{"id":"https://openalex.org/W4403534373","doi":"https://doi.org/10.1109/codit62066.2024.10708226","title":"Preference-free exploration of Pareto-efficient solutions","display_name":"Preference-free exploration of Pareto-efficient solutions","publication_year":2024,"publication_date":"2024-07-01","ids":{"openalex":"https://openalex.org/W4403534373","doi":"https://doi.org/10.1109/codit62066.2024.10708226"},"language":"en","primary_location":{"id":"doi:10.1109/codit62066.2024.10708226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit62066.2024.10708226","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 10th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-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/A5016497674","display_name":"M. Makowski","orcid":"https://orcid.org/0000-0002-6107-0972"},"institutions":[{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"funder","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Marek Makowski","raw_affiliation_strings":["Polish Academy of Sciences,Systems Research Institute,Warsaw,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Polish Academy of Sciences,Systems Research Institute,Warsaw,Poland","institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083157498","display_name":"Janusz Granat","orcid":"https://orcid.org/0000-0003-3130-5555"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Janusz Granat","raw_affiliation_strings":["Warsaw University of Technology,Warsaw,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Warsaw University of Technology,Warsaw,Poland","institution_ids":["https://openalex.org/I108403487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027151563","display_name":"Andrii Shekhovtsov","orcid":"https://orcid.org/0000-0002-0834-2019"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Andrii Shekhovtsov","raw_affiliation_strings":["Warsaw University of Technology,Warsaw,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Warsaw University of Technology,Warsaw,Poland","institution_ids":["https://openalex.org/I108403487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044247462","display_name":"Zbigniew Nahorski","orcid":"https://orcid.org/0000-0002-2340-8020"},"institutions":[{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"funder","lineage":["https://openalex.org/I99542240"]},{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Zbigniew Nahorski","raw_affiliation_strings":["Polish Academy of Sciences,Systems Research Institute,Warsaw,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Polish Academy of Sciences,Systems Research Institute,Warsaw,Poland","institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074525103","display_name":"Jinyang Zhao","orcid":"https://orcid.org/0000-0002-9135-2225"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyang Zhao","raw_affiliation_strings":["East China University of Science and Technology,School of Business,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East China University of Science and Technology,School of Business,Shanghai,China","institution_ids":["https://openalex.org/I143593769"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5016497674"],"corresponding_institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"],"apc_list":null,"apc_paid":null,"fwci":0.3341,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64018399,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"124","issue":null,"first_page":"1762","last_page":"1767"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9332000017166138,"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":0.9332000017166138,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.7023083567619324},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.6402506828308105},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5818980932235718},{"id":"https://openalex.org/keywords/pareto-optimal","display_name":"Pareto optimal","score":0.45850640535354614},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4524289071559906},{"id":"https://openalex.org/keywords/pareto-analysis","display_name":"Pareto analysis","score":0.43079009652137756},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.34430649876594543},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1923115849494934},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.18718621134757996},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.16438108682632446},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15001055598258972}],"concepts":[{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.7023083567619324},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.6402506828308105},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5818980932235718},{"id":"https://openalex.org/C2986314615","wikidata":"https://www.wikidata.org/wiki/Q36829","display_name":"Pareto optimal","level":3,"score":0.45850640535354614},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4524289071559906},{"id":"https://openalex.org/C118127601","wikidata":"https://www.wikidata.org/wiki/Q3797610","display_name":"Pareto