{"id":"https://openalex.org/W2831338473","doi":"https://doi.org/10.1145/3205651.3205760","title":"Evolving PSO algorithm design in vector fields using geometric semantic GP","display_name":"Evolving PSO algorithm design in vector fields using geometric semantic GP","publication_year":2018,"publication_date":"2018-07-06","ids":{"openalex":"https://openalex.org/W2831338473","doi":"https://doi.org/10.1145/3205651.3205760","mag":"2831338473"},"language":"en","primary_location":{"id":"doi:10.1145/3205651.3205760","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3205651.3205760","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://www.scopus.com/inward/record.url?scp=85051486096&partnerID=8YFLogxK","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004325166","display_name":"Palina Bartashevich","orcid":"https://orcid.org/0000-0002-5908-8196"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke University Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Palina Bartashevich","raw_affiliation_strings":["Otto-von-Guericke University, Magdeburg, Germany"],"affiliations":[{"raw_affiliation_string":"Otto-von-Guericke University, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066321928","display_name":"Illya Bakurov","orcid":"https://orcid.org/0000-0002-6458-942X"},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Illya Bakurov","raw_affiliation_strings":["Universidade Nova de Lisboa, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"Universidade Nova de Lisboa, Lisbon, Portugal","institution_ids":["https://openalex.org/I83558840"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064569017","display_name":"Sanaz Mostaghim","orcid":"https://orcid.org/0000-0002-9917-5227"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke University Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sanaz Mostaghim","raw_affiliation_strings":["Otto-von-Guericke University, Magdeburg, Germany"],"affiliations":[{"raw_affiliation_string":"Otto-von-Guericke University, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056916227","display_name":"Leonardo Vanneschi","orcid":"https://orcid.org/0000-0003-4732-3328"},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Leonardo Vanneschi","raw_affiliation_strings":["Universidade Nova de Lisboa, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"Universidade Nova de Lisboa, Lisbon, Portugal","institution_ids":["https://openalex.org/I83558840"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5004325166"],"corresponding_institution_ids":["https://openalex.org/I95793202"],"apc_list":null,"apc_paid":null,"fwci":0.3916,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.7070528,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"262","last_page":"263"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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":0.9991999864578247,"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/T11764","display_name":"Evolution and Genetic Dynamics","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6255609393119812},{"id":"https://openalex.org/keywords/algorithm-design","display_name":"Algorithm design","score":0.5013523101806641},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5011913776397705},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3546628952026367}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6255609393119812},{"id":"https://openalex.org/C106516650","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm design","level":2,"score":0.5013523101806641},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5011913776397705},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3546628952026367}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3205651.3205760","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3205651.3205760","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},{"id":"pmh:oai:run.unl.pt:10362/46402","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85051486096&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4210182101","display_name":"Revista de Estudos Anglo-Portugueses/Journal of Anglo-Portuguese Studies","issn_l":"0871-682X","issn":["0871-682X","2184-0687"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference object"}],"best_oa_location":{"id":"pmh:oai:run.unl.pt:10362/46402","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85051486096&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4210182101","display_name":"Revista de Estudos Anglo-Portugueses/Journal of Anglo-Portuguese Studies","issn_l":"0871-682X","issn":["0871-682X","2184-0687"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference object"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2115056864","https://openalex.org/W2516977959","https://openalex.org/W2724513197","https://openalex.org/W2732934648"],"related_works":["https://openalex.org/W3107474891","https://openalex.org/W303980170","https://openalex.org/W2351491280","https://openalex.org/W2386767533","https://openalex.org/W2371447506","https://openalex.org/W2333698505","https://openalex.org/W2393888177","https://openalex.org/W2117183908","https://openalex.org/W2805046202","https://openalex.org/W2544423928"],"abstract_inverted_index":{"This":[0],"paper":[1],"investigates":[2],"the":[3,38,54],"possibility":[4],"of":[5,49,66],"evolving":[6],"new":[7,77],"particle":[8],"swarm":[9],"equations":[10],"representing":[11],"a":[12,33,64],"collective":[13],"search":[14,78],"mechanism,":[15],"acting":[16],"in":[17],"environments":[18],"with":[19,80],"unknown":[20],"external":[21],"dynamics,":[22],"using":[23,53,63],"Geometric":[24],"Semantic":[25],"Genetic":[26],"Programming":[27],"(GSGP).":[28],"The":[29],"proposed":[30],"method":[31],"uses":[32],"novel":[34],"initialization":[35],"technique":[36],"-":[37],"Evolutionary":[39],"Demes":[40],"Despeciation":[41],"Algorithm":[42],"(EDDA)-":[43],"which":[44],"allows":[45,73],"to":[46,75],"generate":[47],"solutions":[48],"smaller":[50],"size":[51],"than":[52],"traditional":[55],"ramped":[56],"half-and-half":[57],"algorithm.":[58],"We":[59],"show":[60],"that":[61],"EDDA,":[62],"mixture":[65],"both":[67],"GP":[68],"and":[69],"GSGP":[70],"mutation":[71],"operators,":[72],"us":[74],"evolve":[76],"mechanisms":[79],"good":[81],"generalization":[82],"ability.":[83]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}