{"id":"https://openalex.org/W2795477603","doi":"https://doi.org/10.1109/tvt.2018.2822626","title":"Quantum-Aided Multi-Objective Routing Optimization Using Back-Tracing-Aided Dynamic Programming","display_name":"Quantum-Aided Multi-Objective Routing Optimization Using Back-Tracing-Aided Dynamic Programming","publication_year":2018,"publication_date":"2018-04-02","ids":{"openalex":"https://openalex.org/W2795477603","doi":"https://doi.org/10.1109/tvt.2018.2822626","mag":"2795477603"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2018.2822626","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvt.2018.2822626","pdf_url":"https://ieeexplore.ieee.org/ielx7/25/8434070/08329527.pdf","source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Vehicular Technology","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/25/8434070/08329527.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053032369","display_name":"Dimitrios Alanis","orcid":"https://orcid.org/0000-0002-6654-1702"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dimitrios Alanis","raw_affiliation_strings":["School of Electronics and Computer Science, University of Southampton, Southampton, U.K","[School of Electronics and Computer Science, University of Southampton, Southampton, U.K.]"],"raw_orcid":"https://orcid.org/0000-0002-6654-1702","affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Science, University of Southampton, Southampton, U.K","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"[School of Electronics and Computer Science, University of Southampton, Southampton, U.K.]","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037415893","display_name":"Panagiotis Botsinis","orcid":"https://orcid.org/0000-0002-6345-6131"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Panagiotis Botsinis","raw_affiliation_strings":["School of Electronics and Computer Science, University of Southampton, Southampton, U.K","[School of Electronics and Computer Science, University of Southampton, Southampton, U.K.]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Science, University of Southampton, Southampton, U.K","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"[School of Electronics and Computer Science, University of Southampton, Southampton, U.K.]","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004429018","display_name":"Zunaira Babar","orcid":"https://orcid.org/0000-0002-7498-4474"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zunaira Babar","raw_affiliation_strings":["School of Electronics and Computer Science, University of Southampton, Southampton, U.K","[School of Electronics and Computer Science, University of Southampton, Southampton, U.K.]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Science, University of Southampton, Southampton, U.K","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"[School of Electronics and Computer Science, University of Southampton, Southampton, U.K.]","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032951039","display_name":"Hung Viet Nguyen","orcid":"https://orcid.org/0000-0001-6349-1044"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hung Viet Nguyen","raw_affiliation_strings":["School of Electronics and Computer Science, University of Southampton, Southampton, U.K","[School of Electronics and Computer Science, University of Southampton, Southampton, U.K.]"],"raw_orcid":"https://orcid.org/0000-0001-6349-1044","affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Science, University of Southampton, Southampton, U.K","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"[School of Electronics and Computer Science, University of Southampton, Southampton, U.K.]","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051019799","display_name":"Daryus Chandra","orcid":"https://orcid.org/0000-0003-2406-7229"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Daryus Chandra","raw_affiliation_strings":["School of Electronics and Computer Science, University of Southampton, Southampton, U.K","[School of Electronics and Computer Science, University of Southampton, Southampton, U.K.]"],"raw_orcid":"https://orcid.org/0000-0003-2406-7229","affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Science, University of Southampton, Southampton, U.K","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"[School of Electronics and Computer Science, University of Southampton, Southampton, U.K.]","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041481409","display_name":"Soon Xin Ng","orcid":"https://orcid.org/0000-0002-0930-7194"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Soon Xin Ng","raw_affiliation_strings":["School of Electronics and Computer Science, University of Southampton, Southampton, U.K","[School of Electronics and Computer Science, University of Southampton, Southampton, U.K.]"],"raw_orcid":"https://orcid.org/0000-0002-0930-7194","affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Science, University of Southampton, Southampton, U.K","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"[School of Electronics and Computer Science, University of Southampton, Southampton, U.K.]","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091122305","display_name":"Lajos Hanzo","orcid":"https://orcid.org/0000-0002-2636-5214"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lajos Hanzo","raw_affiliation_strings":["School of Electronics and Computer Science, University of Southampton, Southampton, U.K","[School of Electronics and Computer Science, University of Southampton, Southampton, U.K.]"],"raw_orcid":"https://orcid.org/0000-0002-2636-5214","affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Science, University of Southampton, Southampton, U.K","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"[School of Electronics and Computer Science, University of