analysis","level":3,"score":0.43079009652137756},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.34430649876594543},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1923115849494934},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.18718621134757996},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.16438108682632446},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15001055598258972}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/codit62066.2024.10708226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit62066.2024.10708226","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 10th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.iiasa.ac.at:20061","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401423","display_name":"IIASA PURE (International Institute of Applied Systems Analysis)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1317774081","host_organization_name":"International Institute for Applied Systems Analysis","host_organization_lineage":["https://openalex.org/I1317774081"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Book Section"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"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":43,"referenced_works":["https://openalex.org/W8198825","https://openalex.org/W171159336","https://openalex.org/W905746400","https://openalex.org/W1515641485","https://openalex.org/W1600205816","https://openalex.org/W1974268124","https://openalex.org/W1976632410","https://openalex.org/W1993518163","https://openalex.org/W2001579934","https://openalex.org/W2011269215","https://openalex.org/W2036850658","https://openalex.org/W2039184361","https://openalex.org/W2059842828","https://openalex.org/W2064823886","https://openalex.org/W2070196774","https://openalex.org/W2104303386","https://openalex.org/W2108211197","https://openalex.org/W2133757706","https://openalex.org/W2144982506","https://openalex.org/W2148962857","https://openalex.org/W2149157137","https://openalex.org/W2165477019","https://openalex.org/W2172963693","https://openalex.org/W2290904103","https://openalex.org/W2399429427","https://openalex.org/W2407151459","https://openalex.org/W2496857089","https://openalex.org/W2578708223","https://openalex.org/W2724278366","https://openalex.org/W2726066828","https://openalex.org/W2972962208","https://openalex.org/W3162269979","https://openalex.org/W4210427840","https://openalex.org/W4213387260","https://openalex.org/W4281726728","https://openalex.org/W4288462067","https://openalex.org/W4291184013","https://openalex.org/W4293011068","https://openalex.org/W4307055179","https://openalex.org/W4316039608","https://openalex.org/W4362586645","https://openalex.org/W6638978107","https://openalex.org/W6729818650"],"related_works":["https://openalex.org/W2090178682","https://openalex.org/W2728870795","https://openalex.org/W317165722","https://openalex.org/W1588199609","https://openalex.org/W2358268639","https://openalex.org/W4300308878","https://openalex.org/W2470758391","https://openalex.org/W2969026648","https://openalex.org/W2051213170","https://openalex.org/W2166566913"],"abstract_inverted_index":{"Multiple-Criteria":[0],"Model":[1],"Analysis":[2],"(MCMA)":[3],"is":[4,87,127,148],"the":[5,40,45,49,57,104,111,119,130,136,146,151],"well":[6],"established":[7],"area":[8],"of":[9,14,33,70,84,98,110,145],"research,":[10],"with":[11,118],"rich":[12],"collection":[13],"diverse":[15],"methods":[16,54],"and":[17,22,30,47,114],"successful":[18],"applications":[19],"in":[20,23,27,68,140],"science,":[21],"model-based":[24],"decision-making":[25],"support":[26],"industry,":[28],"economy,":[29],"policy-making.":[31],"Solutions":[32],"multiple-criteria":[34],"problems":[35],"are":[36],"objectively":[37],"incomparable.":[38],"Therefore,":[39],"solution":[41,86],"choice":[42,134],"depends":[43],"on":[44,53,56],"preferences,":[46],"consequently,":[48],"MCMA":[50,93],"research":[51],"focused":[52],"based":[55],"user":[58],"preferences.However,":[59],"scientific":[60,92],"problem":[61],"analysis":[62],"should":[63],"be":[64],"objective,":[65],"i.e.,":[66],"preference-free":[67],"terms":[69],"reaching":[71],"a":[72,82,95],"better":[73],"goal":[74],"for":[75,107,135],"some":[76],"criterion":[77],"while":[78],"compromising":[79],"(necessary":[80],"when":[81],"change":[83],"Pareto-efficient":[85,100],"considered)":[88],"another":[89],"goal.":[90],"Hence,":[91],"requires":[94],"uniform":[96],"representation":[97],"all":[99],"solutions.The":[101],"contribution":[102],"discusses":[103],"novel":[105],"method":[106,126,147],"effective":[108],"generation":[109],"Pareto-set":[112],"representation,":[113],"shows":[115],"its":[116],"relations":[117],"user-guided":[120],"Pareto-front":[121],"exploration":[122],"methods.":[123],"The":[124,142],"presented":[125],"illustrated":[128],"by":[129],"model":[131],"supporting":[132],"technology":[133],"liquid":[137],"fuel":[138],"production":[139],"China.":[141],"software":[143],"implementation":[144],"available":[149],"under":[150],"GNU":[152],"General":[153],"Public":[154],"License":[155],"v2.0.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-20T08:49:12.498775","created_date":"2025-10-10T00:00:00"}
