{"id":"https://openalex.org/W4417093327","doi":"https://doi.org/10.1016/j.ejor.2025.12.007","title":"On contextual inverse multiobjective problems","display_name":"On contextual inverse multiobjective problems","publication_year":2025,"publication_date":"2025-12-07","ids":{"openalex":"https://openalex.org/W4417093327","doi":"https://doi.org/10.1016/j.ejor.2025.12.007"},"language":"en","primary_location":{"id":"doi:10.1016/j.ejor.2025.12.007","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ejor.2025.12.007","pdf_url":null,"source":{"id":"https://openalex.org/S103321696","display_name":"European Journal of Operational Research","issn_l":"0377-2217","issn":["0377-2217","1872-6860"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Operational Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.ejor.2025.12.007","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080912553","display_name":"Rafael Blanquero","orcid":"https://orcid.org/0000-0003-3404-0185"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rafael Blanquero","raw_affiliation_strings":["Department of Statistics and Operations Research, Faculty of Mathematics, University of Seville, Spain","Instituto de Matem\u00e1ticas de la Universidad de Sevilla (IMUS), Seville, Spain"],"raw_orcid":"https://orcid.org/0000-0003-3404-0185","affiliations":[{"raw_affiliation_string":"Department of Statistics and Operations Research, Faculty of Mathematics, University of Seville, Spain","institution_ids":["https://openalex.org/I79238269"]},{"raw_affiliation_string":"Instituto de Matem\u00e1ticas de la Universidad de Sevilla (IMUS), Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074052136","display_name":"Emilio Carrizosa","orcid":"https://orcid.org/0000-0002-0832-8700"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Emilio Carrizosa","raw_affiliation_strings":["Department of Statistics and Operations Research, Faculty of Mathematics, University of Seville, Spain","Instituto de Matem\u00e1ticas de la Universidad de Sevilla (IMUS), Seville, Spain"],"raw_orcid":"https://orcid.org/0000-0002-0832-8700","affiliations":[{"raw_affiliation_string":"Department of Statistics and Operations Research, Faculty of Mathematics, University of Seville, Spain","institution_ids":["https://openalex.org/I79238269"]},{"raw_affiliation_string":"Instituto de Matem\u00e1ticas de la Universidad de Sevilla (IMUS), Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064386318","display_name":"Nuria G\u00f3mez-Vargas","orcid":"https://orcid.org/0000-0002-5051-9367"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Nuria G\u00f3mez-Vargas","raw_affiliation_strings":["Department of Statistics and Operations Research, Faculty of Mathematics, University of Seville, Spain","Instituto de Matem\u00e1ticas de la Universidad de Sevilla (IMUS), Seville, Spain"],"raw_orcid":"https://orcid.org/0000-0002-5051-9367","affiliations":[{"raw_affiliation_string":"Department of Statistics and Operations Research, Faculty of Mathematics, University of Seville, Spain","institution_ids":["https://openalex.org/I79238269"]},{"raw_affiliation_string":"Instituto de Matem\u00e1ticas de la Universidad de Sevilla (IMUS), Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064386318"],"corresponding_institution_ids":["https://openalex.org/I79238269"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":{"value":3290,"currency":"USD","value_usd":3290},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18338373,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"333","issue":"1","first_page":"192","last_page":"202"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.31209999322891235,"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"}},"topics":[{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.31209999322891235,"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/T11413","display_name":"Risk and Portfolio Optimization","score":0.23749999701976776,"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/T10545","display_name":"Optimization and Variational Analysis","score":0.09960000216960907,"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/interpretability","display_name":"Interpretability","score":0.9143000245094299},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.7421000003814697},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6007000207901001},{"id":"https://openalex.org/keywords/inverse","display_name":"Inverse","score":0.5764999985694885},{"id":"https://openalex.org/keywords/ideal","display_name":"Ideal (ethics)","score":0.5167999863624573},{"id":"https://openalex.org/keywords/ideal-point","display_name":"Ideal point","score":0.4860999882221222},{"id":"https://openalex.org/keywords/quadratic-equation","display_name":"Quadratic equation","score":0.4643000066280365},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.4156999886035919},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.41339999437332153}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9143000245094299},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.7421000003814697},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6924999952316284},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6007000207901001},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.5764999985694885},{"id":"https://openalex.org/C2776639384","wikidata":"https://www.wikidata.org/wiki/Q840396","display_name":"Ideal (ethics)","level":2,"score":0.5167999863624573},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49720001220703125},{"id":"https://openalex.org/C2779952087","wikidata":"https://www.wikidata.org/wiki/Q11831792","display_name":"Ideal point","level":2,"score":0.4860999882221222},{"id":"https://openalex.org/C129844170","wikidata":"https://www.wikidata.org/wiki/Q41299","display_name":"Quadratic equation","level":2,"score":0.4643000066280365},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.43790000677108765},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.4156999886035919},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.41339999437332153},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.4092000126838684},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.4000000059604645},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.3799000084400177},{"id":"https://openalex.org/C81845259","wikidata":"https://www.wikidata.org/wiki/Q290117","display_name":"Quadratic