{"id":"https://openalex.org/W3006019909","doi":"https://doi.org/10.1109/menacomm46666.2019.8988550","title":"Efficient AI-Driven Design of Microwave Antennas Using PSADEA","display_name":"Efficient AI-Driven Design of Microwave Antennas Using PSADEA","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3006019909","doi":"https://doi.org/10.1109/menacomm46666.2019.8988550","mag":"3006019909"},"language":"en","primary_location":{"id":"doi:10.1109/menacomm46666.2019.8988550","is_oa":false,"landing_page_url":"https://doi.org/10.1109/menacomm46666.2019.8988550","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 2nd IEEE Middle East and North Africa COMMunications Conference (MENACOMM)","raw_type":"proceedings-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/A5055138487","display_name":"Mobayode O. Akinsolu","orcid":"https://orcid.org/0000-0003-1164-5501"},"institutions":[{"id":"https://openalex.org/I184856343","display_name":"Wrexham University","ror":"https://ror.org/048kc0s52","country_code":"GB","type":"education","lineage":["https://openalex.org/I184856343"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mobayode O. Akinsolu","raw_affiliation_strings":["Wrexham Glyndŵr University,Faculty of Arts, Science and Technology,UK,LL11 2AW","Faculty of Arts, Science and Technology, Wrexham Glynd\u0175r University, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wrexham Glyndŵr University,Faculty of Arts, Science and Technology,UK,LL11 2AW","institution_ids":["https://openalex.org/I184856343"]},{"raw_affiliation_string":"Faculty of Arts, Science and Technology, Wrexham Glynd\u0175r University, UK","institution_ids":["https://openalex.org/I184856343"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069272401","display_name":"Isah Musa Danjuma","orcid":"https://orcid.org/0000-0003-0011-0966"},"institutions":[{"id":"https://openalex.org/I139894009","display_name":"University of Bradford","ror":"https://ror.org/00vs8d940","country_code":"GB","type":"education","lineage":["https://openalex.org/I139894009"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Isah M. Danjuma","raw_affiliation_strings":["University of Bradford,Faculty of Engineering and Informatics,Bradford,UK,BD7 1DP","Faculty of Engineering and Informatics, University of Bradford, Bradford, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bradford,Faculty of Engineering and Informatics,Bradford,UK,BD7 1DP","institution_ids":["https://openalex.org/I139894009"]},{"raw_affiliation_string":"Faculty of Engineering and Informatics, University of Bradford, Bradford, UK","institution_ids":["https://openalex.org/I139894009"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055957474","display_name":"Keyur K. Mistry","orcid":"https://orcid.org/0000-0002-0782-6919"},"institutions":[{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Keyur K. Mistry","raw_affiliation_strings":["University of Huddersfield,School of Computing and Engineering,UK,HD1 3DH","School of Computing and Engineering, University of Huddersfield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Huddersfield,School of Computing and Engineering,UK,HD1 3DH","institution_ids":["https://openalex.org/I133837150"]},{"raw_affiliation_string":"School of Computing and Engineering, University of Huddersfield, UK","institution_ids":["https://openalex.org/I133837150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100461643","display_name":"Bo Liu","orcid":"https://orcid.org/0000-0002-3093-4571"},"institutions":[{"id":"https://openalex.org/I184856343","display_name":"Wrexham University","ror":"https://ror.org/048kc0s52","country_code":"GB","type":"education","lineage":["https://openalex.org/I184856343"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bo Liu","raw_affiliation_strings":["Wrexham Glyndŵr University,Faculty of Arts, Science and Technology,UK,LL11 2AW","Faculty of Arts, Science and Technology, Wrexham Glynd\u0175r University, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wrexham Glyndŵr University,Faculty of Arts, Science and Technology,UK,LL11 2AW","institution_ids":["https://openalex.org/I184856343"]},{"raw_affiliation_string":"Faculty of Arts, Science and Technology, Wrexham Glynd\u0175r University, UK","institution_ids":["https://openalex.org/I184856343"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084069773","display_name":"Raed A. Abd\u2010Alhameed","orcid":"https://orcid.org/0000-0003-2972-9965"},"institutions":[{"id":"https://openalex.org/I139894009","display_name":"University of Bradford","ror":"https://ror.org/00vs8d940","country_code":"GB","type":"education","lineage":["https://openalex.org/I139894009"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Raed A. Abd-Alhameed","raw_affiliation_strings":["University of Bradford,Faculty