{"id":"https://openalex.org/W2056391125","doi":"https://doi.org/10.1080/08839510490964491","title":"MACHINE LEARNING IN HYBRID HIERARCHICAL AND PARTIAL-ORDER PLANNERS FOR MANUFACTURING DOMAINS","display_name":"MACHINE LEARNING IN HYBRID HIERARCHICAL AND PARTIAL-ORDER PLANNERS FOR MANUFACTURING DOMAINS","publication_year":2005,"publication_date":"2005-09-01","ids":{"openalex":"https://openalex.org/W2056391125","doi":"https://doi.org/10.1080/08839510490964491","mag":"2056391125"},"language":"en","primary_location":{"id":"doi:10.1080/08839510490964491","is_oa":true,"landing_page_url":"https://doi.org/10.1080/08839510490964491","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839510490964491?needAccess=true&role=button","source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839510490964491?needAccess=true&role=button","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100658947","display_name":"Susana Fern\u00e1ndez","orcid":"https://orcid.org/0000-0003-4154-682X"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Susana Fern\u00e1ndez","raw_affiliation_strings":["Departamento de Inform\u00e1tica, Universidad Carlos III of Madrid, Legan\u00e9s (Madrid), Spain","Departamento de Inform\u00e1tica , Universidad Carlos III of Madrid , Legan\u00e9s (Madrid), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica, Universidad Carlos III of Madrid, Legan\u00e9s (Madrid), Spain","institution_ids":["https://openalex.org/I50357001"]},{"raw_affiliation_string":"Departamento de Inform\u00e1tica , Universidad Carlos III of Madrid , Legan\u00e9s (Madrid), Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005335460","display_name":"Ricardo Aler","orcid":"https://orcid.org/0000-0002-7472-4840"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ricardo Aler","raw_affiliation_strings":["Departamento de Inform\u00e1tica, Universidad Carlos III of Madrid, Legan\u00e9s (Madrid), Spain","Departamento de Inform\u00e1tica , Universidad Carlos III of Madrid , Legan\u00e9s (Madrid), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica, Universidad Carlos III of Madrid, Legan\u00e9s (Madrid), Spain","institution_ids":["https://openalex.org/I50357001"]},{"raw_affiliation_string":"Departamento de Inform\u00e1tica , Universidad Carlos III of Madrid , Legan\u00e9s (Madrid), Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050512952","display_name":"Daniel Borrajo","orcid":"https://orcid.org/0000-0001-5282-0463"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Daniel Borrajo","raw_affiliation_strings":["Departamento de Inform\u00e1tica, Universidad Carlos III of Madrid, Legan\u00e9s (Madrid), Spain","Departamento de Inform\u00e1tica , Universidad Carlos III of Madrid , Legan\u00e9s (Madrid), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica, Universidad Carlos III of Madrid, Legan\u00e9s (Madrid), Spain","institution_ids":["https://openalex.org/I50357001"]},{"raw_affiliation_string":"Departamento de Inform\u00e1tica , Universidad Carlos III of Madrid , Legan\u00e9s (Madrid), Spain","institution_ids":["https://openalex.org/I50357001"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100658947"],"corresponding_institution_ids":["https://openalex.org/I50357001"],"apc_list":{"value":2195,"currency":"USD","value_usd":2195},"apc_paid":null,"fwci":1.052,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.84545819,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"19","issue":"8","first_page":"783","last_page":"809"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9628000259399414,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/computer-science","display_name":"Computer science","score":0.8300501108169556},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6801325678825378},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5680755972862244},{"id":"https://openalex.org/keywords/production-planning","display_name":"Production planning","score":0.5046941041946411},{"id":"https://openalex.org/keywords/planner","display_name":"Planner","score":0.49657684564590454},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4954744577407837},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43912506103515625},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.40953001379966736},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32449501752853394},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.31998568773269653}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8300501108169556},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6801325678825378},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5680755972862244},{"id":"https://openalex.org/C2777909354","wikidata":"https://www.wikidata.org/wiki/Q1386523","display_name":"Production planning","level":3,"score":0.5046941041946411},{"id":"https://openalex.org/C2776999362","wikidata":"https://www.wikidata.org/wiki/Q2349274","display_name":"Planner","level":2,"score":0.49657684564590454},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4954744577407837},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43912506103515625},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.40953001379966736},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32449501752853394},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.31998568773269653},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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":3,"locations":[{"id":"doi:10.1080/08839510490964491","is_oa":true,"landing_page_url":"https://doi.org/10.1080/08839510490964491","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839510490964491?needAccess=true&role