{"id":"https://openalex.org/W4403674973","doi":"https://doi.org/10.1109/tevc.2024.3485194","title":"Quantum Acceleration of Black-Box Pseudo-Boolean Optimization Algorithms","display_name":"Quantum Acceleration of Black-Box Pseudo-Boolean Optimization Algorithms","publication_year":2024,"publication_date":"2024-10-23","ids":{"openalex":"https://openalex.org/W4403674973","doi":"https://doi.org/10.1109/tevc.2024.3485194"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2024.3485194","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2024.3485194","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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 Transactions on Evolutionary Computation","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/A5087766927","display_name":"Adetunji David Ajimakin","orcid":"https://orcid.org/0000-0003-3481-3168"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Adetunji David Ajimakin","raw_affiliation_strings":["Department of Computer Science and Automation, Indian Institute of Science Bengaluru, Bengaluru, India","Department of Computer Science and Automation, Indian Institute of Science, Bengaluru, Karnataka, India"],"raw_orcid":"https://orcid.org/0000-0003-3481-3168","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Automation, Indian Institute of Science Bengaluru, Bengaluru, India","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Department of Computer Science and Automation, Indian Institute of Science, Bengaluru, Karnataka, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101879348","display_name":"V. Susheela Devi","orcid":"https://orcid.org/0000-0003-1001-7714"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. Susheela Devi","raw_affiliation_strings":["Department of Computer Science and Automation, Indian Institute of Science Bengaluru, Bengaluru, India","Department of Computer Science and Automation, Indian Institute of Science, Bengaluru, Karnataka, India"],"raw_orcid":"https://orcid.org/0000-0003-1001-7714","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Automation, Indian Institute of Science Bengaluru, Bengaluru, India","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Department of Computer Science and Automation, Indian Institute of Science, Bengaluru, Karnataka, India","institution_ids":["https://openalex.org/I59270414"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15531298,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"29","issue":"5","first_page":"2062","last_page":"2073"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9869999885559082,"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"}},"topics":[{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9869999885559082,"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/acceleration","display_name":"Acceleration","score":0.6786106824874878},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5959751009941101},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5271037817001343},{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.5176301598548889},{"id":"https://openalex.org/keywords/quantum-computer","display_name":"Quantum computer","score":0.47840437293052673},{"id":"https://openalex.org/keywords/boolean-function","display_name":"Boolean function","score":0.473903089761734},{"id":"https://openalex.org/keywords/maximum-satisfiability-problem","display_name":"Maximum satisfiability problem","score":0.45993900299072266},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4201137125492096},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.41892534494400024},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3133992552757263},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.26899057626724243},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.19009774923324585},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1757829189300537},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.09846922755241394}],"concepts":[{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.6786106824874878},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5959751009941101},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5271037817001343},{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.5176301598548889},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.47840437293052673},{"id":"https://openalex.org/C187455244","wikidata":"https://www.wikidata.org/wiki/Q942353","display_name":"Boolean function","level":2,"score":0.473903089761734},{"id":"https://openalex.org/C111797529","wikidata":"https://www.wikidata.org/wiki/Q17080584","display_name":"Maximum satisfiability problem","level":3,"score":0.45993900299072266},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4201137125492096},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.41892534494400024},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3133992552757263},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.26899057626724243},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.19009774923324585},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1757829189300537},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.09846922755241394}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tevc.2024.3485194","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2024.3485194","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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 