{"id":"https://openalex.org/W4408016760","doi":"https://doi.org/10.1109/lcsys.2025.3546804","title":"Imitation-Regularized Optimal Transport on Networks: Provable Robustness and Application to Logistics Planning","display_name":"Imitation-Regularized Optimal Transport on Networks: Provable Robustness and Application to Logistics Planning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4408016760","doi":"https://doi.org/10.1109/lcsys.2025.3546804"},"language":"en","primary_location":{"id":"doi:10.1109/lcsys.2025.3546804","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcsys.2025.3546804","pdf_url":null,"source":{"id":"https://openalex.org/S4306422535","display_name":"IEEE Control Systems Letters","issn_l":"2475-1456","issn":["2475-1456"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Control Systems Letters","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2402.17967","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006483829","display_name":"Koshi Oishi","orcid":"https://orcid.org/0009-0004-6767-8307"},"institutions":[{"id":"https://openalex.org/I4210165351","display_name":"Toyota Central Research and Development Laboratories (Japan)","ror":"https://ror.org/05mjgqe69","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210125472","https://openalex.org/I4210165351"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Koshi Oishi","raw_affiliation_strings":["Cloud Informatics Research-Domain, Toyota Central R&#x0026;D Labs., Inc., Nagakute, Aichi, Japan"],"raw_orcid":"https://orcid.org/0009-0004-6767-8307","affiliations":[{"raw_affiliation_string":"Cloud Informatics Research-Domain, Toyota Central R&#x0026;D Labs., Inc., Nagakute, Aichi, Japan","institution_ids":["https://openalex.org/I4210165351"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074030580","display_name":"Yota Hashizume","orcid":"https://orcid.org/0009-0001-8106-2363"},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]},{"id":"https://openalex.org/I39012071","display_name":"Kyoto College of Graduate Studies for Informatics","ror":"https://ror.org/05mzj8a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I39012071"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yota Hashizume","raw_affiliation_strings":["Graduate School of Informatics, Kyoto University, Kyoto, Japan"],"raw_orcid":"https://orcid.org/0009-0001-8106-2363","affiliations":[{"raw_affiliation_string":"Graduate School of Informatics, Kyoto University, Kyoto, Japan","institution_ids":["https://openalex.org/I39012071","https://openalex.org/I22299242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066055821","display_name":"T. Jimbo","orcid":"https://orcid.org/0000-0001-6863-4868"},"institutions":[{"id":"https://openalex.org/I4210137853","display_name":"Toyota Motor Corporation (Japan)","ror":"https://ror.org/02zqm6r10","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210125472","https://openalex.org/I4210137853"]},{"id":"https://openalex.org/I4210165351","display_name":"Toyota Central Research and Development Laboratories (Japan)","ror":"https://ror.org/05mjgqe69","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210125472","https://openalex.org/I4210165351"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomohiko Jimbo","raw_affiliation_strings":["Frontier Research Center, Toyota Motor Corporation, Susono, Aichi, Japan","Toyota Central R and D Labs., Inc, 41-1 Yokomichi, Nagakute, Aichi, Japan"],"raw_orcid":"https://orcid.org/0000-0001-6863-4868","affiliations":[{"raw_affiliation_string":"Frontier Research Center, Toyota Motor Corporation, Susono, Aichi, Japan","institution_ids":["https://openalex.org/I4210137853"]},{"raw_affiliation_string":"Toyota Central R and D Labs., Inc, 41-1 Yokomichi, Nagakute, Aichi, Japan","institution_ids":["https://openalex.org/I4210165351"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053538465","display_name":"Hirotaka Kaji","orcid":"https://orcid.org/0000-0001-8382-7414"},"institutions":[{"id":"https://openalex.org/I4210137853","display_name":"Toyota Motor Corporation (Japan)","ror":"https://ror.org/02zqm6r10","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210125472","https://openalex.org/I4210137853"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hirotaka Kaji","raw_affiliation_strings":["Frontier Research Center, Toyota Motor Corporation, Susono, Aichi, Japan"],"raw_orcid":"https://orcid.org/0000-0001-8382-7414","affiliations":[{"raw_affiliation_string":"Frontier Research Center, Toyota Motor Corporation, Susono, Aichi, Japan","institution_ids":["https://openalex.org/I4210137853"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066521241","display_name":"Kenji Kashima","orcid":"https://orcid.org/0000-0002-2963-2584"},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]},{"id":"https://openalex.org/I39012071","display_name":"Kyoto College of Graduate Studies for Informatics","ror":"https://ror.org/05mzj8a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I39012071"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kenji Kashima","raw_affiliation_strings":["Graduate School of Informatics, Kyoto University, Kyoto, Japan"],"raw_orcid":"https://orcid.org/0000-0002-2963-2584","affiliations":[{"raw_affiliation_string":"Graduate School of Informatics, Kyoto