{"id":"https://openalex.org/W2048225885","doi":"https://doi.org/10.1007/bf01594935","title":"Distribution sensitivity in stochastic programming","display_name":"Distribution sensitivity in stochastic programming","publication_year":1991,"publication_date":"1991-03-01","ids":{"openalex":"https://openalex.org/W2048225885","doi":"https://doi.org/10.1007/bf01594935","mag":"2048225885"},"language":"en","primary_location":{"id":"doi:10.1007/bf01594935","is_oa":false,"landing_page_url":"https://doi.org/10.1007/bf01594935","pdf_url":null,"source":{"id":"https://openalex.org/S193920097","display_name":"Mathematical Programming","issn_l":"0025-5610","issn":["0025-5610","1436-4646"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mathematical Programming","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/A5087450694","display_name":"Werner R\u00f6misch","orcid":null},"institutions":[{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Werner R\u00f6misch","raw_affiliation_strings":["Sektion Mathematik, Humboldt-Universit\u00e4t Berlin, O-1086, Berlin, Germany","Sektion Mathematik, Humboldt-Universit\u00e4t Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Sektion Mathematik, Humboldt-Universit\u00e4t Berlin, O-1086, Berlin, Germany","institution_ids":["https://openalex.org/I39343248"]},{"raw_affiliation_string":"Sektion Mathematik, Humboldt-Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021741090","display_name":"R\u00fcdiger Schultz","orcid":null},"institutions":[{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"R\u00fcdiger Schultz","raw_affiliation_strings":["Sektion Mathematik, Humboldt-Universit\u00e4t Berlin, O-1086, Berlin, Germany","Sektion Mathematik, Humboldt-Universit\u00e4t Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Sektion Mathematik, Humboldt-Universit\u00e4t Berlin, O-1086, Berlin, Germany","institution_ids":["https://openalex.org/I39343248"]},{"raw_affiliation_string":"Sektion Mathematik, Humboldt-Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5087450694"],"corresponding_institution_ids":["https://openalex.org/I39343248"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":10.1405,"has_fulltext":false,"cited_by_count":73,"citation_normalized_percentile":{"value":0.9864015,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"50","issue":"1-3","first_page":"197","last_page":"226"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11413","display_name":"Risk and Portfolio Optimization","score":0.9984999895095825,"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":0.9984999895095825,"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":0.9955999851226807,"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"}},{"id":"https://openalex.org/T10545","display_name":"Optimization and Variational Analysis","score":0.9940999746322632,"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/stochastic-programming","display_name":"Stochastic programming","score":0.782668948173523},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.7180148959159851},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.6815568208694458},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.6163647770881653},{"id":"https://openalex.org/keywords/stochastic-optimization","display_name":"Stochastic optimization","score":0.6147147417068481},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6022173762321472},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.5877471566200256},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5434983968734741},{"id":"https://openalex.org/keywords/parametric-programming","display_name":"Parametric programming","score":0.459126353263855},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.42557400465011597},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.4231814444065094},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.23778760433197021},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.15293213725090027}],"concepts":[{"id":"https://openalex.org/C137631369","wikidata":"https://www.wikidata.org/wiki/Q7617831","display_name":"Stochastic programming","level":2,"score":0.782668948173523},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.7180148959159851},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.6815568208694458},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.6163647770881653},{"id":"https://openalex.org/C194387892","wikidata":"https://www.wikidata.org/wiki/Q1747770","display_name":"Stochastic optimization","level":2,"score":0.6147147417068481},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6022173762321472},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.5877471566200256},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5434983968734741},{"id":"https://openalex.org/C2776045410","wikidata":"https://www.wikidata.org/wiki/Q25111241","display_name":"Parametric programming","level":3,"score":0.459126353263855},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.42557400465011597},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.4231814444065094},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.23778760433197021},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15293213725090027},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/bf01594935","is_oa":false,"landing_page_url":"https://doi.org/10.1007/bf01594935","pdf_url":null,"source":{"id":"https://openalex.org/S193920097","display_name":"Mathematical Programming","issn_l":"0025-5610","issn":["0025-5610","1436-4646"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mathematical Programming","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.141.5997","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.141.5997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www-iam.mathematik.hu-berlin.de/~romisch/papers/RoSc91a.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W55939935","https://openalex.org/W62981305","https://openalex.org/W64605562","https://openalex.org/W83927172","https://openalex.org/W116303816","https://openalex.org/W127731800","https://openalex.org/W144179185","https://openalex.org/W175440523","https://openalex.org/W187611100","https://openalex.org/W199639185","https://openalex.org/W206148877","https://openalex.org/W290023117","https://openalex.org/W352990964","https://openalex.org/W1513869646","https://openalex.org/W1522222833","https://openalex.org/W1551360398","https://openalex.org/W1572204513","https://openalex.org/W1738394416","https://openalex.org/W1963722999","https://openalex.org/W1965230003","https://openalex.org/W1968786366","https://openalex.org/W1969971345","https://openalex.org/W1971847620","https://openalex.org/W1972451512","https://openalex.org/W1980271923","https://openalex.org/W1985842349","https://openalex.org/W1988529207","https://openalex.org/W1988975613","https://openalex.org/W2001944575","https://openalex.org/W2028773482","https://openalex.org/W2033793554","https://openalex.org/W2035023005","https://openalex.org/W2037468546","https://openalex.org/W2040104067","https://openalex.org/W2042322034","https://openalex.org/W2042763219","https://openalex.org/W2049550050","https://openalex.org/W2057630469","https://openalex.org/W2062850002","https://openalex.org/W2072436090","https://openalex.org/W2088809818","https://openalex.org/W2094683072","https://openalex.org/W2097287227","https://openalex.org/W2104604109","https://openalex.org/W2186349712","https://openalex.org/W2402030436","https://openalex.org/W2479629913","https://openalex.org/W2486157917","https://openalex.org/W2489822048","https://openalex.org/W2802739963","https://openalex.org/W3088474527","https://openalex.org/W3159313784","https://openalex.org/W4230924004","https://openalex.org/W4233336709","https://openalex.org/W4237360683","https://openalex.org/W4285719527","https://openalex.org/W4298380944","https://openalex.org/W4299533062","https://openalex.org/W6602536185"],"related_works":["https://openalex.org/W2060520329","https://openalex.org/W2033258130","https://openalex.org/W4254717236","https://openalex.org/W2377757044","https://openalex.org/W2268772487","https://openalex.org/W2320103255","https://openalex.org/W798918733","https://openalex.org/W3160952126","https://openalex.org/W2105067139","https://openalex.org/W2048225885"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}