywords/reverse-auction","display_name":"Reverse auction","score":0.42988812923431396},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3956184387207031},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.18946966528892517},{"id":"https://openalex.org/keywords/bidding","display_name":"Bidding","score":0.12537649273872375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.0934133231639862}],"concepts":[{"id":"https://openalex.org/C199776023","wikidata":"https://www.wikidata.org/wiki/Q202875","display_name":"Negotiation","level":2,"score":0.8038607835769653},{"id":"https://openalex.org/C2778813691","wikidata":"https://www.wikidata.org/wiki/Q1369832","display_name":"Purchasing","level":2,"score":0.7455203533172607},{"id":"https://openalex.org/C201650216","wikidata":"https://www.wikidata.org/wiki/Q829492","display_name":"Procurement","level":2,"score":0.6345348954200745},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.5846920013427734},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.578643262386322},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5303531289100647},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.5076144933700562},{"id":"https://openalex.org/C104861157","wikidata":"https://www.wikidata.org/wiki/Q1357275","display_name":"Supplier relationship management","level":4,"score":0.4942152798175812},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4739691913127899},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.461550235748291},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.4549119770526886},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4509352147579193},{"id":"https://openalex.org/C194291561","wikidata":"https://www.wikidata.org/wiki/Q2852717","display_name":"Reverse auction","level":3,"score":0.42988812923431396},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3956184387207031},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.18946966528892517},{"id":"https://openalex.org/C9233905","wikidata":"https://www.wikidata.org/wiki/Q3276328","display_name":"Bidding","level":2,"score":0.12537649273872375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0934133231639862},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/00207543.2016.1189105","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2016.1189105","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:55:y:2017:i:1:p:18-37","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2016.1189105","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G3630684106","display_name":null,"funder_award_id":"2462013YJRC013","funder_id":"https://openalex.org/F4320326291","funder_display_name":"Science Foundation of China University of Petroleum, Beijing"},{"id":"https://openalex.org/G7585936039","display_name":"\u8003\u8651\u4ea7\u54c1\u95f4\u534f\u540c\u6548\u5e94\u7684\u591a\u4ea7\u54c1\u7ec4\u5408\u91c7\u8d2d\u95ee\u9898\u7814\u7a76","funder_award_id":"71501187","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8684708606","display_name":null,"funder_award_id":"51405089","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"},{"id":"https://openalex.org/F4320326291","display_name":"Science Foundation of China University of Petroleum, Beijing","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W261162035","https://openalex.org/W753384405","https://openalex.org/W839032584","https://openalex.org/W1590775873","https://openalex.org/W1904065432","https://openalex.org/W1977029836","https://openalex.org/W1979948855","https://openalex.org/W1979981826","https://openalex.org/W1980231510","https://openalex.org/W1980310052","https://openalex.org/W1981846783","https://openalex.org/W1987336233","https://openalex.org/W1988235281","https://openalex.org/W1997131840","https://openalex.org/W2007099474","https://openalex.org/W2008255493","https://openalex.org/W2015342876","https://openalex.org/W2028696988","https://openalex.org/W2036334988","https://openalex.org/W2054690146","https://openalex.org/W2061344801","https://openalex.org/W2064658939","https://openalex.org/W2068571405","https://openalex.org/W2075494237","https://openalex.org/W2076760908","https://openalex.org/W2085850992","https://openalex.org/W2105440797","https://openalex.org/W2112374372","https://openalex.org/W2115852343","https://openalex.org/W2144914362","https://openalex.org/W2151408086","https://openalex.org/W2173586561","https://openalex.org/W2195241277","https://openalex.org/W2289585936","https://openalex.org/W2300988582","https://openalex.org/W2612690410","https://openalex.org/W4205960197"],"related_works":["https://openalex.org/W4232017506","https://openalex.org/W4387716772","https://openalex.org/W4256237222","https://openalex.org/W928423196","https://openalex.org/W2727134609","https://openalex.org/W1542645443","https://openalex.org/W2378738123","https://openalex.org/W1987512878","https://openalex.org/W2140073938","https://openalex.org/W289221621"],"abstract_inverted_index":{"Supplier":[0],"selection":[1,56,66,99],"is":[2,13,44,70,89,104,121,172],"an":[3,71,79],"important":[4],"problem":[5],"in":[6,54,163],"supply":[7],"chain":[8],"management.":[9],"In":[10,26,145],"practice,":[11],"it":[12],"common":[14],"for":[15,96,142],"a":[16,21,92,105],"purchasing":[17,126,149],"company":[18,127,150],"to":[19,47,63,90,123,174],"procure":[20],"bundle":[22],"of":[23,41,86,109,135,180],"products":[24,34,53,137,162],"simultaneously.":[25],"this":[27,87],"regard,":[28],"synergy":[29,50,159],"effect":[30,51,160],"could":[31],"exist":[32],"between":[33,52,161],"and":[35,114,128,139,151,178],"hence":[36],"affect":[37],"the":[38,49,125,132,148,158,168,176,181],"final":[39],"choice":[40],"suppliers.":[42],"It":[43],"therefore":[45],"necessary":[46],"incorporate":[48],"supplier":[55,65,98],"process.":[57,67],"Agent-based":[58],"negotiation":[59,82,93,102,119,164,169,182],"models":[60],"are":[61],"applied":[62],"automate":[64],"Negotiation":[68],"protocol":[69,94,103,108,113,120],"essential":[72],"component":[73],"should":[74],"be":[75],"considered":[76],"when":[77],"building":[78],"effective":[80],"agent":[81],"model.":[83],"The":[84,101,118],"objective":[85],"research":[88],"propose":[91],"special":[95],"multi-product":[97],"problem.":[100],"hybrid":[106],"multi-agent":[107],"combinatorial":[110],"procurement":[111],"auction":[112],"multi-bilateral":[115],"bargaining":[116],"protocol.":[117,170,183],"able":[122],"support":[124],"suppliers":[129,141,152],"negotiate":[130],"on":[131,157],"concrete":[133],"commitments":[134],"multiple":[136,143],"simultaneously,":[138],"select":[140],"products.":[144],"addition,":[146],"both":[147],"can":[153],"express":[154],"their":[155],"preferences":[156],"process":[165],"by":[166],"adopting":[167],"Simulation":[171],"conducted":[173],"demonstrate":[175],"effectiveness":[177],"efficiency":[179]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}