{"id":"https://openalex.org/W4411484641","doi":"https://doi.org/10.1109/hpsc66065.2025.00011","title":"Smart Computing-Enabled Bi-layer Optimization for Vending Machine Deployment and Shelf Display","display_name":"Smart Computing-Enabled Bi-layer Optimization for Vending Machine Deployment and Shelf Display","publication_year":2025,"publication_date":"2025-05-09","ids":{"openalex":"https://openalex.org/W4411484641","doi":"https://doi.org/10.1109/hpsc66065.2025.00011"},"language":"en","primary_location":{"id":"doi:10.1109/hpsc66065.2025.00011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpsc66065.2025.00011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 11th International Conference on High Performance and Smart Computing (HPSC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5044906607","display_name":"Kung\u2010Jeng Wang","orcid":"https://orcid.org/0000-0002-5404-5023"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Kung-Jeng Wang","raw_affiliation_strings":["National Taiwan University of Science and Technology,Department of Industrial Management,Taipei,Taiwan, ROC,108"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taiwan University of Science and Technology,Department of Industrial Management,Taipei,Taiwan, ROC,108","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5098690770","display_name":"Natalia Febri","orcid":null},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Natalia Febri","raw_affiliation_strings":["National Taiwan University of Science and Technology,Department of Industrial Management,Taipei,Taiwan, ROC,108"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taiwan University of Science and Technology,Department of Industrial Management,Taipei,Taiwan, ROC,108","institution_ids":["https://openalex.org/I154864474"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I154864474"],"apc_list":null,"apc_paid":null,"fwci":2.628,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.85972626,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"19","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.7829999923706055,"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"}},"topics":[{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.7829999923706055,"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/software-deployment","display_name":"Software deployment","score":0.7755998373031616},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7023825645446777},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.6112727522850037},{"id":"https://openalex.org/keywords/off-the-shelf","display_name":"Off the shelf","score":0.4959305226802826},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.41378456354141235},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.27775222063064575},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.10356009006500244},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.09337189793586731},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.061829328536987305}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7755998373031616},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7023825645446777},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.6112727522850037},{"id":"https://openalex.org/C2982819384","wikidata":"https://www.wikidata.org/wiki/Q7078910","display_name":"Off the shelf","level":2,"score":0.4959305226802826},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.41378456354141235},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.27775222063064575},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.10356009006500244},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.09337189793586731},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.061829328536987305}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hpsc66065.2025.00011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpsc66065.2025.00011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 11th International Conference on High Performance and Smart Computing (HPSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1977120531","https://openalex.org/W2047377924","https://openalex.org/W2056119974","https://openalex.org/W2399882124","https://openalex.org/W2972545401","https://openalex.org/W2993844671","https://openalex.org/W3080585597","https://openalex.org/W3097521774","https://openalex.org/W3135115110","https://openalex.org/W3140051137"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4256492088"],"abstract_inverted_index":{"This":[0,33,63],"paper":[1],"presents":[2],"a":[3],"smart":[4],"computing":[5],"approach":[6],"to":[7,18,38,49,66],"optimizing":[8,67],"vending":[9,68],"machine":[10,69],"operations.":[11],"A":[12],"bi-layer":[13],"optimization":[14,43],"framework":[15,34],"is":[16],"developed":[17],"enhance":[19],"profitability":[20],"by":[21],"strategically":[22],"locating":[23],"machines,":[24],"selecting":[25],"optimal":[26],"product":[27],"assortments,":[28],"and":[29,73],"configuring":[30],"shelf":[31],"displays.":[32],"leverages":[35],"metaheuristic":[36],"algorithms":[37,59],"efficiently":[39],"solve":[40],"the":[41,55],"complex":[42],"problem":[44],"for":[45],"large-scale":[46],"systems":[47],"(up":[48],"5,000":[50],"machines).":[51],"Comparative":[52],"analysis":[53],"demonstrates":[54],"superiority":[56],"of":[57],"genetic":[58],"over":[60],"simulated":[61],"annealing.":[62],"research":[64],"contributes":[65],"operations":[70],"through":[71],"intelligent":[72],"efficient":[74],"resource":[75],"allocation.":[76]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}