{"id":"https://openalex.org/W4396594802","doi":"https://doi.org/10.1109/mnano.2024.3378489","title":"An Investigation on Quantum-Inspired Algorithms for Portfolio Optimization Across Global Markets","display_name":"An Investigation on Quantum-Inspired Algorithms for Portfolio Optimization Across Global Markets","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4396594802","doi":"https://doi.org/10.1109/mnano.2024.3378489"},"language":"en","primary_location":{"id":"doi:10.1109/mnano.2024.3378489","doi":"https://doi.org/10.1109/mnano.2024.3378489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnano.2024.3378489","pdf_url":null,"source":{"id":"https://openalex.org/S51651795","display_name":"IEEE Nanotechnology Magazine","issn_l":"1932-4510","issn":["1932-4510","1942-7808"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Nanotechnology Magazine","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5067978605","display_name":"Yao\u2013Hsin Chou","orcid":"https://orcid.org/0000-0002-3254-5510","observed_orcids":["https://orcid.org/0000-0002-3254-5510"]},"institutions":[{"id":"https://openalex.org/I173093425","display_name":"Chang Gung University","ror":"https://ror.org/00d80zx46","country_code":"TW","type":"education","lineage":["https://openalex.org/I173093425"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yao-Hsin Chou","raw_affiliation_strings":["Department of Electronics Engineering, Chang Gung University, Taoyuan, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-3254-5510","affiliations":[{"raw_affiliation_string":"Department of Electronics Engineering, Chang Gung University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I173093425"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032137822","display_name":"Ming-Ho Chang","orcid":"https://orcid.org/0009-0005-2483-0775","observed_orcids":["https://orcid.org/0009-0005-2483-0775"]},"institutions":[{"id":"https://openalex.org/I173093425","display_name":"Chang Gung University","ror":"https://ror.org/00d80zx46","country_code":"TW","type":"education","lineage":["https://openalex.org/I173093425"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Ho Chang","raw_affiliation_strings":["Department of Electronics Engineering, Chang Gung University, Taoyuan, Taiwan"],"raw_orcid":"https://orcid.org/0009-0005-2483-0775","affiliations":[{"raw_affiliation_string":"Department of Electronics Engineering, Chang Gung University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I173093425"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081338996","display_name":"Yu-Chi Jiang","orcid":"https://orcid.org/0000-0003-0489-9896","observed_orcids":["https://orcid.org/0000-0003-0489-9896"]},"institutions":[{"id":"https://openalex.org/I173093425","display_name":"Chang Gung University","ror":"https://ror.org/00d80zx46","country_code":"TW","type":"education","lineage":["https://openalex.org/I173093425"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Chi Jiang","raw_affiliation_strings":["Department of Electronics Engineering, Chang Gung University, Taoyuan, Taiwan"],"raw_orcid":"https://orcid.org/0000-0003-0489-9896","affiliations":[{"raw_affiliation_string":"Department of Electronics Engineering, Chang Gung University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I173093425"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016347657","display_name":"Shu\u2013Yu Kuo","orcid":"https://orcid.org/0000-0002-9780-0738","observed_orcids":["https://orcid.org/0000-0002-9780-0738"]},"institutions":[{"id":"https://openalex.org/I173093425","display_name":"Chang Gung University","ror":"https://ror.org/00d80zx46","country_code":"TW","type":"education","lineage":["https://openalex.org/I173093425"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shu-Yu Kuo","raw_affiliation_strings":["Department of Electronics Engineering, Chang Gung University, Taoyuan, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-9780-0738","affiliations":[{"raw_affiliation_string":"Department of Electronics Engineering, Chang Gung University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I173093425"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072714962","display_name":"Sun\u2010Yuan Kung","orcid":"https://orcid.org/0000-0002-7314-0720","observed_orcids":["https://orcid.org/0000-0002-7314-0720"]},"institutions":[{"id":"https://openalex.org/I173093425","display_name":"Chang Gung University","ror":"https://ror.org/00d80zx46","country_code":"TW","type":"education","lineage":["https://openalex.org/I173093425"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Sun-Yuan Kung","raw_affiliation_strings":["Department of Electronics Engineering, Chang Gung University, Taoyuan, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-7314-0720","affiliations":[{"raw_affiliation_string":"Department of Electronics Engineering, Chang Gung University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I173093425"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086274866","display_name":"B.J. Sheu","orcid":"https://orcid.org/0000-0002-4405-2350","observed_orcids":["https://orcid.org/0000-0002-4405-2350"]},"institutions":[{"id":"https://openalex.org/I173093425","display_name":"Chang