University, Kyoto, Japan","institution_ids":["https://openalex.org/I39012071","https://openalex.org/I22299242"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5006483829"],"corresponding_institution_ids":["https://openalex.org/I4210165351"],"apc_list":null,"apc_paid":null,"fwci":0.6914,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75730931,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"8","issue":null,"first_page":"3470","last_page":"3475"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10545","display_name":"Optimization and Variational Analysis","score":0.9854000210762024,"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/T10545","display_name":"Optimization and Variational Analysis","score":0.9854000210762024,"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/T10991","display_name":"Game Theory and Voting Systems","score":0.9344000220298767,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10541","display_name":"Nonlinear Differential Equations Analysis","score":0.9325000047683716,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7551307678222656},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5825865864753723},{"id":"https://openalex.org/keywords/imitation","display_name":"Imitation","score":0.5154855847358704},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.41980451345443726},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4085890054702759},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2273150384426117},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15630373358726501}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7551307678222656},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5825865864753723},{"id":"https://openalex.org/C126388530","wikidata":"https://www.wikidata.org/wiki/Q1131737","display_name":"Imitation","level":2,"score":0.5154855847358704},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.41980451345443726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4085890054702759},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2273150384426117},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15630373358726501},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/lcsys.2025.3546804","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcsys.2025.3546804","pdf_url":null,"source":{"id":"https://openalex.org/S4306422535","display_name":"IEEE Control Systems Letters","issn_l":"2475-1456","issn":["2475-1456"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Control Systems Letters","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2402.17967","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2402.17967","pdf_url":"https://arxiv.org/pdf/2402.17967","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2402.17967","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2402.17967","pdf_url":"https://arxiv.org/pdf/2402.17967","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4408016760.pdf","grobid_xml":"https://content.openalex.org/works/W4408016760.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1585160083","https://openalex.org/W1967073510","https://openalex.org/W2025503267","https://openalex.org/W2106994213","https://openalex.org/W2113642685","https://openalex.org/W2118825555","https://openalex.org/W2299620045","https://openalex.org/W2760338459","https://openalex.org/W2946336481","https://openalex.org/W2963143751","https://openalex.org/W2963170010","https://openalex.org/W3123065937","https://openalex.org/W3133395039","https://openalex.org/W3148442452","https://openalex.org/W3182348197","https://openalex.org/W3207013457","https://openalex.org/W4206471589","https://openalex.org/W4235571646","https://openalex.org/W4238113606","https://openalex.org/W4327630167","https://openalex.org/W4388919076","https://openalex.org/W6682962330","https://openalex.org/W6791623595","https://openalex.org/W6862672602"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2899084033","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W2748952813","https://openalex.org/W1531601525"],"abstract_inverted_index":{"Transport":[0],"systems":[1],"on":[2,31,43],"networks":[3],"are":[4],"crucial":[5],"in":[6],"various":[7],"applications,":[8],"but":[9],"face":[10],"a":[11,109],"significant":[12],"risk":[13],"of":[14,26,41,63,89,103],"being":[15],"adversely":[16],"affected":[17],"by":[18,72],"unforeseen":[19],"circumstances":[20],"such":[21,44],"as":[22],"disasters.":[23],"The":[24,101],"application":[25],"entropy-regularized":[27],"optimal":[28],"transport":[29,42],"(OT)":[30],"graph":[32],"structures":[33],"has":[34],"been":[35],"investigated":[36],"to":[37,69,79,98],"enhance":[38,70],"the":[39,61,87],"robustness":[40,62,77,88,95],"networks.":[45],"In":[46],"this":[47,104],"letter,":[48],"we":[49,84],"propose":[50],"an":[51],"imitation-regularized":[52],"OT":[53],"(I-OT)":[54],"that":[55],"mathematically":[56,85],"incorporates":[57],"prior":[58],"knowledge":[59],"into":[60,76],"OT.":[64],"This":[65],"method":[66,105],"is":[67,106],"expected":[68],"interpretability":[71],"integrating":[73],"human":[74],"insights":[75],"and":[78,91],"accelerate":[80],"practical":[81],"applications.":[82,100],"Furthermore,":[83],"verify":[86],"I-OT":[90],"discuss":[92],"how":[93],"these":[94],"properties":[96],"relate":[97],"real-world":[99],"effectiveness":[102],"validated":[107],"through":[108],"logistics":[110],"simulation":[111],"using":[112],"automotive":[113],"parts":[114],"data.":[115]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
