{"id":"https://openalex.org/W4413843274","doi":"https://doi.org/10.1007/s10586-025-05232-0","title":"User comfort or sustainability? A multi-objective reinforcement learning strategy for the IoMT with harvesting energy","display_name":"User comfort or sustainability? A multi-objective reinforcement learning strategy for the IoMT with harvesting energy","publication_year":2025,"publication_date":"2025-08-30","ids":{"openalex":"https://openalex.org/W4413843274","doi":"https://doi.org/10.1007/s10586-025-05232-0"},"language":"en","primary_location":{"id":"doi:10.1007/s10586-025-05232-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-025-05232-0","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","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/A5024816934","display_name":"Rania Mzid","orcid":"https://orcid.org/0000-0002-3086-370X"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]},{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Rania Mzid","raw_affiliation_strings":["CES Lab ENIS, University of Sfax, B.P:w.3, Sfax, 3038, Tunisia","ISI, University Tunis-El Manar, 2 Rue Abourraihan Al Bayrouni, Ariana, 2080, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CES Lab ENIS, University of Sfax, B.P:w.3, Sfax, 3038, Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"ISI, University Tunis-El Manar, 2 Rue Abourraihan Al Bayrouni, Ariana, 2080, Tunisia","institution_ids":["https://openalex.org/I63596082"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003254434","display_name":"Bakhta Haouari","orcid":null},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]},{"id":"https://openalex.org/I2800887215","display_name":"Tunisia Polytechnic School","ror":"https://ror.org/00dse3307","country_code":"TN","type":"education","lineage":["https://openalex.org/I2800887215"]},{"id":"https://openalex.org/I42731748","display_name":"National Institute of Applied Science and Technology","ror":"https://ror.org/00qn2rd91","country_code":"TN","type":"facility","lineage":["https://openalex.org/I42731748"]},{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Bakhta Haouari","raw_affiliation_strings":["ISI, University Tunis-El Manar, 2 Rue Abourraihan Al Bayrouni, Ariana, 2080, Tunisia","LISI Lab INSAT, University of Carthage, Centre Urbain Nord B.P. 676, Tunis, 1080, Tunisia","Tunisia Polytechnic School, University of Carthage, B.P. 743, La Marsa, 2078, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISI, University Tunis-El Manar, 2 Rue Abourraihan Al Bayrouni, Ariana, 2080, Tunisia","institution_ids":["https://openalex.org/I63596082"]},{"raw_affiliation_string":"LISI Lab INSAT, University of Carthage, Centre Urbain Nord B.P. 676, Tunis, 1080, Tunisia","institution_ids":["https://openalex.org/I179097149","https://openalex.org/I42731748"]},{"raw_affiliation_string":"Tunisia Polytechnic School, University of Carthage, B.P. 743, La Marsa, 2078, Tunisia","institution_ids":["https://openalex.org/I2800887215","https://openalex.org/I179097149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112520102","display_name":"Olfa Mosbahi","orcid":null},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]},{"id":"https://openalex.org/I2800887215","display_name":"Tunisia Polytechnic School","ror":"https://ror.org/00dse3307","country_code":"TN","type":"education","lineage":["https://openalex.org/I2800887215"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Olfa Mosbahi","raw_affiliation_strings":["Tunisia Polytechnic School, University of Carthage, B.P. 743, La Marsa, 2078, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tunisia Polytechnic School, University of Carthage, B.P. 743, La Marsa, 2078, Tunisia","institution_ids":["https://openalex.org/I2800887215","https://openalex.org/I179097149"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5024816934"],"corresponding_institution_ids":["https://openalex.org/I142899784","https://openalex.org/I63596082"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1876424,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":"9","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9984999895095825,"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"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9977999925613403,"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"}},{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9952999949455261,"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":0.8928558826446533},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7936340570449829},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.6675253510475159},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4729306995868683},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4601019620895386},{"id":"https://openalex.org/keywords/energy-harvesting","display_name":"Energy harvesting","score":0.4106357991695404},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2705444097518921}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8928558826446533},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7936340570449829},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.6675253510475159},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4729306995868683},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4601019620895386},{"id":"https://openalex.org/C101518730","wikidata":"https://www.wikidata.org/wiki/Q930236","display_name":"Energy harvesting","level":3,"score":0.4106357991695404},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2705444097518921},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10586-025-05232-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-025-05232-0","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1543572792","https://openalex.org/W1558919105","https://openalex.org/W2012612381","https://openalex.org/W2054145446","https://openalex.org/W2060846151","https://openalex.org/W2076337359","https://openalex.org/W2107471880","https://openalex.org/W2118028531","https://openalex.org/W2321292752","https://openalex.org/W2464857951","https://openalex.org/W2675646633","https://openalex.org/W2782662800","https://openalex.org/W2790759781","https://openalex.org/W2792005857","https://openalex.org/W2792834419","https://openalex.org/W2883872975","https://openalex.org/W2884335501","https://openalex.org/W2996343649","https://openalex.org/W3010451429","https://openalex.org/W3012066402","https://openalex.org/W3017275226","https://openalex.org/W3033649961","https://openalex.org/W3034844619","https://openalex.org/W3036617008","https://openalex.org/W3104294226","https://openalex.org/W3109289797","https://openalex.org/W3112195926","https://openalex.org/W3159243351","https://openalex.org/W3183672243","https://openalex.org/W3187261750","https://openalex.org/W4210577410","https://openalex.org/W4214646922","https://openalex.org/W4292408320","https://openalex.org/W4303712236","https://openalex.org/W4312254929","https://openalex.org/W4367666495","https://openalex.org/W4377695283","https://openalex.org/W4379117249","https://openalex.org/W4379117441","https://openalex.org/W4385065440","https://openalex.org/W4386033929","https://openalex.org/W4386365972","https://openalex.org/W4386365980","https://openalex.org/W4389627970","https://openalex.org/W4396554507"],"related_works":["https://openalex.org/W2898145991","https://openalex.org/W4306904969","https://openalex.org/W2903121411","https://openalex.org/W2805827740","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W2566010174","https://openalex.org/W1908935147","https://openalex.org/W1966708639"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}