{"id":"https://openalex.org/W2725422296","doi":"https://doi.org/10.1007/s10878-017-0147-8","title":"Lot sizing with storage losses under demand uncertainty","display_name":"Lot sizing with storage losses under demand uncertainty","publication_year":2017,"publication_date":"2017-07-04","ids":{"openalex":"https://openalex.org/W2725422296","doi":"https://doi.org/10.1007/s10878-017-0147-8","mag":"2725422296"},"language":"en","primary_location":{"id":"doi:10.1007/s10878-017-0147-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10878-017-0147-8","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10878-017-0147-8.pdf","source":{"id":"https://openalex.org/S107925523","display_name":"Journal of Combinatorial Optimization","issn_l":"1382-6905","issn":["1382-6905","1573-2886"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Combinatorial Optimization","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007%2Fs10878-017-0147-8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020108924","display_name":"Stefano Coniglio","orcid":"https://orcid.org/0000-0001-9568-4385"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Stefano Coniglio","raw_affiliation_strings":["Department of Mathematical Sciences, University of Southampton, University Road, Southampton, SO17 1BJ, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Department of Mathematical Sciences, University of Southampton, University Road, Southampton, SO17 1BJ, United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043443150","display_name":"Arie M. C. A. Koster","orcid":"https://orcid.org/0000-0002-8035-7012"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Arie M. C. A. Koster","raw_affiliation_strings":["Lehrstuhl II f\u00fcr Mathematik, RWTH Aachen University, Pontdriesch 10-12, 52062, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Lehrstuhl II f\u00fcr Mathematik, RWTH Aachen University, Pontdriesch 10-12, 52062, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026481795","display_name":"Nils Spiekermann","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nils Spiekermann","raw_affiliation_strings":["Lehrstuhl II f\u00fcr Mathematik, RWTH Aachen University, Pontdriesch 10-12, 52062, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Lehrstuhl II f\u00fcr Mathematik, RWTH Aachen University, Pontdriesch 10-12, 52062, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5020108924"],"corresponding_institution_ids":["https://openalex.org/I43439940"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":0.2694,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.62819372,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"36","issue":"3","first_page":"763","last_page":"788"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11413","display_name":"Risk and Portfolio Optimization","score":0.9994000196456909,"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/T11413","display_name":"Risk and Portfolio Optimization","score":0.9994000196456909,"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":0.9979000091552734,"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/T12709","display_name":"Optimization and Mathematical Programming","score":0.9925000071525574,"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/robust-optimization","display_name":"Robust optimization","score":0.7421918511390686},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.7161864042282104},{"id":"https://openalex.org/keywords/sizing","display_name":"Sizing","score":0.666598916053772},{"id":"https://openalex.org/keywords/stochastic-programming","display_name":"Stochastic programming","score":0.6443527340888977},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6366421580314636},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5815894603729248},{"id":"https://openalex.org/keywords/theory-of-computation","display_name":"Theory of computation","score":0.5334625244140625},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5148023962974548},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.5106039643287659},{"id":"https://openalex.org/keywords/stochastic-optimization","display_name":"Stochastic optimization","score":0.46689853072166443},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.453535795211792},{"id":"https://openalex.org/keywords/production-planning","display_name":"Production planning","score":0.42036885023117065},{"id":"https://openalex.org/keywords/ordinal-optimization","display_name":"Ordinal optimization","score":0.42006516456604004},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3357337713241577},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2179046869277954},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19609904289245605},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.10036560893058777}],"concepts":[{"id":"https://openalex.org/C193254401","wikidata":"https://www.wikidata.org/wiki/Q2160088","display_name":"Robust optimization","level":2,"score":0.7421918511390686},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7161864042282104},{"id":"https://openalex.org/C2777767291","wikidata":"https://www.wikidata.org/wiki/Q1080291","display_name":"Sizing","level":2,"score":0.666598916053772},{"id":"https://openalex.org/C137631369","wikidata":"https://www.wikidata.org/wiki/Q7617831","display_name":"Stochastic programming","level":2,"score":0.6443527340888977},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6366421580314636},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5815894603729248},{"id":"https://openalex.org/C24858836","wikidata":"https://www.wikidata.org/wiki/Q844718","display_name":"Theory of computation","level":2,"score":0.5334625244140625},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5148023962974548},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5106039643287659},{"id":"https://openalex.org/C194387892","wikidata":"https://www.wikidata.org/wiki/Q1747770","display_name":"Stochastic optimization","level":2,"score":0.46689853072166443},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.453535795211792},{"id":"https://openalex.org/C2777909354","wikidata":"https://www.wikidata.org/wiki/Q1386523","display_name":"Production planning","level":3,"score":0.42036885023117065},{"id":"https://openalex.org/C81386100","wikidata":"https://www.wikidata.org/wiki/Q7100792","display_name":"Ordinal