=button","source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:dnet:earchivo____::22a9c3a15736144d2cb4b2ad51c56a2f","is_oa":true,"landing_page_url":"http://hdl.handle.net/10016/5826","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.79.5231","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.79.5231","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.plg.inf.uc3m.es/~dborrajo/papers/applied05.pdf","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1080/08839510490964491","is_oa":true,"landing_page_url":"https://doi.org/10.1080/08839510490964491","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839510490964491?needAccess=true&role=button","source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2056391125.pdf","grobid_xml":"https://content.openalex.org/works/W2056391125.grobid-xml"},"referenced_works_count":70,"referenced_works":["https://openalex.org/W47964176","https://openalex.org/W73393089","https://openalex.org/W103684774","https://openalex.org/W154237538","https://openalex.org/W168407115","https://openalex.org/W197551278","https://openalex.org/W627958267","https://openalex.org/W1230237032","https://openalex.org/W1489563120","https://openalex.org/W1499973835","https://openalex.org/W1504318421","https://openalex.org/W1509999309","https://openalex.org/W1512541792","https://openalex.org/W1513513233","https://openalex.org/W1525104532","https://openalex.org/W1533623489","https://openalex.org/W1535526771","https://openalex.org/W1535996098","https://openalex.org/W1546024810","https://openalex.org/W1549353496","https://openalex.org/W1553069222","https://openalex.org/W1567972407","https://openalex.org/W1598464953","https://openalex.org/W1768242476","https://openalex.org/W1905796021","https://openalex.org/W1980913222","https://openalex.org/W1981627423","https://openalex.org/W2001602369","https://openalex.org/W2012909320","https://openalex.org/W2023414727","https://openalex.org/W2031937410","https://openalex.org/W2035078485","https://openalex.org/W2038719169","https://openalex.org/W2067853669","https://openalex.org/W2085328906","https://openalex.org/W2087671458","https://openalex.org/W2096723809","https://openalex.org/W2100597977","https://openalex.org/W2101602574","https://openalex.org/W2102144090","https://openalex.org/W2102912701","https://openalex.org/W2106086642","https://openalex.org/W2107678394","https://openalex.org/W2107766840","https://openalex.org/W2110553455","https://openalex.org/W2119824625","https://openalex.org/W2139149950","https://openalex.org/W2141088850","https://openalex.org/W2142723198","https://openalex.org/W2147226289","https://openalex.org/W2154642793","https://openalex.org/W2164457256","https://openalex.org/W2164843714","https://openalex.org/W2180809782","https://openalex.org/W2180818119","https://openalex.org/W2309755354","https://openalex.org/W2376283708","https://openalex.org/W2538242594","https://openalex.org/W2608239929","https://openalex.org/W2756666283","https://openalex.org/W2911740249","https://openalex.org/W2913668833","https://openalex.org/W2990682551","https://openalex.org/W3105216204","https://openalex.org/W4205974577","https://openalex.org/W4235170780","https://openalex.org/W4245425445","https://openalex.org/W4253170117","https://openalex.org/W4285719527","https://openalex.org/W6650844062"],"related_works":["https://openalex.org/W1568835640","https://openalex.org/W2703695369","https://openalex.org/W2900261087","https://openalex.org/W2049087584","https://openalex.org/W2332032866","https://openalex.org/W2965691246","https://openalex.org/W2952089901","https://openalex.org/W2132706553","https://openalex.org/W2587644668","https://openalex.org/W2183750905"],"abstract_inverted_index":{"The":[0,157],"application":[1],"of":[2,30,37,65,87,124,153,172],"AI":[3],"planning":[4,26],"techniques":[5],"to":[6,24,78,120,143],"manufacturing":[7,43,66,99],"systems":[8],"is":[9,33,69,77,141],"being":[10,107],"widely":[11],"deployed":[12],"for":[13,40,98],"all":[14],"the":[15,19,34,41,57,63,122,154,170],"tasks":[16],"involved":[17],"in":[18,45,169],"process,":[20],"from":[21],"product":[22],"design":[23],"production":[25],"and":[27,72],"control.":[28],"One":[29],"these":[31],"problems":[32,126],"automatic":[35],"generation":[36],"control":[38,59,96,104,146,167,173],"sequences":[39],"entire":[42],"system":[44,164],"such":[46,84],"a":[47,70,85,117,136,163],"way":[48],"that":[49,89,140,165],"final":[50],"plans":[51,82],"can":[52,91],"be":[53,92],"directly":[54],"used":[55,93],"as":[56,94],"sequential":[58,95,103],"programs":[60,97,105],"which":[61],"drive":[62],"operation":[64],"systems.":[67,100],"HYBIS":[68,128],"hierarchical":[71],"nonlinear":[73],"planner":[74],"whose":[75],"goal":[76],"obtain":[79],"partially":[80],"ordered":[81],"at":[83],"level":[86],"detail":[88],"they":[90],"Currently,":[101],"those":[102],"are":[106],"generated":[108],"by":[109,129,149],"hand":[110],"using":[111,130],"modeling":[112],"tools.":[113],"This":[114],"document":[115],"describes":[116],"work":[118],"aimed":[119],"improve":[121],"efficiency":[123],"solving":[125],"with":[127],"machine":[131],"learning":[132,138,158],"techniques.":[133],"It":[134],"implements":[135],"deductive":[137],"method":[139],"able":[142],"automatically":[144],"acquire":[145],"knowledge":[147,168],"(heuristics)":[148],"generating":[150],"bounded":[151],"explanations":[152],"problem-solving":[155],"episodes.":[156],"approach":[159],"builds":[160],"on":[161],"HAMLET,":[162],"learns":[166],"form":[171],"rules.":[174]},"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":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}
