{"id":"https://openalex.org/W2151340910","doi":"https://doi.org/10.1109/cec.2011.5949731","title":"GA with a new multi-parent crossover for solving IEEE-CEC2011 competition problems","display_name":"GA with a new multi-parent crossover for solving IEEE-CEC2011 competition problems","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2151340910","doi":"https://doi.org/10.1109/cec.2011.5949731","mag":"2151340910"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2011.5949731","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2011.5949731","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Congress of Evolutionary Computation (CEC)","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/A5063874940","display_name":"Saber Elsayed","orcid":"https://orcid.org/0000-0003-0836-6122"},"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"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Saber M. Elsayed","raw_affiliation_strings":["School of Engineering and Information Technology,Australian Defence Force Academy, University of New South Wales, Canberra, Australia"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology,Australian Defence Force Academy, University of New South Wales, Canberra, Australia","institution_ids":["https://openalex.org/I40053085","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/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/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,Australian Defence Force Academy, University of New South Wales, Canberra, Australia"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology,Australian Defence Force Academy, University of New South Wales, Canberra, Australia","institution_ids":["https://openalex.org/I40053085","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/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/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,Australian Defence Force Academy, University of New South Wales, Canberra, Australia"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology,Australian Defence Force Academy, University of New South Wales, Canberra, Australia","institution_ids":["https://openalex.org/I40053085","https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063874940"],"corresponding_institution_ids":["https://openalex.org/I31746571","https://openalex.org/I40053085"],"apc_list":null,"apc_paid":null,"fwci":11.1172,"has_fulltext":false,"cited_by_count":127,"citation_normalized_percentile":{"value":0.9843155,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1034","last_page":"1040"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":1.0,"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":1.0,"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":0.9994000196456909,"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":0.9993000030517578,"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/crossover","display_name":"Crossover","score":0.9059479236602783},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6161408424377441},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6149652004241943},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5827233791351318},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5791516900062561},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.543779730796814},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5399652719497681},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.533429741859436},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5243963599205017},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5144403576850891},{"id":"https://openalex.org/keywords/competition","display_name":"Competition (biology)","score":0.5000467300415039},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.4767085909843445},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.4766829013824463},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4270963668823242},{"id":"https://openalex.org/keywords/genetic-operator","display_name":"Genetic operator","score":0.424085408449173},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2742547392845154},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23505526781082153},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2108197808265686},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09257957339286804}],"concepts":[{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.9059479236602783},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6161408424377441},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6149652004241943},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5827233791351318},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5791516900062561},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.543779730796814},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5399652719497681},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.533429741859436},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5243963599205017},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5144403576850891},{"id":"https://openalex.org/C91306197","wikidata":"https://www.wikidata.org/wiki/Q45767","display_name":"Competition (biology)","level":2,"score":0.5000467300415039},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.4767085909843445},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.4766829013824463},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4270963668823242},{"id":"https://openalex.org/C9899798","wikidata":"https://www.wikidata.org/wiki/Q629399","display_name":"Genetic operator","level":4,"score":0.424085408449173},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2742547392845154},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23505526781082153},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2108197808265686},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09257957339286804},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2011.5949731","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2011.5949731","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Congress of Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W46478508","https://openalex.org/W47058917","https://openalex.org/W1514875444","https://openalex.org/W1639032689","https://openalex.org/W1708394971","https://openalex.org/W1988383957","https://openalex.org/W1998674867","https://openalex.org/W2051848379","https://openalex.org/W2072782187","https://openalex.org/W2106980278","https://openalex.org/W2152195021","https://openalex.org/W2152551290","https://openalex.org/W2273662356","https://openalex.org/W2303023739","https://openalex.org/W2577770140","https://openalex.org/W3023540311","https://openalex.org/W3137715965","https://openalex.org/W3149025087","https://openalex.org/W4256451422","https://openalex.org/W6601885039","https://openalex.org/W6630983572","https://openalex.org/W6636850861","https://openalex.org/W6731938624","https://openalex.org/W6793582828"],"related_works":["https://openalex.org/W1985939653","https://openalex.org/W1606499289","https://openalex.org/W2741252017","https://openalex.org/W2911578165","https://openalex.org/W2626282817","https://openalex.org/W17496436","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2358880012","https://openalex.org/W2336142069"],"abstract_inverted_index":{"Over":[0],"the":[1,17,20,81,89],"last":[2],"two":[3],"decades,":[4],"many":[5],"Genetic":[6],"Algorithms":[7],"have":[8],"been":[9,77],"introduced":[10],"for":[11,49,88],"solving":[12,50],"optimization":[13,24,54],"problems.":[14,36,55],"Due":[15],"to":[16,79],"variability":[18],"of":[19,27,35,53,71,83],"characteristics":[21],"in":[22],"different":[23],"problems,":[25],"none":[26],"these":[28],"algorithms":[29],"performs":[30],"consistently":[31],"over":[32],"a":[33,42,45,51,62],"range":[34],"In":[37],"this":[38],"paper,":[39],"we":[40],"introduce":[41],"GA":[43],"with":[44],"new":[46],"multi-parent":[47],"crossover":[48],"variety":[52],"The":[56,74],"proposed":[57,87],"algorithm":[58,75,92],"also":[59],"uses":[60],"both":[61],"randomized":[63],"operator":[64],"as":[65],"mutation":[66],"and":[67],"maintains":[68],"an":[69],"archive":[70],"good":[72],"solutions.":[73],"has":[76],"applied":[78],"solve":[80],"set":[82],"real":[84],"world":[85],"problems":[86],"IEEE-CEC2011":[90],"evolutionary":[91],"competition.":[93]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":16},{"year":2016,"cited_by_count":13},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":13},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":3}],"updated_date":"2026-02-27T16:54:17.756197","created_date":"2025-10-10T00:00:00"}