Gung University","ror":"https://ror.org/00d80zx46","country_code":"TW","type":"education","lineage":["https://openalex.org/I173093425"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Bing J. Sheu","raw_affiliation_strings":["Department of Electronics Engineering, Chang Gung University, Taoyuan, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-4405-2350","affiliations":[{"raw_affiliation_string":"Department of Electronics Engineering, Chang Gung University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I173093425"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I173093425"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.46459999680519104,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.46459999680519104,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11413","display_name":"Risk and Portfolio Optimization","score":0.4032999873161316,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.06700000166893005,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/quantum-inspired-algorithms","display_name":"quantum-inspired algorithms","score":0.8870000243186951},{"id":"https://openalex.org/keywords/portfolio-optimization","display_name":"portfolio optimization","score":0.996999979019165},{"id":"https://openalex.org/keywords/international-stock-markets","display_name":"international stock markets","score":0.7540000081062317},{"id":"https://openalex.org/keywords/explainability","display_name":"explainability","score":0.7440000176429749},{"id":"https://openalex.org/keywords/investor-confidence","display_name":"investor confidence","score":0.5730000138282776}],"concepts":[{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.5439990758895874},{"id":"https://openalex.org/C202655437","wikidata":"https://www.wikidata.org/wiki/Q7231728","display_name":"Portfolio optimization","level":3,"score":0.46727076172828674},{"id":"https://openalex.org/C2780821815","wikidata":"https://www.wikidata.org/wiki/Q5340806","display_name":"Portfolio","level":2,"score":0.4545849561691284},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43597400188446045},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.4337017834186554},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32189035415649414},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22964641451835632},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.20688262581825256},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.129308819770813},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.1252143681049347},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1177930235862732}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mnano.2024.3378489","doi":"https://doi.org/10.1109/mnano.2024.3378489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnano.2024.3378489","pdf_url":null,"source":{"id":"https://openalex.org/S51651795","display_name":"IEEE Nanotechnology Magazine","issn_l":"1932-4510","issn":["1932-4510","1942-7808"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Nanotechnology Magazine","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4406019388","https://openalex.org/W4385223668","https://openalex.org/W4386384101","https://openalex.org/W4391306836","https://openalex.org/W7161142975","https://openalex.org/W7140407668","https://openalex.org/W7118162845","https://openalex.org/W4309344918","https://openalex.org/W4401413997","https://openalex.org/W4382997076"],"abstract_inverted_index":{"Quantum-inspired":[0],"algorithms":[1],"have":[2],"attracted":[3],"considerable":[4],"attention":[5],"for":[6,36],"their":[7],"effective":[8],"approach":[9],"to":[10,59,72,90],"addressing":[11],"various":[12],"optimization":[13,33,44],"problems,":[14],"drawing":[15],"inspiration":[16],"from":[17],"quantum":[18],"properties.":[19],"This":[20],"article":[21],"introduces":[22],"a":[23],"portfolio":[24,43],"recommendation":[25,84],"system":[26],"based":[27],"on":[28],"trend":[29],"ratio":[30],"and":[31,55,68,101,105],"quantum-inspired":[32],"specifically":[34],"designed":[35],"global":[37],"cross-stock":[38],"markets.":[39],"The":[40],"proposed":[41,83],"intelligent":[42],"model":[45],"excels":[46],"at":[47],"identifying":[48],"strong,":[49],"stable":[50],"uptrends":[51],"within":[52],"individual":[53],"markets":[54],"extends":[56],"its":[57,88,103],"effectiveness":[58],"cross-market":[60],"analysis.":[61],"Furthermore,":[62],"this":[63],"financial":[64],"application":[65],"prioritizes":[66],"explainability":[67],"transparency,":[69],"empowering":[70],"investors":[71],"comprehend":[73],"AI-generated":[74],"results":[75],"and,":[76],"in":[77,81,107],"turn,":[78],"fostering":[79],"trust":[80],"the":[82],"system.":[85],"Results":[86],"demonstrate":[87],"ability":[89],"accurately":[91],"assess":[92],"complex":[93],"market":[94,109],"relationships,":[95],"reflect":[96],"stock":[97],"connections":[98],"across":[99],"countries,":[100],"highlight":[102],"robustness":[104],"reliability":[106],"explaining":[108],"performance.":[110]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2024-05-03T00:00:00"}