programming","level":2,"score":0.3488999903202057},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.3352999985218048},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.311599999666214},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.30959999561309814},{"id":"https://openalex.org/C198927703","wikidata":"https://www.wikidata.org/wiki/Q4373881","display_name":"Sequential quadratic programming","level":3,"score":0.27630001306533813},{"id":"https://openalex.org/C28901747","wikidata":"https://www.wikidata.org/wiki/Q177571","display_name":"Decision theory","level":2,"score":0.27459999918937683},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2732999920845032},{"id":"https://openalex.org/C145446738","wikidata":"https://www.wikidata.org/wiki/Q319913","display_name":"Convex function","level":3,"score":0.26919999718666077},{"id":"https://openalex.org/C12108790","wikidata":"https://www.wikidata.org/wiki/Q2234833","display_name":"Convex analysis","level":4,"score":0.26510000228881836},{"id":"https://openalex.org/C155253501","wikidata":"https://www.wikidata.org/wiki/Q461992","display_name":"Interior point method","level":2,"score":0.2599000036716461}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.ejor.2025.12.007","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ejor.2025.12.007","pdf_url":null,"source":{"id":"https://openalex.org/S103321696","display_name":"European Journal of Operational Research","issn_l":"0377-2217","issn":["0377-2217","1872-6860"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Operational Research","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.ejor.2025.12.007","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ejor.2025.12.007","pdf_url":null,"source":{"id":"https://openalex.org/S103321696","display_name":"European Journal of Operational Research","issn_l":"0377-2217","issn":["0377-2217","1872-6860"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Operational Research","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G231444923","display_name":null,"funder_award_id":"PID2022-137818OB-I00","funder_id":"https://openalex.org/F4320319605","funder_display_name":"Consejer\u00eda de Transformaci\u00f3n Econ\u00f3mica, Industria, Conocimiento y Universidades"}],"funders":[{"id":"https://openalex.org/F4320315062","display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades","ror":null},{"id":"https://openalex.org/F4320319605","display_name":"Consejer\u00eda de Transformaci\u00f3n Econ\u00f3mica, Industria, Conocimiento y Universidades","ror":null},{"id":"https://openalex.org/F4320338448","display_name":"HORIZON EUROPE European Innovation Council","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1487465581","https://openalex.org/W1971547063","https://openalex.org/W1979134936","https://openalex.org/W1995053973","https://openalex.org/W2012405004","https://openalex.org/W2020562184","https://openalex.org/W2021231397","https://openalex.org/W2030987515","https://openalex.org/W2051821221","https://openalex.org/W2057178439","https://openalex.org/W2057347157","https://openalex.org/W2061475578","https://openalex.org/W2076841791","https://openalex.org/W2080988355","https://openalex.org/W2086234878","https://openalex.org/W2090218528","https://openalex.org/W2091687288","https://openalex.org/W2128159621","https://openalex.org/W2166425104","https://openalex.org/W2196462312","https://openalex.org/W2693076760","https://openalex.org/W2911796152","https://openalex.org/W2913201289","https://openalex.org/W2963474773","https://openalex.org/W2996305695","https://openalex.org/W3082029294","https://openalex.org/W3137125108","https://openalex.org/W3149471625","https://openalex.org/W3176708518","https://openalex.org/W3197777288","https://openalex.org/W3216050790","https://openalex.org/W4206471589","https://openalex.org/W4296184879","https://openalex.org/W4324030852","https://openalex.org/W4365814428","https://openalex.org/W4392868640","https://openalex.org/W4393146794","https://openalex.org/W4402921205"],"related_works":[],"abstract_inverted_index":{"We":[0],"introduce":[1],"a":[2,35,44,95],"novel":[3],"framework":[4],"for":[5],"Contextual":[6],"Inverse":[7],"Multiobjective":[8],"Optimization,":[9],"where":[10],"the":[11,20,84,114],"goal":[12],"is":[13],"to":[14,38,117],"recover":[15,118],"multiple":[16],"objective":[17],"functions":[18],"and":[19,72,76],"preferences":[21],"among":[22],"them":[23],"from":[24,33],"observed":[25,55,88],"context-decision":[26],"pairs.":[27],"Assuming":[28],"that":[29,48,100],"each":[30],"decision":[31],"arises":[32],"minimizing":[34],"weighted":[36],"distance":[37],"an":[39],"ideal":[40],"outcome,":[41],"we":[42,93],"develop":[43],"mathematical":[45],"programming":[46],"model":[47],"infers":[49],"context-dependent":[50],"linear":[51],"objectives":[52],"consistent":[53],"with":[54],"data.":[56],"Our":[57],"approach":[58],"accommodates":[59],"different":[60],"norm-based":[61],"scalarizations,":[62],"including":[63],"\u2113":[64,67,70],"1":[65],",":[66,69],"2":[68],"\u221e":[71],"Ordered":[73],"Weighted":[74],"Averages,":[75],"enforces":[77],"interpretability":[78],"through":[79],"structured":[80],"sparsity.":[81],"By":[82],"characterizing":[83],"conditions":[85],"under":[86],"which":[87],"decisions":[89],"are":[90],"provably":[91],"optimal,":[92],"formulate":[94],"tractable":[96],"Mixed-Integer":[97],"Quadratic":[98],"Program":[99],"reveals":[101],"how":[102],"contextual":[103],"features":[104],"influence":[105],"decision-making":[106],"criteria.":[107],"Numerical":[108],"experiments":[109],"on":[110],"real-world":[111],"data":[112],"demonstrate":[113],"method\u2019s":[115],"ability":[116],"interpretable,":[119],"sparse":[120],"models":[121],"while":[122],"maintaining":[123],"strong":[124],"generalization":[125],"performance.":[126]},"counts_by_year":[],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-12-07T00:00:00"}
