{"id":"https://openalex.org/W2343845536","doi":"https://doi.org/10.1109/tac.2015.2505403","title":"Using Convex Switching Techniques for Partially Observable Decision Processes","display_name":"Using Convex Switching Techniques for Partially Observable Decision Processes","publication_year":2015,"publication_date":"2015-12-10","ids":{"openalex":"https://openalex.org/W2343845536","doi":"https://doi.org/10.1109/tac.2015.2505403","mag":"2343845536"},"language":"en","primary_location":{"id":"doi:10.1109/tac.2015.2505403","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tac.2015.2505403","pdf_url":null,"source":{"id":"https://openalex.org/S184954342","display_name":"IEEE Transactions on Automatic Control","issn_l":"0018-9286","issn":["0018-9286","1558-2523","2334-3303"],"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 Transactions on Automatic Control","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/A5027440427","display_name":"Juri Hinz","orcid":"https://orcid.org/0000-0003-4076-8818"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Juri Hinz","raw_affiliation_strings":["University of Technology Sydney, School of Mathematics, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, School of Mathematics, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5027440427"],"corresponding_institution_ids":["https://openalex.org/I114017466"],"apc_list":null,"apc_paid":null,"fwci":1.0098,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8108697,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"61","issue":"9","first_page":"2727","last_page":"2732"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9986000061035156,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9937000274658203,"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/T11413","display_name":"Risk and Portfolio Optimization","score":0.9925000071525574,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/convexity","display_name":"Convexity","score":0.7980586290359497},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.7031832933425903},{"id":"https://openalex.org/keywords/observable","display_name":"Observable","score":0.6145157814025879},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6015222072601318},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5971617698669434},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5700335502624512},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.5557926893234253},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.5321264266967773},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.49990344047546387},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.4828982353210449},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.44134190678596497},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3366815447807312},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2676856815814972},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11665311455726624}],"concepts":[{"id":"https://openalex.org/C72134830","wikidata":"https://www.wikidata.org/wiki/Q5166524","display_name":"Convexity","level":2,"score":0.7980586290359497},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7031832933425903},{"id":"https://openalex.org/C32848918","wikidata":"https://www.wikidata.org/wiki/Q845789","display_name":"Observable","level":2,"score":0.6145157814025879},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6015222072601318},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5971617698669434},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5700335502624512},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5557926893234253},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.5321264266967773},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.49990344047546387},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.4828982353210449},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.44134190678596497},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3366815447807312},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2676856815814972},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11665311455726624},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tac.2015.2505403","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tac.2015.2505403","pdf_url":null,"source":{"id":"https://openalex.org/S184954342","display_name":"IEEE Transactions on Automatic Control","issn_l":"0018-9286","issn":["0018-9286","1558-2523","2334-3303"],"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 Transactions on Automatic Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W158205031","https://openalex.org/W1550698229","https://openalex.org/W1576452626","https://openalex.org/W1597926580","https://openalex.org/W1602773783","https://openalex.org/W1989031074","https://openalex.org/W2019703483","https://openalex.org/W2055921164","https://openalex.org/W2077441682","https://openalex.org/W2085218742","https://openalex.org/W2111273214","https://openalex.org/W2123651102","https://openalex.org/W2126311658","https://openalex.org/W2136532467","https://openalex.org/W2148024708","https://openalex.org/W2152565894","https://openalex.org/W2156168464","https://openalex.org/W2165549319","https://openalex.org/W2168359464","https://openalex.org/W2169294731","https://openalex.org/W2224393642","https://openalex.org/W2792296590","https://openalex.org/W3106173899","https://openalex.org/W4205326910","https://openalex.org/W4245296547","https://openalex.org/W6689036395"],"related_works":["https://openalex.org/W1964872188","https://openalex.org/W1994680671","https://openalex.org/W2187391117","https://openalex.org/W1981809986","https://openalex.org/W2949367465","https://openalex.org/W2912909874","https://openalex.org/W4288573727","https://openalex.org/W2768754015","https://openalex.org/W2981448761","https://openalex.org/W3153752017"],"abstract_inverted_index":{"We":[0,32],"present":[1],"and":[2,24,50],"examine":[3],"a":[4,62],"novel":[5],"method":[6],"for":[7],"obtaining":[8],"solutions":[9],"to":[10,56],"specific":[11,53],"discrete-time":[12],"optimal":[13,39],"control":[14],"problems.":[15],"Our":[16],"approach":[17],"is":[18,45],"based":[19],"on":[20],"linear":[21],"state":[22],"dynamics":[23],"convexity":[25],"assumptions":[26],"commonly":[27],"satisfied":[28],"in":[29],"practical":[30],"applications.":[31],"show":[33],"that":[34],"the":[35],"important":[36],"class":[37],"of":[38,61],"switching":[40],"problems":[41],"under":[42],"partial":[43],"observation":[44],"covered":[46],"by":[47],"our":[48],"methodology,":[49],"we":[51],"exploit":[52],"model":[54],"features":[55],"achieve":[57],"simple":[58],"algorithmic":[59],"form":[60],"numerical":[63],"solution.":[64]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
