{"id":"https://openalex.org/W2147862693","doi":"https://doi.org/10.1109/acc.2012.6315023","title":"Design of scenarios for constrained stochastic optimization via vector quantization","display_name":"Design of scenarios for constrained stochastic optimization via vector quantization","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2147862693","doi":"https://doi.org/10.1109/acc.2012.6315023","mag":"2147862693"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2012.6315023","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2012.6315023","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 American Control Conference (ACC)","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/A5014883632","display_name":"Helen J. Cooper","orcid":"https://orcid.org/0000-0003-4590-9384"},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"H. J. Cooper","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Newcastle, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Newcastle, Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012740426","display_name":"Graham C. Goodwin","orcid":"https://orcid.org/0000-0003-2408-212X"},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"G. C. Goodwin","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Newcastle, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Newcastle, Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081693379","display_name":"Arie Feuer","orcid":null},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"A. Feuer","raw_affiliation_strings":["Electrical Engineering Department, Technion-Israel Institute of Technology, Haifa, Israel"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Technion-Israel Institute of Technology, Haifa, Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109030040","display_name":"Muni Reddy G","orcid":null},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"M. G. Cea","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Newcastle, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Newcastle, Australia","institution_ids":["https://openalex.org/I78757542"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5014883632"],"corresponding_institution_ids":["https://openalex.org/I78757542"],"apc_list":null,"apc_paid":null,"fwci":0.4139,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70190969,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"47","issue":null,"first_page":"1865","last_page":"1870"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11413","display_name":"Risk and Portfolio Optimization","score":0.9979000091552734,"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":0.9979000091552734,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9944999814033508,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9934999942779541,"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/vector-quantization","display_name":"Vector quantization","score":0.6759016513824463},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6432784795761108},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6403424739837646},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.621950626373291},{"id":"https://openalex.org/keywords/stochastic-optimization","display_name":"Stochastic optimization","score":0.6194517016410828},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.5794368982315063},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.518596887588501},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.5169088840484619},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4963753819465637},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4347218871116638},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28842052817344666},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.28434696793556213},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2438868284225464}],"concepts":[{"id":"https://openalex.org/C199833920","wikidata":"https://www.wikidata.org/wiki/Q612536","display_name":"Vector quantization","level":2,"score":0.6759016513824463},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6432784795761108},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6403424739837646},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.621950626373291},{"id":"https://openalex.org/C194387892","wikidata":"https://www.wikidata.org/wiki/Q1747770","display_name":"Stochastic optimization","level":2,"score":0.6194517016410828},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.5794368982315063},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.518596887588501},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.5169088840484619},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4963753819465637},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4347218871116638},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28842052817344666},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.28434696793556213},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2438868284225464},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/acc.2012.6315023","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2012.6315023","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 American Control Conference (ACC)","raw_type":"proceedings-article"},{"id":"pmh:uon:23915","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.13/1319608","pdf_url":null,"source":{"id":"https://openalex.org/S4377196471","display_name":"NOVA (University of Newcastle Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I78757542","host_organization_name":"University of Newcastle Australia","host_organization_lineage":["https://openalex.org/I78757542"],"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":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1575783483","https://openalex.org/W1634005169","https://openalex.org/W2116463104","https://openalex.org/W2123745126","https://openalex.org/W2125242785","https://openalex.org/W2167412190","https://openalex.org/W2169039617","https://openalex.org/W2751555667","https://openalex.org/W4250913065"],"related_works":["https://openalex.org/W2121067345","https://openalex.org/W3209251257","https://openalex.org/W1978745259","https://openalex.org/W3127438322","https://openalex.org/W4287330080","https://openalex.org/W1990112656","https://openalex.org/W2363855676","https://openalex.org/W2152231846","https://openalex.org/W195464835","https://openalex.org/W193468460"],"abstract_inverted_index":{"Probabilistic":[0],"methods":[1,19,72],"have":[2],"recently":[3],"emerged":[4],"as":[5],"an":[6],"exciting":[7],"new":[8],"approach":[9],"for":[10,73,89],"dealing":[11],"with":[12],"uncertainty":[13],"in":[14,53],"stochastic":[15],"optimization":[16,93],"problems.":[17,94],"These":[18],"depend":[20],"upon":[21],"the":[22,31,44,55,60,67,101],"selection":[23],"of":[24,27,69,92],"a":[25],"set":[26],"scenarios":[28,36,56,79],"to":[29,84,99],"represent":[30],"uncertain":[32],"variables.":[33],"Typically":[34],"these":[35],"are":[37,57,80,97],"obtained":[38],"by":[39],"making":[40],"random":[41],"drawings":[42],"from":[43],"underlying":[45,61],"probability":[46],"distribution.":[47],"Here":[48],"we":[49,65],"examine":[50],"alternative":[51],"approaches":[52],"which":[54],"targeted":[58],"at":[59],"problem.":[62],"In":[63],"particular,":[64],"explore":[66],"use":[68],"vector":[70],"quantization":[71,77],"scenario":[74],"generation.":[75],"Vector":[76],"based":[78],"more":[81],"computationally":[82],"intensive":[83],"generate":[85],"but":[86],"offer":[87],"advantages":[88],"certain":[90],"classes":[91],"Several":[95],"examples":[96],"presented":[98],"illustrate":[100],"ideas.":[102]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
