{"id":"https://openalex.org/W4396920847","doi":"https://doi.org/10.31857/s0005117924030037","title":"Genetic Engineering Algorithm (GEA): An Efficient Metaheuristic Algorithm for Solving Combinatorial Optimization Problems","display_name":"Genetic Engineering Algorithm (GEA): An Efficient Metaheuristic Algorithm for Solving Combinatorial Optimization Problems","publication_year":2024,"publication_date":"2024-03-01","ids":{"openalex":"https://openalex.org/W4396920847","doi":"https://doi.org/10.31857/s0005117924030037"},"language":"en","primary_location":{"id":"doi:10.31857/s0005117924030037","is_oa":true,"landing_page_url":"https://doi.org/10.31857/s0005117924030037","pdf_url":"http://dx.doi.org/10.31857/s0005117924030037","source":{"id":"https://openalex.org/S134188425","display_name":"Automation and Remote Control","issn_l":"0005-1179","issn":["0005-1179","1608-3032"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automation and Remote Control","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://dx.doi.org/10.31857/s0005117924030037","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101249923","display_name":"Majid Sohrabi","orcid":"https://orcid.org/0000-0003-3695-604X"},"institutions":[{"id":"https://openalex.org/I118501908","display_name":"National Research University Higher School of Economics","ror":"https://ror.org/055f7t516","country_code":"RU","type":"education","lineage":["https://openalex.org/I118501908"]},{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]}],"countries":["CA","RU"],"is_corresponding":false,"raw_author_name":"Majid Sohrabi","raw_affiliation_strings":["National Research University Higher School of Economics , Moscow , Russia","Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al , Montr\u00e9al , Canada","National Research University Higher School of Economics, Moscow, Russia","Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al, Montr\u00e9al, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research University Higher School of Economics , Moscow , Russia","institution_ids":["https://openalex.org/I118501908"]},{"raw_affiliation_string":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al , Montr\u00e9al , Canada","institution_ids":["https://openalex.org/I159129438"]},{"raw_affiliation_string":"National Research University Higher School of Economics, Moscow, Russia","institution_ids":["https://openalex.org/I118501908"]},{"raw_affiliation_string":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al, Montr\u00e9al, Canada","institution_ids":["https://openalex.org/I159129438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003355747","display_name":"Amir M. Fathollahi\u2010Fard","orcid":"https://orcid.org/0000-0002-5939-9795"},"institutions":[{"id":"https://openalex.org/I118501908","display_name":"National Research University Higher School of Economics","ror":"https://ror.org/055f7t516","country_code":"RU","type":"education","lineage":["https://openalex.org/I118501908"]},{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]}],"countries":["CA","RU"],"is_corresponding":false,"raw_author_name":"Amir M. Fathollahi-Fard","raw_affiliation_strings":["National Research University Higher School of Economics , Moscow , Russia","Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al , Montr\u00e9al , Canada","National Research University Higher School of Economics, Moscow, Russia","Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al, Montr\u00e9al, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research University Higher School of Economics , Moscow , Russia","institution_ids":["https://openalex.org/I118501908"]},{"raw_affiliation_string":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al , Montr\u00e9al , Canada","institution_ids":["https://openalex.org/I159129438"]},{"raw_affiliation_string":"National Research University Higher School of Economics, Moscow, Russia","institution_ids":["https://openalex.org/I118501908"]},{"raw_affiliation_string":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al, Montr\u00e9al, Canada","institution_ids":["https://openalex.org/I159129438"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Universit\u00b4e du Qu\u00b4ebec `a Montr\u00b4eal, Montr\u00b4eal, Canada","orcid":null},"institutions":[{"id":"https://openalex.org/I118501908","display_name":"National Research University Higher School of Economics","ror":"https://ror.org/055f7t516","country_code":"RU","type":"education","lineage":["https://openalex.org/I118501908"]},{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]}],"countries":["CA","RU"],"is_corresponding":false,"raw_author_name":"Universit\u00b4e du Qu\u00b4ebec `a Montr\u00b4eal, Montr\u00b4eal, Canada","raw_affiliation_strings":["National Research University Higher School of Economics, Moscow, Russia","Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al, Montr\u00e9al, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research University Higher School of Economics, Moscow, Russia","institution_ids":["https://openalex.org/I118501908"]},{"raw_affiliation_string":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al, Montr\u00e9al, Canada","institution_ids":["https://openalex.org/I159129438"]}]},{"author_position":"last","author":{"id":null,"display_name":"V. A. Gromov","orcid":null},"institutions":[{"id":"https://openalex.org/I118501908","display_name":"National Research University Higher School of Economics","ror":"https://ror.org/055f7t516","country_code":"RU","type":"education","lineage":["https://openalex.org/I118501908"]},{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]}],"countries":["CA","RU"],"is_corresponding":false,"raw_author_name":"V. A. Gromov","raw_affiliation_strings":["National