{"id":"https://openalex.org/W2093712441","doi":"https://doi.org/10.1109/acc.2014.6859466","title":"A Hybrid Model Predictive Control strategy for optimizing a smoking cessation intervention","display_name":"A Hybrid Model Predictive Control strategy for optimizing a smoking cessation intervention","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W2093712441","doi":"https://doi.org/10.1109/acc.2014.6859466","mag":"2093712441","pmid":"https://pubmed.ncbi.nlm.nih.gov/25400326"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2014.6859466","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2014.6859466","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 American Control Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5039400267","display_name":"Kevin P. Timms","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kevin P. Timms","raw_affiliation_strings":["Biological Design Program, Arizona State University, Tempe, AZ","Arizona State University"],"affiliations":[{"raw_affiliation_string":"Biological Design Program, Arizona State University, Tempe, AZ","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067879371","display_name":"Daniel E. Rivera","orcid":"https://orcid.org/0000-0002-3141-0577"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel E. Rivera","raw_affiliation_strings":["Control Systems Engineering Laboratory, School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, AZ","Arizona State University"],"affiliations":[{"raw_affiliation_string":"Control Systems Engineering Laboratory, School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, AZ","institution_ids":[]},{"raw_affiliation_string":"Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067551647","display_name":"Megan E. Piper","orcid":"https://orcid.org/0000-0002-9876-5460"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Megan E. Piper","raw_affiliation_strings":["Department of Medicine, Center for Tobacco Research and Intervention, University of Wisconsin, Madison, WI","University of Wisconsin, Madison"],"affiliations":[{"raw_affiliation_string":"Department of Medicine, Center for Tobacco Research and Intervention, University of Wisconsin, Madison, WI","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"University of Wisconsin, Madison","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056202927","display_name":"Linda M. Collins","orcid":"https://orcid.org/0000-0003-4282-8722"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Linda M. Collins","raw_affiliation_strings":["The Methodology Center and Department of Human Development and Family Studies, Pennsylvania State University, State College, PA","Dept. of Human Dev. & Family Studies, Pennsylvania State Univ., State College, PA, USA"],"affiliations":[{"raw_affiliation_string":"The Methodology Center and Department of Human Development and Family Studies, Pennsylvania State University, State College, PA","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Dept. of Human Dev. & Family Studies, Pennsylvania State Univ., State College, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5039400267"],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":1.8685,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.85211332,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2014","issue":null,"first_page":"2389","last_page":"2394"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10060","display_name":"Smoking Behavior and Cessation","score":0.9732000231742859,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10060","display_name":"Smoking Behavior and Cessation","score":0.9732000231742859,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10342","display_name":"Circadian rhythm and melatonin","score":0.9082000255584717,"subfield":{"id":"https://openalex.org/subfields/2807","display_name":"Endocrine and Autonomic Systems"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/smoking-cessation","display_name":"Smoking cessation","score":0.8114292621612549},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.7778034806251526},{"id":"https://openalex.org/keywords/craving","display_name":"Craving","score":0.7059930562973022},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.6577256917953491},{"id":"https://openalex.org/keywords/feed-forward","display_name":"Feed forward","score":0.5670466423034668},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5289433002471924},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.5229169130325317},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46303021907806396},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4247703552246094},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.34270966053009033},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.3295162320137024},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3243572413921356},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.208536297082901},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.20762017369270325},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18481779098510742},{"id":"https://openalex.org/keywords/addiction","display_name":"Addiction","score":0.14284837245941162},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.11866706609725952}],"concepts":[{"id":"https://openalex.org/C2777843972","wikidata":"https://www.wikidata.org/wiki/Q2462253","display_name":"Smoking