of Engineering and Informatics,Bradford,UK,BD7 1DP","Faculty of Engineering and Informatics, University of Bradford, Bradford, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bradford,Faculty of Engineering and Informatics,Bradford,UK,BD7 1DP","institution_ids":["https://openalex.org/I139894009"]},{"raw_affiliation_string":"Faculty of Engineering and Informatics, University of Bradford, Bradford, UK","institution_ids":["https://openalex.org/I139894009"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074353965","display_name":"Pavlos I. Lazaridis","orcid":"https://orcid.org/0000-0001-5091-2567"},"institutions":[{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Pavlos I. Lazaridis","raw_affiliation_strings":["University of Huddersfield,School of Computing and Engineering,UK,HD1 3DH","School of Computing and Engineering, University of Huddersfield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Huddersfield,School of Computing and Engineering,UK,HD1 3DH","institution_ids":["https://openalex.org/I133837150"]},{"raw_affiliation_string":"School of Computing and Engineering, University of Huddersfield, UK","institution_ids":["https://openalex.org/I133837150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009244011","display_name":"Zaharias D. Zaharis","orcid":"https://orcid.org/0000-0002-4548-282X"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Zaharias D. Zaharis","raw_affiliation_strings":["Aristotle University of Thessaloniki,Department of Electrical and Computer Engineering,Thessaloniki,Greece,54124","Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aristotle University of Thessaloniki,Department of Electrical and Computer Engineering,Thessaloniki,Greece,54124","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032352462","display_name":"P.S. Excell","orcid":"https://orcid.org/0000-0002-7602-2957"},"institutions":[{"id":"https://openalex.org/I184856343","display_name":"Wrexham University","ror":"https://ror.org/048kc0s52","country_code":"GB","type":"education","lineage":["https://openalex.org/I184856343"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peter Excell","raw_affiliation_strings":["Wrexham Glyndŵr University,Faculty of Arts, Science and Technology,UK,LL11 2AW","Faculty of Arts, Science and Technology, Wrexham Glynd\u0175r University, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wrexham Glyndŵr University,Faculty of Arts, Science and Technology,UK,LL11 2AW","institution_ids":["https://openalex.org/I184856343"]},{"raw_affiliation_string":"Faculty of Arts, Science and Technology, Wrexham Glynd\u0175r University, UK","institution_ids":["https://openalex.org/I184856343"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2422,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.58230641,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10262","display_name":"Microwave Engineering and Waveguides","score":0.9991000294685364,"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/T10262","display_name":"Microwave Engineering and Waveguides","score":0.9991000294685364,"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/T11946","display_name":"Antenna Design and Optimization","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.993399977684021,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/microwave","display_name":"Microwave","score":0.6781595945358276},{"id":"https://openalex.org/keywords/directional-antenna","display_name":"Directional antenna","score":0.5100675225257874},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48493579030036926},{"id":"https://openalex.org/keywords/microwave-transmission","display_name":"Microwave transmission","score":0.41484585404396057},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3664608895778656},{"id":"https://openalex.org/keywords/antenna","display_name":"Antenna (radio)","score":0.27100592851638794},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23027491569519043},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20573017001152039}],"concepts":[{"id":"https://openalex.org/C44838205","wikidata":"https://www.wikidata.org/wiki/Q127995","display_name":"Microwave","level":2,"score":0.6781595945358276},{"id":"https://openalex.org/C64671776","wikidata":"https://www.wikidata.org/wiki/Q769152","display_name":"Directional antenna","level":3,"score":0.5100675225257874},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48493579030036926},{"id":"https://openalex.org/C1705053","wikidata":"https://www.wikidata.org/wiki/Q747066","display_name":"Microwave transmission","level":3,"score":0.41484585404396057},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3664608895778656},{"id":"https://openalex.org/C21822782","wikidata":"https://www.wikidata.org/wiki/Q131214","display_name":"Antenna (radio)","level":2,"score":0.27100592851638794},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23027491569519043},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20573017001152039}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/menacomm46666.2019.8988550","is_oa":false,"landing_page_url":"https://doi.org/10.1109/menacomm46666.2019.8988550","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 2nd IEEE Middle East and North Africa COMMunications Conference (MENACOMM)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/8be40c81-8c00-4292-b0ab-f2d13ffa6efb","is_oa":false,"landing_page_url":"https://pure.hud.ac.uk/en/publications/8be40c81-8c00-4292-b0ab-f2d13ffa6efb","pdf_url":null,"source":{"id":"https://openalex.org/S4306402508","display_name":"Huddersfield Research Portal (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Akinsolu, M O, Danjuma, I M, Mistry, K K, Liu, B, Abd-Alhameed, R A, Lazaridis, P I, Zaharis, Z D & Excell, P 2019, Efficient AI-Driven Design of Microwave Antennas Using PSADEA. in 2019 2nd IEEE Middle East and North Africa COMMunications Conference, MENACOMM 2019., 8988550, Institute of Electrical and Electronics Engineers Inc., 2nd IEEE Middle East and North Africa COMMunications Conference, Manama, Bahrain, 19/11/19. https://doi.org/10.1109/MENACOMM46666.2019.8988550","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1595159159","https://openalex.org/W1676593037","https://openalex.org/W1966154590","https://openalex.org/W2015616421","https://openalex.org/W2067789867","https://openalex.org/W2117350469","https://openalex.org/W2136918060","https://openalex.org/W2170231032","https://openalex.org/W2553936612","https://openalex.org/W2591970280","https://openalex.org/W2605885027","https://openalex.org/W2748939345","https://openalex.org/W2767650126","https://openalex.org/W2772083665","https://openalex.org/W2797261068","https://openalex.org/W2801771285","https://openalex.org/W2856229604","https://openalex.org/W2892254848","https://openalex.org/W2896384552","https://openalex.org/W2897303347","https://openalex.org/W2912774472","https://openalex.org/W2919780190","https://openalex.org/W2935288188","https://openalex.org/W2941256904","https://openalex.org/W2955881674","https://openalex.org/W2967842629","https://openalex.org/W4247680473"],"related_works":["https://openalex.org/W2592362553","https://openalex.org/W2060182256","https://openalex.org/W2996557602","https://openalex.org/W560397532","https://openalex.org/W3217297524","https://openalex.org/W2125773033","https://openalex.org/W2090848395","https://openalex.org/W1788964452","https://openalex.org/W2096939137","https://openalex.org/W3139783758"],"abstract_inverted_index":{"Nowadays,":[0],"artificial":[1],"intelligence":[2],"plays":[3],"a":[4,31,58,70,139,160],"very":[5,114],"significant":[6],"role":[7],"in":[8,40,122,130,143],"the":[9,37,108,119,133,150,156,166,170],"optimal":[10],"design":[11,21,116,141,164,171],"of":[12,33,42,83,159,174],"microwave":[13],"devices":[14],"such":[15],"as":[16],"antennas.":[17],"In":[18,62],"particular,":[19],"antenna":[20,53,74,121,168],"automation":[22],"via":[23],"surrogate":[24,47],"model-based":[25],"optimization":[26,128],"(SMBO)":[27],"methods":[28],"is":[29,57,66,85],"attracting":[30],"lot":[32],"interest":[34],"due":[35],"to":[36,68,137],"efficiency":[38],"improvement":[39],"terms":[41],"computational":[43],"cost.":[44],"The":[45,81],"parallel":[46],"model-assisted":[48],"hybrid":[49],"differential":[50],"evolution":[51],"for":[52,75,118,155,165],"optimisation":[54,104],"(PSADEA)":[55],"method":[56],"state-of-the-art":[59],"SMBO":[60],"method.":[61],"this":[63],"paper,":[64],"PSADEA":[65,84,112,162],"used":[67],"synthesize":[69],"compact":[71],"slotted":[72],"monopole":[73,120,167],"ultra":[76],"wide":[77],"band":[78],"body-centric":[79],"applications.":[80],"performance":[82],"compared":[86],"with":[87],"2019":[88],"Computer":[89],"Simulation":[90],"Technology":[91],"-":[92],"Microwave":[93],"Studio":[94],"(CST-MWS)":[95],"optimizers:":[96],"trust":[97],"region":[98],"framework":[99],"(TRF)":[100],"and":[101,152],"particle":[102],"swarm":[103],"(PSO).":[105],"Results":[106],"from":[107],"comparisons":[109],"show":[110],"that":[111],"obtains":[113],"satisfactory":[115,140],"solutions":[117],"all":[123,144],"runs":[124],"using":[125],"an":[126],"affordable":[127],"time":[129],"each,":[131],"whereas":[132],"alternative":[134],"optimizers":[135],"fail":[136],"obtain":[138],"solution":[142,172],"runs.":[145],"A":[146],"close":[147],"agreement":[148],"between":[149],"simulated":[151],"measured":[153],"results":[154],"fabricated":[157],"prototype":[158],"typical":[161],"synthesized":[163],"validates":[169],"quality":[173],"PSADEA.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}