{"id":"https://openalex.org/W2114337401","doi":"https://doi.org/10.1109/cec.2009.4982932","title":"An Agent-based Memetic Algorithm (AMA) for nonlinear optimization with equality constraints","display_name":"An Agent-based Memetic Algorithm (AMA) for nonlinear optimization with equality constraints","publication_year":2009,"publication_date":"2009-05-01","ids":{"openalex":"https://openalex.org/W2114337401","doi":"https://doi.org/10.1109/cec.2009.4982932","mag":"2114337401"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2009.4982932","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2009.4982932","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE Congress on Evolutionary Computation","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/A5065078688","display_name":"Abu Barkat Ullah","orcid":"https://orcid.org/0000-0001-9116-8789"},"institutions":[{"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":true,"raw_author_name":"Abu S. S. M. Barkat Ullah","raw_affiliation_strings":["University of New South Wales, Sydney, NSW, AU","School of ITEE, University of New South Wales at the Australian Defence Force Academy, Canberra ACT 2600, Australia"],"affiliations":[{"raw_affiliation_string":"University of New South Wales, Sydney, NSW, AU","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"School of ITEE, University of New South Wales at the Australian Defence Force Academy, Canberra ACT 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/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I40053085","display_name":"Australian Defence Force Academy","ror":"https://ror.org/02j5s7g39","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571","https://openalex.org/I40053085","https://openalex.org/I4394709116"]},{"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"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ruhul Sarker","raw_affiliation_strings":["School of ITEE, University of New South Wales at the Australian Defence Force Academy, Canberra, Australia","School of ITEE, University of New South Wales, Canberra, ACT, Australia","School of ITEE, University of New South Wales at the Australian Defence Force Academy, Canberra ACT 2600, Australia"],"affiliations":[{"raw_affiliation_string":"School of ITEE, University of New South Wales at the Australian Defence Force Academy, Canberra, Australia","institution_ids":["https://openalex.org/I40053085","https://openalex.org/I31746571"]},{"raw_affiliation_string":"School of ITEE, University of New South Wales, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]},{"raw_affiliation_string":"School of ITEE, University of New South Wales at the Australian Defence Force Academy, Canberra ACT 2600, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083867408","display_name":"Chris Lokan","orcid":null},"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"]},{"id":"https://openalex.org/I40053085","display_name":"Australian Defence Force Academy","ror":"https://ror.org/02j5s7g39","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571","https://openalex.org/I40053085","https://openalex.org/I4394709116"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chris Lokan","raw_affiliation_strings":["School of ITEE, University of New South Wales at the Australian Defence Force Academy, Canberra, Australia","School of ITEE, University of New South Wales, Canberra, ACT, Australia","School of ITEE, University of New South Wales at the Australian Defence Force Academy, Canberra ACT 2600, Australia"],"affiliations":[{"raw_affiliation_string":"School of ITEE, University of New South Wales at the Australian Defence Force Academy, Canberra, Australia","institution_ids":["https://openalex.org/I40053085","https://openalex.org/I31746571"]},{"raw_affiliation_string":"School of ITEE, University of New South Wales, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]},{"raw_affiliation_string":"School of ITEE, University of New South Wales at the Australian Defence Force Academy, Canberra ACT 2600, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065078688"],"corresponding_institution_ids":["https://openalex.org/I31746571"],"apc_list":null,"apc_paid":null,"fwci":2.6171,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.9084103,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"9","issue":null,"first_page":"70","last_page":"77"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9997000098228455,"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":0.9997000098228455,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9886000156402588,"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":0.98580002784729,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.8261779546737671},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.8256614208221436},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.7209916114807129},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5726473927497864},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5508371591567993},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5479131937026978},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.528210461139679},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5258467793464661},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.49093225598335266},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4906703233718872},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.43305426836013794},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3665950894355774}],"concepts":[{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.8261779546737671},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.8256614208221436},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7209916114807129},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5726473927497864},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5508371591567993},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5479131937026978},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.528210461139679},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5258467793464661},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.49093225598335266},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4906703233718872},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.43305426836013794},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3665950894355774},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2009.4982932","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2009.4982932","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE Congress on Evolutionary Computation","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":25,"referenced_works":["https://openalex.org/W225560312","https://openalex.org/W1506686116","https://openalex.org/W1523446817","https://openalex.org/W1533171194","https://openalex.org/W1567616159","https://openalex.org/W1970390770","https://openalex.org/W1988684775","https://openalex.org/W2038659300","https://openalex.org/W2038931418","https://openalex.org/W2050552449","https://openalex.org/W2079763553","https://openalex.org/W2096178388","https://openalex.org/W2104324382","https://openalex.org/W2123950200","https://openalex.org/W2143158349","https://openalex.org/W2145479420","https://openalex.org/W2151339633","https://openalex.org/W2154047522","https://openalex.org/W2161029074","https://openalex.org/W2161363194","https://openalex.org/W2164655924","https://openalex.org/W2167580870","https://openalex.org/W4285719527","https://openalex.org/W6608886761","https://openalex.org/W6647414398"],"related_works":["https://openalex.org/W1972500177","https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W2726551571","https://openalex.org/W2147204676","https://openalex.org/W1543216669","https://openalex.org/W2787833928","https://openalex.org/W2022485595"],"abstract_inverted_index":{"Over":[0],"the":[1,60,64,76,84,105],"last":[2],"two":[3],"decades":[4],"several":[5],"methods":[6],"have":[7,25],"been":[8],"proposed":[9,89,106],"for":[10,41,53,58],"handling":[11,59],"functional":[12],"constraints":[13,62],"while":[14],"solving":[15,42],"nonlinear":[16,43],"optimization":[17,44],"problems":[18,45],"using":[19],"Evolutionary":[20],"Algorithms":[21],"(EA).":[22],"However":[23],"EAs":[24],"inherent":[26],"difficulty":[27],"in":[28,63],"dealing":[29],"with":[30,46],"equality":[31,47,61,77],"constraints.":[32,48],"This":[33],"paper":[34],"presents":[35],"an":[36],"Agent-based":[37],"Memetic":[38],"Algorithm":[39],"(AMA)":[40],"A":[49],"new":[50],"learning":[51],"process":[52],"agents":[54],"is":[55,70,91],"introduced":[56],"specifically":[57],"evolutionary":[65],"process.":[66],"The":[67,88,100],"basic":[68],"concept":[69],"to":[71],"reach":[72],"a":[73,94],"point":[74],"on":[75,93,111],"constraint":[78],"from":[79],"its":[80],"current":[81],"position":[82],"by":[83],"selected":[85],"individual":[86],"agents.":[87],"algorithm":[90],"tested":[92],"set":[95],"of":[96],"standard":[97],"benchmark":[98,113],"problems.":[99,114],"preliminary":[101],"results":[102],"show":[103],"that":[104],"technique":[107],"works":[108],"very":[109],"well":[110],"those":[112]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