Transactions on Evolutionary Computation","raw_type":"journal-article"},{"id":"pmh:oai::86855","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401429","display_name":"ePrints@IISc (Indian Institute of Science)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59270414","host_organization_name":"Indian Institute of Science Bangalore","host_organization_lineage":["https://openalex.org/I59270414"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1524657756","https://openalex.org/W1526420097","https://openalex.org/W1793635223","https://openalex.org/W1971237725","https://openalex.org/W1981482533","https://openalex.org/W2006290558","https://openalex.org/W2015122083","https://openalex.org/W2033216491","https://openalex.org/W2038878012","https://openalex.org/W2053529015","https://openalex.org/W2121981260","https://openalex.org/W2151365767","https://openalex.org/W2164927253","https://openalex.org/W2165220807","https://openalex.org/W2320126437","https://openalex.org/W2604934189","https://openalex.org/W2742595244","https://openalex.org/W2783447054","https://openalex.org/W2784961280","https://openalex.org/W2885711236","https://openalex.org/W2888912300","https://openalex.org/W2967587352","https://openalex.org/W2990265388","https://openalex.org/W2990961515","https://openalex.org/W4245491427","https://openalex.org/W4285776487","https://openalex.org/W4313046016"],"related_works":["https://openalex.org/W4288044863","https://openalex.org/W3145758888","https://openalex.org/W4387971932","https://openalex.org/W2148542302","https://openalex.org/W3141532631","https://openalex.org/W1997660011","https://openalex.org/W4289743389","https://openalex.org/W1993714627","https://openalex.org/W2883069340","https://openalex.org/W2936088236"],"abstract_inverted_index":{"The":[0],"<inline-formula":[1,25,81,136,196,207],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[2,11,26,34,82,104,137,197,208],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[3,12,27,35,83,105,138,198,209],"<tex-math":[4,13,28,36,84,106,139,199,210],"notation=\"LaTeX\">$(1+1)$":[5,14,29,37,85,107,140],"</tex-math></inline-formula>":[6,15,30,38,86,108,141,212],"quantum":[7,18,154,172,182,191,218,232,244],"evolutionary":[8,31],"algorithm":[9,32,95,192,219,245],"[<inline-formula":[10,33,103],"QEA]":[16],"uses":[17],"probability":[19],"amplification":[20,94],"to":[21,50,61,97,123],"accelerate":[22],"the":[23,41,55,63,80,89,91,99,115,120,131,135,144,148,153,176,195,221,235,248],"classical":[24,166,238,267],"EA]":[39],"for":[40,79,220,246],"optimization":[42],"of":[43,66,117,134,178,230,237],"pseudo-Boolean":[44],"functions,":[45],"which":[46],"assign":[47],"real-valued":[48],"fitness":[49,118,253],"binary":[51],"strings.":[52],"However,":[53],"determining":[54],"optimal":[56,149],"mutation":[57,76,100],"rate":[58,77,101],"remains":[59],"crucial":[60],"reducing":[62],"required":[64],"number":[65,116],"function":[67,227],"evaluations.":[68,213],"To":[69],"address":[70],"this,":[71],"we":[72,129,169,215,241],"introduce":[73,189],"a":[74,181,190,217,243],"dynamic":[75],"strategy":[78,121],"QEA,":[87],"leveraging":[88],"guarantees":[90],"fixed-point":[92],"amplitude":[93],"gives":[96],"adjust":[98],"dynamically":[102],"QEAdyn].":[109],"We":[110,188],"derive":[111],"upper":[112],"bounds":[113],"on":[114,143,159,180],"evaluations":[119],"requires":[122],"solve":[124],"well-known":[125],"benchmark":[126],"functions.":[127],"Notably,":[128],"close":[130],"performance":[132,150],"gap":[133],"QEA":[142],"NEEDLE":[145],"problem,":[146,223],"matching":[147],"possible":[151],"in":[152],"setting.":[155],"Nevertheless,":[156],"our":[157],"results":[158],"ONEMAX":[160,222,249],"and":[161,255],"LEADINGONES":[162,202],"lag":[163],"behind":[164],"known":[165],"results.":[167],"So,":[168],"delve":[170],"into":[171],"black-box":[173],"complexity,":[174],"exploring":[175],"difficulty":[177],"problem-solving":[179],"computer":[183],"without":[184],"explicit":[185],"problem":[186,203,250],"knowledge.":[187],"that":[193,259],"solves":[194],"notation=\"LaTeX\">$n$":[200,211],"</tex-math></inline-formula>-dimensional":[201],"with":[204],"at":[205],"most":[206],"Additionally,":[214],"develop":[216],"requiring":[224],"only":[225,252],"one":[226],"evaluation.":[228],"Both":[229],"these":[231],"algorithms":[233],"surpass":[234],"capabilities":[236],"algorithms.":[239],"Finally,":[240],"devise":[242],"solving":[247],"using":[251],"comparisons":[254],"provide":[256],"computational":[257],"evidence":[258],"it":[260],"still":[261],"does":[262],"so":[263],"faster":[264],"than":[265],"any":[266],"algorithm.":[268]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}