{"id":"https://openalex.org/W2774469429","doi":"https://doi.org/10.1080/00207721.2017.1412537","title":"PGA/MOEAD: a preference-guided evolutionary algorithm for multi-objective decision-making problems with interval-valued fuzzy preferences","display_name":"PGA/MOEAD: a preference-guided evolutionary algorithm for multi-objective decision-making problems with interval-valued fuzzy preferences","publication_year":2017,"publication_date":"2017-12-13","ids":{"openalex":"https://openalex.org/W2774469429","doi":"https://doi.org/10.1080/00207721.2017.1412537","mag":"2774469429"},"language":"en","primary_location":{"id":"doi:10.1080/00207721.2017.1412537","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207721.2017.1412537","pdf_url":null,"source":{"id":"https://openalex.org/S129640837","display_name":"International Journal of Systems Science","issn_l":"0020-7721","issn":["0020-7721","1464-5319"],"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 Systems Science","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/A5100372676","display_name":"Bin Luo","orcid":"https://orcid.org/0000-0001-5948-5055"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Luo","raw_affiliation_strings":["School of Mechatronics Engineering, Harbin Institute of Technology, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechatronics Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100342029","display_name":"Lin Lin","orcid":"https://orcid.org/0000-0001-9525-1168"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lin Lin","raw_affiliation_strings":["School of Mechatronics Engineering, Harbin Institute of Technology, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechatronics Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031306802","display_name":"Shisheng Zhong","orcid":"https://orcid.org/0000-0001-5622-9953"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"ShiSheng Zhong","raw_affiliation_strings":["School of Mechatronics Engineering, Harbin Institute of Technology, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechatronics Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100342029"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":0.2291,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.59401178,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"49","issue":"3","first_page":"595","last_page":"616"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9987000226974487,"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/T12709","display_name":"Optimization and Mathematical Programming","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.6495056748390198},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6371705532073975},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6112971901893616},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.6096235513687134},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5456541180610657},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.5391950607299805},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.5106599926948547},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4723542630672455},{"id":"https://openalex.org/keywords/multiple-criteria-decision-analysis","display_name":"Multiple-criteria decision analysis","score":0.4704904556274414},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4598250687122345},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.45359793305397034},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.37952572107315063},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2859777808189392},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09005686640739441},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06145554780960083}],"concepts":[{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.6495056748390198},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6371705532073975},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6112971901893616},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.6096235513687134},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5456541180610657},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.5391950607299805},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.5106599926948547},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4723542630672455},{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.4704904556274414},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4598250687122345},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.45359793305397034},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37952572107315063},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2859777808189392},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09005686640739441},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06145554780960083},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/00207721.2017.1412537","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207721.2017.1412537","pdf_url":null,"source":{"id":"https://openalex.org/S129640837","display_name":"International Journal of Systems Science","issn_l":"0020-7721","issn":["0020-7721","1464-5319"],"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 Systems Science","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tsysxx:v:49:y:2018:i:3:p:595-616","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207721.2017.1412537","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":0.6899999976158142,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G1673170091","display_name":null,"funder_award_id":"51775132","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6971874202","display_name":null,"funder_award_id":"MHRD20150104","funder_id":"https://openalex.org/F4320324522","funder_display_name":"Civil Aviation Administration 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/F4320324522","display_name":"Civil Aviation Administration of China","ror":"https://ror.org/05gfwht30"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W906609756","https://openalex.org/W1518262987","https://openalex.org/W1546937057","https://openalex.org/W1733107040","https://openalex.org/W1761432600","https://openalex.org/W1846834309","https://openalex.org/W1971466892","https://openalex.org/W1985730250","https://openalex.org/W1993223769","https://openalex.org/W2003610871","https://openalex.org/W2008028836","https://openalex.org/W2010445927","https://openalex.org/W2018278688","https://openalex.org/W2019416827","https://openalex.org/W2021297832","https://openalex.org/W2021776358","https://openalex.org/W2023591577","https://openalex.org/W2042919259","https://openalex.org/W2045711958","https://openalex.org/W2047156683","https://openalex.org/W2056487509","https://openalex.org/W2061339345","https://openalex.org/W2070000327","https://openalex.org/W2072620509","https://openalex.org/W2089045771","https://openalex.org/W2106334424","https://openalex.org/W2106504578","https://openalex.org/W2110828487","https://openalex.org/W2116555342","https://openalex.org/W2125899728","https://openalex.org/W2131202053","https://openalex.org/W2136386226","https://openalex.org/W2143381319","https://openalex.org/W2146216407","https://openalex.org/W2150046657","https://openalex.org/W2170589503","https://openalex.org/W2294595309","https://openalex.org/W2505841630","https://openalex.org/W2616627863","https://openalex.org/W4231397353","https://openalex.org/W4248461040"],"related_works":["https://openalex.org/W2804188782","https://openalex.org/W4220704772","https://openalex.org/W3035952176","https://openalex.org/W4313893761","https://openalex.org/W3205037567","https://openalex.org/W154089963","https://openalex.org/W3196060399","https://openalex.org/W579172577","https://openalex.org/W2132261783","https://openalex.org/W1981145713"],"abstract_inverted_index":{"In":[0,142],"this":[1],"research,":[2],"we":[3],"propose":[4],"a":[5,25,76,86,90,110,129],"preference-guided":[6,91],"optimisation":[7,80,92,121],"algorithm":[8,93,99,115],"for":[9,123],"multi-criteria":[10],"decision-making":[11],"(MCDM)":[12],"problems":[13],"with":[14,69],"interval-valued":[15,19,70,139],"fuzzy":[16,20,71,140],"preferences.":[17,141],"The":[18,113],"preferences":[21,72],"are":[22,152],"decomposed":[23,87],"into":[24,56,75],"series":[26,77],"of":[27,44,78,133,145,158,170],"precise":[28],"and":[29,148,162,168],"evenly":[30],"distributed":[31],"preference-vectors":[32,58,118],"(reference":[33],"directions)":[34],"regarding":[35],"the":[36,42,50,57,61,66,107,117,120,125,134,138,156,159,163,166,171],"objectives":[37],"to":[38,85,105,154],"be":[39],"optimised":[40],"on":[41,60,95,101],"basis":[43],"uniform":[45],"design":[46],"strategy":[47],"firstly.":[48],"Then":[49],"preference":[51],"information":[52],"is":[53,73,103],"further":[54],"incorporated":[55],"based":[59,94,100],"boundary":[62],"intersection":[63],"approach,":[64],"meanwhile,":[65],"MCDM":[67],"problem":[68],"reformulated":[74],"single-objective":[79],"sub-problems":[81,108],"(each":[82],"sub-problem":[83],"corresponds":[84],"preference-vector).":[88],"Finally,":[89],"MOEA/D":[96],"(multi-objective":[97],"evolutionary":[98],"decomposition)":[102],"proposed":[104,114,160],"solve":[106],"in":[109],"single":[111],"run.":[112],"incorporates":[116],"within":[119],"process":[122],"guiding":[124],"search":[126],"procedure":[127],"towards":[128],"more":[130],"promising":[131],"subset":[132],"efficient":[135],"solutions":[136],"matching":[137],"particular,":[143],"lots":[144],"test":[146],"instances":[147],"an":[149],"engineering":[150],"application":[151],"employed":[153],"validate":[155],"performance":[157],"algorithm,":[161],"results":[164],"demonstrate":[165],"effectiveness":[167],"feasibility":[169],"algorithm.":[172]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}