{"id":"https://openalex.org/W2082687313","doi":"https://doi.org/10.1109/cec.2012.6256110","title":"Memetic multi-topology particle swarm optimizer for constrained optimization","display_name":"Memetic multi-topology particle swarm optimizer for constrained optimization","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2082687313","doi":"https://doi.org/10.1109/cec.2012.6256110","mag":"2082687313"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2012.6256110","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2012.6256110","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Congress on Evolutionary Computation","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/A5063874940","display_name":"Saber Elsayed","orcid":"https://orcid.org/0000-0003-0836-6122"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Saber M. Elsayed","raw_affiliation_strings":["School of Engineering and Information Technology, University of New South Wales, Canberra, Australia","School of Engineering and Information Technology, University of New South Wales, ADFA Campus, Canberra 2600, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales, Canberra, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]},{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales, ADFA Campus, Canberra 2600, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027440671","display_name":"Ruhul Sarker","orcid":"https://orcid.org/0000-0002-1363-2774"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ruhul A. Sarker","raw_affiliation_strings":["School of Engineering and Information Technology, University of New South Wales, Canberra, Australia","School of Engineering and Information Technology, University of New South Wales, ADFA Campus, Canberra 2600, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales, Canberra, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]},{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales, ADFA Campus, Canberra 2600, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003507463","display_name":"Daryl Essam","orcid":"https://orcid.org/0000-0002-6923-7079"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Daryl L. Essam","raw_affiliation_strings":["School of Engineering and Information Technology, University of New South Wales, Canberra, Australia","School of Engineering and Information Technology, University of New South Wales, ADFA Campus, Canberra 2600, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales, Canberra, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]},{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales, ADFA Campus, Canberra 2600, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3008,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.80564898,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"3612","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9811999797821045,"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/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.726883053779602},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7126061320304871},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.707990825176239},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6445212364196777},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.6395694017410278},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.6317855715751648},{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.5772058367729187},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5619309544563293},{"id":"https://openalex.org/keywords/topology-optimization","display_name":"Topology optimization","score":0.5464441180229187},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.4849252998828888},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4814995527267456},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.4369366765022278},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34136226773262024},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3155505657196045},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10730984807014465},{"id":"https://openalex.org/keywords/finite-element-method","display_name":"Finite element method","score":0.0629124641418457}],"concepts":[{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.726883053779602},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7126061320304871},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.707990825176239},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6445212364196777},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6395694017410278},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.6317855715751648},{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.5772058367729187},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5619309544563293},{"id":"https://openalex.org/C189216461","wikidata":"https://www.wikidata.org/wiki/Q2443456","display_name":"Topology optimization","level":3,"score":0.5464441180229187},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.4849252998828888},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4814995527267456},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.4369366765022278},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34136226773262024},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3155505657196045},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10730984807014465},{"id":"https://openalex.org/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.0629124641418457},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2012.6256110","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2012.6256110","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W148552177","https://openalex.org/W1683021915","https://openalex.org/W2028031385","https://openalex.org/W2034988449","https://openalex.org/W2041760348","https://openalex.org/W2045476276","https://openalex.org/W2096524645","https://openalex.org/W2111761631","https://openalex.org/W2113123876","https://openalex.org/W2116314764","https://openalex.org/W2117640392","https://openalex.org/W2118004793","https://openalex.org/W2122387936","https://openalex.org/W2125105230","https://openalex.org/W2137340504","https://openalex.org/W2145479420","https://openalex.org/W2151554678","https://openalex.org/W2152195021","https://openalex.org/W2157381448","https://openalex.org/W2168747298","https://openalex.org/W2169245194","https://openalex.org/W3023540311","https://openalex.org/W4241025692","https://openalex.org/W6605980648"],"related_works":["https://openalex.org/W2163647484","https://openalex.org/W47248985","https://openalex.org/W2000270779","https://openalex.org/W2129486222","https://openalex.org/W3144175025","https://openalex.org/W1778024729","https://openalex.org/W2042716007","https://openalex.org/W2043816158","https://openalex.org/W1587473980","https://openalex.org/W1980841486"],"abstract_inverted_index":{"During":[0],"the":[1,51,61,64,70,77,81],"last":[2],"two":[3,54],"decades,":[4],"a":[5,23,35,84,93],"considerable":[6],"number":[7],"of":[8,25,53,80],"particle":[9,38,56],"swarm":[10,39,57],"variants":[11],"have":[12],"been":[13],"introduced.":[14],"However,":[15],"no":[16],"single":[17],"variant":[18],"consistently":[19],"performed":[20],"well":[21,101],"over":[22],"range":[24],"test":[26,110],"problems":[27],"with":[28],"different":[29,55],"mathematical":[30],"properties.":[31],"In":[32],"this":[33],"paper,":[34],"memetic":[36],"multi-topology":[37],"optimizer":[40],"(MMTPSO)":[41],"is":[42,66,88],"introduced":[43],"for":[44],"solving":[45,107],"constrained":[46],"optimization":[47],"problems.":[48,111],"MMTPSO":[49,91],"utilizes":[50],"strengths":[52],"topologies":[58],"and":[59],"during":[60],"evolution":[62],"process":[63],"algorithm":[65,87],"designed":[67],"to":[68,75,96],"emphasize":[69],"best":[71],"performing":[72],"topology.":[73],"Moreover,":[74],"increase":[76],"convergence":[78],"pattern":[79],"proposed":[82],"algorithm,":[83],"local":[85],"search":[86],"periodically":[89],"used.":[90],"shows":[92],"superior":[94],"performance":[95],"its":[97],"independent":[98],"variants,":[99],"as":[100,102],"other":[103],"state-of-the-art":[104],"algorithms,":[105],"by":[106],"13":[108],"well-known":[109]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
