{"id":"https://openalex.org/W7134272704","doi":"https://doi.org/10.3390/a19030205","title":"Infection Aware Hyper-Heuristic Framework for Hospital Room\u2013Patient Matching","display_name":"Infection Aware Hyper-Heuristic Framework for Hospital Room\u2013Patient Matching","publication_year":2026,"publication_date":"2026-03-09","ids":{"openalex":"https://openalex.org/W7134272704","doi":"https://doi.org/10.3390/a19030205"},"language":"en","primary_location":{"id":"doi:10.3390/a19030205","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a19030205","pdf_url":"https://www.mdpi.com/1999-4893/19/3/205/pdf","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/19/3/205/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050792779","display_name":"Kassem Danach","orcid":"https://orcid.org/0000-0001-6469-672X"},"institutions":[{"id":"https://openalex.org/I3130829635","display_name":"Al-Kafa\u00e0t University","ror":"https://ror.org/04k0d3t24","country_code":"LB","type":"education","lineage":["https://openalex.org/I3130829635"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Kassem Danach","raw_affiliation_strings":["Basic and Applied Sciences Research Center, Al Maaref University, Beirut P.O. Box 5078/25, Lebanon"],"raw_orcid":"https://orcid.org/0000-0001-6469-672X","affiliations":[{"raw_affiliation_string":"Basic and Applied Sciences Research Center, Al Maaref University, Beirut P.O. Box 5078/25, Lebanon","institution_ids":["https://openalex.org/I3130829635"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025768796","display_name":"Wael Hosny Fouad Aly","orcid":"https://orcid.org/0000-0002-3802-9445"},"institutions":[{"id":"https://openalex.org/I2803079837","display_name":"American University of the Middle East","ror":"https://ror.org/02gqgne03","country_code":"KW","type":"education","lineage":["https://openalex.org/I2803079837"]}],"countries":["KW"],"is_corresponding":false,"raw_author_name":"Wael Hosny Fouad Aly","raw_affiliation_strings":["College of Engineering and Technology, American University of the Middle East, Egaila 54200, Kuwait"],"raw_orcid":"https://orcid.org/0000-0002-3802-9445","affiliations":[{"raw_affiliation_string":"College of Engineering and Technology, American University of the Middle East, Egaila 54200, Kuwait","institution_ids":["https://openalex.org/I2803079837"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006748346","display_name":"Chadi Fouad Riman","orcid":"https://orcid.org/0000-0002-1442-3915"},"institutions":[{"id":"https://openalex.org/I2803079837","display_name":"American University of the Middle East","ror":"https://ror.org/02gqgne03","country_code":"KW","type":"education","lineage":["https://openalex.org/I2803079837"]}],"countries":["KW"],"is_corresponding":false,"raw_author_name":"Chadi Fouad Riman","raw_affiliation_strings":["College of Engineering and Technology, American University of the Middle East, Egaila 54200, Kuwait"],"raw_orcid":"https://orcid.org/0000-0002-1442-3915","affiliations":[{"raw_affiliation_string":"College of Engineering and Technology, American University of the Middle East, Egaila 54200, Kuwait","institution_ids":["https://openalex.org/I2803079837"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":16.8145,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.97479089,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"19","issue":"3","first_page":"205","last_page":"205"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.8953999876976013,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.8953999876976013,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11502","display_name":"Facility Location and Emergency Management","score":0.024700000882148743,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.020400000736117363,"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/heuristics","display_name":"Heuristics","score":0.8184000253677368},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.8019999861717224},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.6890000104904175},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.6147000193595886},{"id":"https://openalex.org/keywords/specialty","display_name":"Specialty","score":0.4523000121116638},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.44290000200271606},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.43959999084472656},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.4083999991416931},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.40630000829696655}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.8184000253677368},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.8019999861717224},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6890000104904175},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.6147000193595886},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5986999869346619},{"id":"https://openalex.org/C20387591","wikidata":"https://www.wikidata.org/wiki/Q930752","display_name":"Specialty","level":2,"score":0.4523000121116638},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.44290000200271606},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.43959999084472656},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.4083999991416931},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.40630000829696655},{"id":"https://openalex.org/C2988170871","wikidata":"https://www.wikidata.org/wiki/Q11000047","display_name":"Healthcare system","level":3,"score":0.34860000014305115},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.328900009393692},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.31450000405311584},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.30309998989105225},{"id":"https://openalex.org/C17923572","wikidata":"https://www.wikidata.org/wiki/Q7250160","display_name":"Propensity score