Southampton, Southampton, U.K.]","institution_ids":["https://openalex.org/I43439940"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I43439940"],"apc_list":null,"apc_paid":null,"fwci":0.6313,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.69360212,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"67","issue":"8","first_page":"7856","last_page":"7860"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9940999746322632,"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":0.9940999746322632,"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9825000166893005,"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"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9785000085830688,"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.6937232613563538},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6035161018371582},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.5863586068153381},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5468471050262451},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.5467516183853149},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5313459038734436},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.508480429649353},{"id":"https://openalex.org/keywords/dynamic-programming","display_name":"Dynamic programming","score":0.46318694949150085},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.4366832673549652},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.43570104241371155},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2222079336643219},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.10206729173660278}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6937232613563538},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6035161018371582},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.5863586068153381},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5468471050262451},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.5467516183853149},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5313459038734436},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.508480429649353},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.46318694949150085},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.4366832673549652},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.43570104241371155},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2222079336643219},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.10206729173660278},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tvt.2018.2822626","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvt.2018.2822626","pdf_url":"https://ieeexplore.ieee.org/ielx7/25/8434070/08329527.pdf","source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Vehicular Technology","raw_type":"journal-article"},{"id":"pmh:oai:eprints.soton.ac.uk:419141","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:arXiv.org:1804.02387","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1804.02387","pdf_url":"https://arxiv.org/pdf/1804.02387","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:epubs.surrey.ac.uk:846148","is_oa":false,"landing_page_url":"http://epubs.surrey.ac.uk/846148/1/Quantum-aided%20Multi-Objective%20Routing%20Optimization.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400680","display_name":"Surrey Research Insight Open Access (The University of Surrey)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28290843","host_organization_name":"University of Surrey","host_organization_lineage":["https://openalex.org/I28290843"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1109/tvt.2018.2822626","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvt.2018.2822626","pdf_url":"https://ieeexplore.ieee.org/ielx7/25/8434070/08329527.pdf","source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Vehicular Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2422336959","display_name":null,"funder_award_id":"EP/P003990/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3931104416","display_name":null,"funder_award_id":"EP/L018659/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320320277","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2795477603.pdf","grobid_xml":"https://content.openalex.org/works/W2795477603.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1557505599","https://openalex.org/W1631356911","https://openalex.org/W1900024896","https://openalex.org/W2065008622","https://openalex.org/W2092014272","https://openalex.org/W2128257715","https://openalex.org/W2198098822","https://openalex.org/W2318663366","https://openalex.org/W2413566101","https://openalex.org/W2554636950","https://openalex.org/W2783616894","https://openalex.org/W2990961515","https://openalex.org/W3103693542","https://openalex.org/W4238795955"],"related_works":["https://openalex.org/W2090178682","https://openalex.org/W2001591765","https://openalex.org/W4241467429","https://openalex.org/W2906115061","https://openalex.org/W2977596624","https://openalex.org/W2073147994","https://openalex.org/W1588199609","https://openalex.org/W2145877535","https://openalex.org/W2744730182","https://openalex.org/W2384474142"],"abstract_inverted_index":{"Pareto":[0,62,148],"optimality":[1],"is":[2,49,70],"capable":[3,50,71],"of":[4,15,27,51,72,75,86,129,145],"striking":[5],"the":[6,10,25,34,42,58,76,84,94,106,110,126,135,138,146],"optimal":[7,77,147],"tradeoff":[8],"amongst":[9],"diverse":[11],"conflicting":[12],"quality-of-service":[13],"requirements":[14],"routing":[16],"in":[17],"wireless":[18],"multihop":[19],"networks.":[20],"However,":[21],"this":[22,53,56],"comes":[23],"at":[24,79],"cost":[26],"increased":[28],"complexity":[29,82,117],"owing":[30],"to":[31],"searching":[32],"through":[33],"extended":[35],"multiobjective":[36],"search-space.":[37],"We":[38,102],"will":[39],"demonstrate":[40,104],"that":[41,105,137],"powerful":[43],"quantum-assisted":[44],"dynamic":[45],"programming":[46],"optimization":[47,63],"framework":[48],"circumventing":[52],"problem.":[54],"In":[55],"context,":[57],"so-called":[59],"evolutionary":[60],"quantum":[61],"(EQPO)":[64],"algorithm":[65],"has":[66],"been":[67],"proposed,":[68],"which":[69],"identifying":[73],"most":[74],"routes":[78],"a":[80,89,99,115,143],"near-polynomial":[81],"versus":[83],"number":[85],"nodes.":[87],"As":[88],"benefit,":[90],"we":[91],"improve":[92],"both":[93],"EQPO":[95,112],"algorithms":[96],"by":[97],"introducing":[98],"back-tracing":[100],"process.":[101],"also":[103],"improved":[107],"algorithm,":[108,113],"namely":[109,125],"back-tracing-aided":[111],"imposes":[114],"negligible":[116],"overhead,":[118],"while":[119],"substantially":[120],"improving":[121],"our":[122],"performance":[123],"metrics,":[124],"relative":[127],"frequency":[128],"finding":[130],"all":[131],"Pareto-optimal":[132,139],"solutions":[133,140],"and":[134],"probability":[136],"are,":[141],"indeed,":[142],"part":[144],"front.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
