{"id":"https://openalex.org/W2025024839","doi":"https://doi.org/10.1109/icnc.2014.6975905","title":"Genetic-Ant Colony Optimization algorithm and its application to design of antenna","display_name":"Genetic-Ant Colony Optimization algorithm and its application to design of antenna","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W2025024839","doi":"https://doi.org/10.1109/icnc.2014.6975905","mag":"2025024839"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2014.6975905","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2014.6975905","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 10th International Conference on Natural Computation (ICNC)","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/A5101925890","display_name":"Yan Yang","orcid":"https://orcid.org/0000-0002-8286-9695"},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Yang","raw_affiliation_strings":["College of Information Engineering, Taiyuan University of Technology, Taiyuan, China","College of Information Engineering, Taiyuan University of Technology, Taiyuan, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Taiyuan University of Technology, Taiyuan, China","institution_ids":["https://openalex.org/I9086337"]},{"raw_affiliation_string":"College of Information Engineering, Taiyuan University of Technology, Taiyuan, China#TAB#","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064097241","display_name":"Shijun Yan","orcid":"https://orcid.org/0009-0007-4933-4238"},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shijun Yan","raw_affiliation_strings":["College of Information Engineering, Taiyuan University of Technology, Taiyuan, China","College of Information Engineering, Taiyuan University of Technology, Taiyuan, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Taiyuan University of Technology, Taiyuan, China","institution_ids":["https://openalex.org/I9086337"]},{"raw_affiliation_string":"College of Information Engineering, Taiyuan University of Technology, Taiyuan, China#TAB#","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014330629","display_name":"Jianxia Liu","orcid":"https://orcid.org/0009-0004-6880-9751"},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxia Liu","raw_affiliation_strings":["College of Information Engineering, Taiyuan University of Technology, Taiyuan, China","College of Information Engineering, Taiyuan University of Technology, Taiyuan, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Taiyuan University of Technology, Taiyuan, China","institution_ids":["https://openalex.org/I9086337"]},{"raw_affiliation_string":"College of Information Engineering, Taiyuan University of Technology, Taiyuan, China#TAB#","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023913868","display_name":"Jun Liang","orcid":"https://orcid.org/0000-0002-0551-6706"},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Liang","raw_affiliation_strings":["College of Information Engineering, Taiyuan University of Technology, Taiyuan, China","College of Information Engineering, Taiyuan University of Technology, Taiyuan, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Taiyuan University of Technology, Taiyuan, China","institution_ids":["https://openalex.org/I9086337"]},{"raw_affiliation_string":"College of Information Engineering, Taiyuan University of Technology, Taiyuan, China#TAB#","institution_ids":["https://openalex.org/I9086337"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9086337"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"611","last_page":"616"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11946","display_name":"Antenna Design and Optimization","score":0.9894999861717224,"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"}},"topics":[{"id":"https://openalex.org/T11946","display_name":"Antenna Design and Optimization","score":0.9894999861717224,"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/T10262","display_name":"Microwave Engineering and Waveguides","score":0.9768000245094299,"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/T10069","display_name":"Antenna Design and Analysis","score":0.9757999777793884,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.8236019611358643},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6965901851654053},{"id":"https://openalex.org/keywords/hfss","display_name":"HFSS","score":0.6532478928565979},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5749362707138062},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.5553285479545593},{"id":"https://openalex.org/keywords/antenna","display_name":"Antenna (radio)","score":0.5403890609741211},{"id":"https://openalex.org/keywords/hybrid-algorithm","display_name":"Hybrid algorithm (constraint