optimization","level":3,"score":0.42006516456604004},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3357337713241577},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2179046869277954},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19609904289245605},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.10036560893058777},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C85461838","wikidata":"https://www.wikidata.org/wiki/Q7100785","display_name":"Ordinal data","level":2,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s10878-017-0147-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10878-017-0147-8","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10878-017-0147-8.pdf","source":{"id":"https://openalex.org/S107925523","display_name":"Journal of Combinatorial Optimization","issn_l":"1382-6905","issn":["1382-6905","1573-2886"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Combinatorial Optimization","raw_type":"journal-article"},{"id":"pmh:oai:eprints.soton.ac.uk:414901","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:RePEc:spr:jcomop:v:36:y:2018:i:3:d:10.1007_s10878-017-0147-8","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10878-017-0147-8","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"},{"id":"pmh:oai:aisberg.unibg.it:10446/229307","is_oa":true,"landing_page_url":"http://hdl.handle.net/10446/229307","pdf_url":null,"source":{"id":"https://openalex.org/S4377196347","display_name":"Aisberg (University of Bergamo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11039511","host_organization_name":"University of Bergamo","host_organization_lineage":["https://openalex.org/I11039511"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s10878-017-0147-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10878-017-0147-8","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10878-017-0147-8.pdf","source":{"id":"https://openalex.org/S107925523","display_name":"Journal of Combinatorial Optimization","issn_l":"1382-6905","issn":["1382-6905","1573-2886"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Combinatorial Optimization","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8399999737739563,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G3804495623","display_name":null,"funder_award_id":"03ET7528B.","funder_id":"https://openalex.org/F4320323803","funder_display_name":"Bundesministerium f\u00fcr Wirtschaft und Energie"},{"id":"https://openalex.org/G7168297312","display_name":null,"funder_award_id":"03ET7528B","funder_id":"https://openalex.org/F4320323803","funder_display_name":"Bundesministerium f\u00fcr Wirtschaft und Energie"}],"funders":[{"id":"https://openalex.org/F4320323803","display_name":"Bundesministerium f\u00fcr Wirtschaft und Energie","ror":"https://ror.org/02vgg2808"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2725422296.pdf","grobid_xml":"https://content.openalex.org/works/W2725422296.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W204682548","https://openalex.org/W1553600963","https://openalex.org/W1595661787","https://openalex.org/W1696146724","https://openalex.org/W1977964250","https://openalex.org/W1980035156","https://openalex.org/W1995920364","https://openalex.org/W2029937213","https://openalex.org/W2031279008","https://openalex.org/W2045271791","https://openalex.org/W2060472015","https://openalex.org/W2061538120","https://openalex.org/W2066507455","https://openalex.org/W2071433523","https://openalex.org/W2118578357","https://openalex.org/W2120547244","https://openalex.org/W2144731087","https://openalex.org/W2165775468","https://openalex.org/W2391639004","https://openalex.org/W3143187486","https://openalex.org/W4251616545"],"related_works":["https://openalex.org/W175006096","https://openalex.org/W2180949474","https://openalex.org/W4293570283","https://openalex.org/W4389463731","https://openalex.org/W4310823612","https://openalex.org/W10711191","https://openalex.org/W4317569546","https://openalex.org/W2084062606","https://openalex.org/W2947935876","https://openalex.org/W2127388103"],"abstract_inverted_index":{"We":[0,57,85,173],"address":[1],"a":[2,60,88,126],"variant":[3],"of":[4,81,165,184],"the":[5,21,31,46,51,71,82,94,98,104,111,134,147,158,168,182,188],"single":[6],"item":[7],"lot":[8],"sizing":[9],"problem":[10,25,74,117],"affected":[11],"by":[12],"proportional":[13],"storage":[14,35,38,67,95],"(or":[15,37,122],"inventory)":[16],"losses":[17,36],"and":[18],"uncertainty":[19],"in":[20,103,110,152,157,167,181],"product":[22],"demand.":[23],"The":[24],"has":[26],"applications":[27],"in,":[28],"among":[29],"others,":[30],"energy":[32],"sector,":[33],"where":[34,91,146],"deteriorations)":[39],"are":[40,101],"often":[41],"unavoidable":[42],"and,":[43],"due":[44],"to":[45,115,156,178],"need":[47],"for":[48,138],"planning":[49],"ahead,":[50],"demands":[52],"can":[53,75,118],"be":[54,76],"largely":[55],"uncertain.":[56],"first":[58],"propose":[59],"two-stage":[61,89],"robust":[62,73,162],"optimization":[63,163],"approach":[64,90,130,145],"with":[65,175],"second-stage":[66],"variables,":[68],"showing":[69,108],"how":[70],"arising":[72],"solved":[77],"as":[78,154],"an":[79,176],"instance":[80],"deterministic":[83],"one.":[84],"then":[86],"consider":[87],"not":[92],"only":[93],"but":[96],"also":[97,171],"production":[99,140],"variables":[100],"determined":[102],"second":[105],"stage.":[106],"After":[107],"that,":[109],"general":[112],"case,":[113],"solutions":[114],"this":[116],"suffer":[119],"from":[120],"acausality":[121],"anticipativity),":[123],"we":[124,186],"introduce":[125],"flexible":[127],"affine":[128],"rule":[129],"which,":[131],"albeit":[132],"restricting":[133],"solution":[135],"set,":[136],"allows":[137],"causal":[139],"plans.":[141],"A":[142],"hybrid":[143],"robust-stochastic":[144],"objective":[148],"function":[149],"is":[150,170],"optimized":[151],"expectation,":[153],"opposed":[155],"worst-case,":[159,169],"while":[160],"retaining":[161],"guarantees":[164],"feasibility":[166],"discussed.":[172],"conclude":[174],"application":[177],"heat":[179],"production,":[180],"context":[183],"which":[185],"compare":[187],"different":[189],"approaches":[190],"via":[191],"computational":[192],"experiments":[193],"on":[194],"real-world":[195],"data.":[196]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