cessation","level":2,"score":0.8114292621612549},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.7778034806251526},{"id":"https://openalex.org/C2779541405","wikidata":"https://www.wikidata.org/wiki/Q498902","display_name":"Craving","level":3,"score":0.7059930562973022},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.6577256917953491},{"id":"https://openalex.org/C38858127","wikidata":"https://www.wikidata.org/wiki/Q5441228","display_name":"Feed forward","level":2,"score":0.5670466423034668},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5289433002471924},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.5229169130325317},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46303021907806396},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4247703552246094},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.34270966053009033},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.3295162320137024},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3243572413921356},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.208536297082901},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.20762017369270325},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18481779098510742},{"id":"https://openalex.org/C48856860","wikidata":"https://www.wikidata.org/wiki/Q12029","display_name":"Addiction","level":2,"score":0.14284837245941162},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.11866706609725952},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/acc.2014.6859466","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2014.6859466","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 American Control Conference","raw_type":"proceedings-article"},{"id":"pmid:25400326","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25400326","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ... American Control Conference. American Control Conference","raw_type":null},{"id":"pmh:oai:europepmc.org:3197970","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4228695","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"sustainable_development_goals":[{"score":0.8700000047683716,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1977985274","https://openalex.org/W2004383878","https://openalex.org/W2021206292","https://openalex.org/W2035771210","https://openalex.org/W2037886542","https://openalex.org/W2063899006","https://openalex.org/W2069510131","https://openalex.org/W2072962761","https://openalex.org/W2086310388","https://openalex.org/W2095865140","https://openalex.org/W2156678769","https://openalex.org/W4213460776","https://openalex.org/W6666345743"],"related_works":["https://openalex.org/W1964200701","https://openalex.org/W2047263444","https://openalex.org/W2166056827","https://openalex.org/W1013462062","https://openalex.org/W2001216700","https://openalex.org/W4319655828","https://openalex.org/W3024495969","https://openalex.org/W2082357982","https://openalex.org/W4235310985","https://openalex.org/W1511742391"],"abstract_inverted_index":{"The":[0,108],"chronic,":[1],"relapsing":[2],"nature":[3],"of":[4,111,120],"tobacco":[5],"use":[6,164],"represents":[7],"a":[8,32,59,121,125],"major":[9],"challenge":[10],"in":[11,28,72,93,124,133],"smoking":[12,54,104,138],"cessation":[13,55],"treatment.":[14],"Recently,":[15],"novel":[16],"intervention":[17,67,88,114],"paradigms":[18],"have":[19],"emerged":[20],"that":[21,39,66,130],"seek":[22],"to":[23,30,101,157],"adjust":[24],"treatments":[25],"over":[26,135],"time":[27],"order":[29],"meet":[31],"patient's":[33],"changing":[34],"needs.":[35],"This":[36],"article":[37],"demonstrates":[38],"Hybrid":[40],"Model":[41],"Predictive":[42],"Control":[43],"(HMPC)":[44],"offers":[45],"an":[46,87,113],"appealing":[47],"framework":[48],"for":[49],"designing":[50],"these":[51],"optimized,":[52],"time-varying":[53,149],"interventions.":[56],"HMPC":[57],"is":[58,90,115],"particularly":[60],"appropriate":[61],"approach":[62],"as":[63,152],"it":[64],"recognizes":[65],"doses":[68],"must":[69],"be":[70],"assigned":[71],"predetermined,":[73],"discrete":[74],"units":[75],"while":[76,155],"retaining":[77],"receding-horizon,":[78],"constraint-handling,":[79],"and":[80,83,96,105,146,162],"combined":[81],"feedback":[82],"feedforward":[84],"capabilities.":[85],"Specifically,":[86],"algorithm":[89],"developed":[91],"here":[92],"which":[94,128],"counseling":[95],"two":[97],"pharmacotherapies":[98],"are":[99],"manipulated":[100],"reduce":[102],"daily":[103,137],"craving":[106,134,142],"levels.":[107],"potential":[109],"usefulness":[110],"such":[112,151],"illustrated":[116],"through":[117],"simulated":[118],"treatment":[119],"quit":[122],"attempt":[123],"hypothetical":[126],"patient,":[127],"highlights":[129],"prioritizing":[131],"reduction":[132],"total":[136],"levels":[139],"significantly":[140],"reduces":[141],"levels,":[143],"suppresses":[144],"relapse,":[145],"successfully":[147],"rejects":[148],"disturbances":[150],"stress,":[153],"all":[154],"adhering":[156],"several":[158],"practical":[159],"operational":[160],"constraints":[161],"resource":[163],"considerations.":[165]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":4}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