satisfaction)","score":0.4572141170501709},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3867008090019226},{"id":"https://openalex.org/keywords/microstrip-antenna","display_name":"Microstrip antenna","score":0.35392460227012634},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.32246726751327515},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.320024698972702},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18340060114860535},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1530126929283142},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13258954882621765}],"concepts":[{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.8236019611358643},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6965901851654053},{"id":"https://openalex.org/C2776844852","wikidata":"https://www.wikidata.org/wiki/Q106872782","display_name":"HFSS","level":4,"score":0.6532478928565979},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5749362707138062},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.5553285479545593},{"id":"https://openalex.org/C21822782","wikidata":"https://www.wikidata.org/wiki/Q131214","display_name":"Antenna (radio)","level":2,"score":0.5403890609741211},{"id":"https://openalex.org/C62469222","wikidata":"https://www.wikidata.org/wiki/Q17092103","display_name":"Hybrid algorithm (constraint satisfaction)","level":5,"score":0.4572141170501709},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3867008090019226},{"id":"https://openalex.org/C170349913","wikidata":"https://www.wikidata.org/wiki/Q13402882","display_name":"Microstrip antenna","level":3,"score":0.35392460227012634},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.32246726751327515},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.320024698972702},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18340060114860535},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1530126929283142},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13258954882621765},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C44616089","wikidata":"https://www.wikidata.org/wiki/Q30158686","display_name":"Constraint satisfaction","level":3,"score":0.0},{"id":"https://openalex.org/C176783269","wikidata":"https://www.wikidata.org/wiki/Q5164378","display_name":"Constraint logic programming","level":4,"score":0.0},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2014.6975905","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2014.6975905","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 10th International Conference on Natural Computation (ICNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1984189981","https://openalex.org/W2008445926","https://openalex.org/W2019617795","https://openalex.org/W2019708792","https://openalex.org/W2034739888","https://openalex.org/W2046461522","https://openalex.org/W2053882594","https://openalex.org/W2081425238","https://openalex.org/W2103706789","https://openalex.org/W2107039243","https://openalex.org/W2107941094","https://openalex.org/W2121108362","https://openalex.org/W2146644369","https://openalex.org/W2163762086","https://openalex.org/W4292083457"],"related_works":["https://openalex.org/W1611875833","https://openalex.org/W1547053391","https://openalex.org/W1521781013","https://openalex.org/W1975009952","https://openalex.org/W2462483068","https://openalex.org/W1588949866","https://openalex.org/W46882622","https://openalex.org/W2778515884","https://openalex.org/W2034337349","https://openalex.org/W2743078388"],"abstract_inverted_index":{"A":[0],"hybrid":[1,15,77],"Genetic-Ant":[2],"Colony":[3,21],"Optimization":[4,22],"(GACO)":[5],"algorithm":[6,16,24,27,30,36,78],"is":[7,17,79,96],"presented":[8],"and":[9,25,40,62,115],"applied":[10,66,89],"in":[11],"antenna":[12,107,114],"design.":[13],"The":[14,29,94],"hybridization":[18],"between":[19],"Ant":[20],"(ACO)":[23],"Genetic":[26,44],"(GA).":[28],"adopts":[31],"the":[32,41,53,68,76,101],"ability":[33],"of":[34,43,55,92,103],"ACO":[35,56],"to":[37,47,57,67,87,90],"quickly":[38],"search":[39],"advantage":[42],"Algorithm":[45],"(GA)":[46],"globally":[48],"search.":[49],"Therefore":[50],"it":[51],"avoids":[52],"behavior":[54],"fall":[58],"into":[59],"local":[60],"optimum,":[61],"also":[63],"can":[64],"be":[65,88],"global":[69],"continuous":[70],"optimization":[71],"problem.":[72],"In":[73],"this":[74],"paper":[75],"combined":[80],"with":[81,98,108],"HFSS":[82],"(An":[83],"electromagnetic":[84],"simulation":[85],"software)":[86],"design":[91,102],"antenna.":[93,118],"method":[95],"illustrated":[97],"an":[99],"example:":[100],"rectangular":[104],"microstrip":[105],"patch":[106],"a":[109],"U-slot":[110],"for":[111],"dual":[112],"band":[113,117],"broad":[116]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
