{"id":"https://openalex.org/W2167074014","doi":"https://doi.org/10.1080/08839510490497058","title":"APPLICATION OF MARKOV DECISION PROCESSES TO THE FREQUENCY ASSIGNMENT PROBLEM","display_name":"APPLICATION OF MARKOV DECISION PROCESSES TO THE FREQUENCY ASSIGNMENT PROBLEM","publication_year":2004,"publication_date":"2004-09-01","ids":{"openalex":"https://openalex.org/W2167074014","doi":"https://doi.org/10.1080/08839510490497058","mag":"2167074014"},"language":"en","primary_location":{"id":"doi:10.1080/08839510490497058","is_oa":true,"landing_page_url":"https://doi.org/10.1080/08839510490497058","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839510490497058?needAccess=true","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"],"host_organization_lineage_names":["Taylor & Francis"],"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/10.1080/08839510490497058?needAccess=true","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038406193","display_name":"Jean-Yves Greff","orcid":null},"institutions":[{"id":"https://openalex.org/I2885711838","display_name":"TDF (France)","ror":"https://ror.org/01866as23","country_code":"FR","type":"company","lineage":["https://openalex.org/I2885711838"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"JEAN-YVES GREFF","raw_affiliation_strings":["Metz, France , TDF C2R"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Metz, France , TDF C2R","institution_ids":["https://openalex.org/I2885711838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077151661","display_name":"Lhassane Idoumghar","orcid":"https://orcid.org/0000-0001-8853-3968"},"institutions":[{"id":"https://openalex.org/I2885711838","display_name":"TDF (France)","ror":"https://ror.org/01866as23","country_code":"FR","type":"company","lineage":["https://openalex.org/I2885711838"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"LHASSANE IDOUMGHAR","raw_affiliation_strings":["Metz, France , TDF C2R"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Metz, France , TDF C2R","institution_ids":["https://openalex.org/I2885711838"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010539733","display_name":"Ren\u00e9 Schott","orcid":"https://orcid.org/0000-0003-2368-5615"},"institutions":[{"id":"https://openalex.org/I3017839442","display_name":"Institut \u00c9lie Cartan de Lorraine","ror":"https://ror.org/04rvw8791","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I3017839442","https://openalex.org/I4210141950","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I4210121838","display_name":"Laboratoire Lorrain de Recherche en Informatique et ses Applications","ror":"https://ror.org/02vnf0c38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210121838","https://openalex.org/I4210159245","https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"REN\u00c9 SCHOTT","raw_affiliation_strings":["IECN & LORIA, Campus Scientifique , Vand\u0153uvre-l\u00e8s-Nancy, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IECN & LORIA, Campus Scientifique , Vand\u0153uvre-l\u00e8s-Nancy, France","institution_ids":["https://openalex.org/I3017839442","https://openalex.org/I4210121838"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2195,"currency":"USD","value_usd":2195},"apc_paid":null,"fwci":0.2467,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.68191952,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"18","issue":"8","first_page":"761","last_page":"773"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10575","display_name":"Wireless Communication Networks Research","score":0.974399983882904,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10575","display_name":"Wireless Communication Networks Research","score":0.974399983882904,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12042","display_name":"Satellite Communication Systems","score":0.9491999745368958,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9350000023841858,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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":0.8328187465667725},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.8054937124252319},{"id":"https://openalex.org/keywords/broadcasting","display_name":"Broadcasting (networking)","score":0.7375913858413696},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5728959441184998},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5410723686218262},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.5219302177429199},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5153136253356934},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.4869917333126068},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4766015410423279},{"id":"https://openalex.org/keywords/partially-observable-markov-decision-process","display_name":"Partially observable Markov decision process","score":0.430860698223114},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.350131630897522},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21010631322860718},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1683260202407837},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10123366117477417},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0954459011554718}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8328187465667725},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.8054937124252319},{"id":"https://openalex.org/C110157686","wikidata":"https://www.wikidata.org/wiki/Q922122","display_name":"Broadcasting (networking)","level":2,"score":0.7375913858413696},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5728959441184998},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5410723686218262},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.5219302177429199},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5153136253356934},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.4869917333126068},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4766015410423279},{"id":"https://openalex.org/C17098449","wikidata":"https://www.wikidata.org/wiki/Q176814","display_name":"Partially observable Markov decision process","level":4,"score":0.430860698223114},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.350131630897522},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21010631322860718},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1683260202407837},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10123366117477417},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0954459011554718},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/08839510490497058","is_oa":true,"landing_page_url":"https://doi.org/10.1080/08839510490497058","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839510490497058?needAccess=true","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"],"host_organization_lineage_names":["Taylor & Francis"],"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:HAL:inria-00099975v1","is_oa":false,"landing_page_url":"https://inria.hal.science/inria-00099975","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Applied Artificial Intelligence, 2004, 18 (8), pp.761-773. ⟨10.1080/08839510490497058⟩","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1080/08839510490497058","is_oa":true,"landing_page_url":"https://doi.org/10.1080/08839510490497058","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839510490497058?needAccess=true","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"],"host_organization_lineage_names":["Taylor & Francis"],"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":"Peace, Justice and strong institutions","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W166751945","https://openalex.org/W1587263632","https://openalex.org/W1988217924","https://openalex.org/W2011039300","https://openalex.org/W2028145673","https://openalex.org/W2032100464","https://openalex.org/W2049886566","https://openalex.org/W2055440347","https://openalex.org/W2114951958","https://openalex.org/W2165998055","https://openalex.org/W2168359464","https://openalex.org/W2321292752","https://openalex.org/W2334782222","https://openalex.org/W2341171179"],"related_works":["https://openalex.org/W2096013579","https://openalex.org/W1589140671","https://openalex.org/W1760611253","https://openalex.org/W52153049","https://openalex.org/W2951545791","https://openalex.org/W1515117609","https://openalex.org/W2294884454","https://openalex.org/W4323315247","https://openalex.org/W3169161914","https://openalex.org/W4321379664"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"an":[3],"original":[4],"algorithm,":[5],"based":[6],"on":[7],"Markov":[8],"decision":[9],"processes":[10],"(MDPs)":[11],"(Bellman":[12],"1957),":[13],"that":[14],"is":[15],"used":[16],"to":[17,37],"solve":[18],"the":[19,24,38,59,64],"frequency":[20],"assignment":[21],"problem":[22],"in":[23,63,69],"field":[25,65],"of":[26,66],"radio":[27,67],"broadcasting.":[28],"The":[29],"results":[30,41],"obtained":[31,42],"by":[32,43],"this":[33],"algorithm":[34,46],"are":[35],"compared":[36],"best":[39,60],"known":[40],"hybrid":[44],"genetic":[45],"(Alabau":[47],"et":[48],"al.":[49],"2002a),":[50],"ant":[51],"colony":[52],"paradigms":[53],"(Comellas":[54],"and":[55,58],"Oz\u00f3n":[56],"1998),":[57],"operating":[61],"solution":[62],"broadcasting":[68],"France.":[70],"1":[71]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2014,"cited_by_count":3}],"updated_date":"2026-05-19T21:40:30.786675","created_date":"2025-10-10T00:00:00"}