matching","level":2,"score":0.2937000095844269},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.28999999165534973},{"id":"https://openalex.org/C3019879152","wikidata":"https://www.wikidata.org/wiki/Q2712836","display_name":"Infection risk","level":2,"score":0.2838999927043915},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.27869999408721924},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.27799999713897705},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.2777999937534332},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.2750000059604645},{"id":"https://openalex.org/C85044808","wikidata":"https://www.wikidata.org/wiki/Q620614","display_name":"Assignment problem","level":2,"score":0.271699994802475},{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.2711000144481659},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.26759999990463257},{"id":"https://openalex.org/C166888038","wikidata":"https://www.wikidata.org/wiki/Q4118322","display_name":"Infection control","level":2,"score":0.2630999982357025},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.26159998774528503},{"id":"https://openalex.org/C2779328685","wikidata":"https://www.wikidata.org/wiki/Q1475557","display_name":"Patient safety","level":3,"score":0.2563000023365021}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/a19030205","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a19030205","pdf_url":"https://www.mdpi.com/1999-4893/19/3/205/pdf","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:482af047c38742c089a38512ff3940d5","is_oa":true,"landing_page_url":"https://doaj.org/article/482af047c38742c089a38512ff3940d5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 19, Iss 3, p 205 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/a19030205","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a19030205","pdf_url":"https://www.mdpi.com/1999-4893/19/3/205/pdf","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320314997","display_name":"Strong","ror":"https://ror.org/041vyzr56"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7134272704.pdf","grobid_xml":"https://content.openalex.org/works/W7134272704.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1578255255","https://openalex.org/W1964945207","https://openalex.org/W2051358781","https://openalex.org/W2126825186","https://openalex.org/W2896051280","https://openalex.org/W2967783393","https://openalex.org/W3215489741","https://openalex.org/W4285809825","https://openalex.org/W4299796063","https://openalex.org/W4313648717","https://openalex.org/W4379967423","https://openalex.org/W4399158553","https://openalex.org/W4402993899","https://openalex.org/W4406079330","https://openalex.org/W4407216964","https://openalex.org/W4407808089","https://openalex.org/W4408095330","https://openalex.org/W4408334226","https://openalex.org/W4408358022","https://openalex.org/W4409087860","https://openalex.org/W4409962147","https://openalex.org/W4411852948","https://openalex.org/W4412825081","https://openalex.org/W4413607778","https://openalex.org/W4413811448","https://openalex.org/W7127048561"],"related_works":[],"abstract_inverted_index":{"The":[0,112],"assignment":[1,158],"of":[2,42,79,105,175,195],"hospital":[3,124,168,180],"rooms":[4],"to":[5,34,64,152,156],"patients":[6],"is":[7,62],"a":[8,14,82,117,122],"critical":[9],"operational":[10],"decision":[11],"that":[12,140],"has":[13],"direct":[15],"impact":[16],"on":[17,102],"patient":[18,130],"safety,":[19],"infection":[20,66,145,183],"control,":[21],"and":[22,47,51,70,73,87,97,109,134,147,185,197],"staff":[23],"workload.":[24],"This":[25],"study":[26],"introduces":[27],"HRPM\u2013IRC,":[28],"an":[29],"epidemiology-aware":[30,176],"hyper-heuristic":[31,84],"framework":[32,113],"developed":[33],"optimize":[35],"room\u2013patient":[36],"matching":[37],"by":[38,150],"minimizing":[39],"the":[40,103,173],"risk":[41,146],"nosocomial":[43],"infections,":[44],"reducing":[45],"travel":[46],"specialty":[48],"mismatch":[49],"costs,":[50],"promoting":[52],"equitable":[53],"nurse":[54],"workload":[55,148],"distribution.":[56],"A":[57],"mixed-integer":[58],"linear":[59],"programming":[60],"model":[61],"formulated":[63],"capture":[65],"transmission":[67],"probabilities,":[68],"isolation":[69],"cohorting":[71],"requirements,":[72],"multi-ward":[74],"capacity":[75],"constraints.":[76],"On":[77],"top":[78],"this":[80],"model,":[81],"bio-inspired":[83],"adaptively":[85],"selects":[86],"refines":[88],"low-level":[89],"heuristics,":[90],"including":[91],"cohort-first":[92],"greedy":[93],"allocation,":[94],"risk-gradient":[95],"swaps,":[96],"pathogen-aware":[98],"local":[99],"MILP":[100],"refinement,":[101],"basis":[104],"contextual":[106],"epidemiological":[107],"indicators":[108],"reinforcement":[110],"learning.":[111],"was":[114],"validated":[115],"using":[116],"real-world":[118],"dataset":[119],"obtained":[120],"from":[121],"tertiary":[123],"in":[125,178,190],"Lebanon,":[126],"comprising":[127],"142":[128],"anonymized":[129],"admissions,":[131],"35":[132],"rooms,":[133],"six":[135],"nursing":[136],"teams.":[137],"Results":[138],"demonstrate":[139],"HRPM\u2013IRC":[141],"consistently":[142],"reduces":[143],"modeled":[144],"imbalance":[149],"up":[151],"forty":[153],"percent":[154],"compared":[155],"conventional":[157],"heuristics":[159],"while":[160],"maintaining":[161],"near-real-time":[162],"decision-making":[163],"capabilities":[164],"suitable":[165],"for":[166],"dynamic":[167],"operations.":[169],"These":[170],"findings":[171],"underscore":[172],"effectiveness":[174],"hyper-heuristics":[177],"enhancing":[179],"resilience,":[181],"improving":[182],"prevention,":[184],"supporting":[186],"fair":[187],"resource":[188],"utilization":[189],"data-limited":[191],"healthcare":[192],"environments":[193],"typical":[194],"Lebanon":[196],"other":[198],"middle-income":[199],"countries.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2026-03-10T00:00:00"}