Research University Higher School of Economics , Moscow , Russia","Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al , Montr\u00e9al , Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research University Higher School of Economics , Moscow , Russia","institution_ids":["https://openalex.org/I118501908"]},{"raw_affiliation_string":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al , Montr\u00e9al , Canada","institution_ids":["https://openalex.org/I159129438"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4499,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.6866042,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"85","issue":"3","first_page":null,"last_page":null},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9987999796867371,"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":0.9979000091552734,"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/crossover","display_name":"Crossover","score":0.7718737125396729},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.6593562960624695},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6532288789749146},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5799641013145447},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5514909029006958},{"id":"https://openalex.org/keywords/combinatorial-optimization","display_name":"Combinatorial optimization","score":0.5486966371536255},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5236242413520813},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5126087069511414},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5090364813804626},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5068526864051819},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.4833052158355713},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.47455722093582153},{"id":"https://openalex.org/keywords/quality-control-and-genetic-algorithms","display_name":"Quality control and genetic algorithms","score":0.43757495284080505},{"id":"https://openalex.org/keywords/premature-convergence","display_name":"Premature convergence","score":0.42944127321243286},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.4224064350128174},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2959100008010864},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1530340015888214}],"concepts":[{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.7718737125396729},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6593562960624695},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6532288789749146},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5799641013145447},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5514909029006958},{"id":"https://openalex.org/C52692508","wikidata":"https://www.wikidata.org/wiki/Q1333872","display_name":"Combinatorial optimization","level":2,"score":0.5486966371536255},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5236242413520813},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5126087069511414},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5090364813804626},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5068526864051819},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.4833052158355713},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.47455722093582153},{"id":"https://openalex.org/C161164918","wikidata":"https://www.wikidata.org/wiki/Q7268775","display_name":"Quality control and genetic algorithms","level":4,"score":0.43757495284080505},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.42944127321243286},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.4224064350128174},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2959100008010864},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1530340015888214},{"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.31857/s0005117924030037","is_oa":true,"landing_page_url":"https://doi.org/10.31857/s0005117924030037","pdf_url":"http://dx.doi.org/10.31857/s0005117924030037","source":{"id":"https://openalex.org/S134188425","display_name":"Automation and Remote Control","issn_l":"0005-1179","issn":["0005-1179","1608-3032"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automation and Remote Control","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.31857/s0005117924030037","is_oa":true,"landing_page_url":"https://doi.org/10.31857/s0005117924030037","pdf_url":"http://dx.doi.org/10.31857/s0005117924030037","source":{"id":"https://openalex.org/S134188425","display_name":"Automation and Remote Control","issn_l":"0005-1179","issn":["0005-1179","1608-3032"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automation and Remote Control","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396920847.pdf","grobid_xml":"https://content.openalex.org/works/W4396920847.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1972277434","https://openalex.org/W1984216891","https://openalex.org/W1991797953","https://openalex.org/W2000135657","https://openalex.org/W2015776612","https://openalex.org/W2084324567","https://openalex.org/W2130372754","https://openalex.org/W2151554678","https://openalex.org/W2152958427","https://openalex.org/W2232317135","https://openalex.org/W2290883490","https://openalex.org/W2765725292","https://openalex.org/W2791899797","https://openalex.org/W2802800902","https://openalex.org/W2919979744","https://openalex.org/W2922438985","https://openalex.org/W2923877036","https://openalex.org/W2969491499","https://openalex.org/W2969783143","https://openalex.org/W2974208670","https://openalex.org/W2990041205","https://openalex.org/W2991337620","https://openalex.org/W2996796639","https://openalex.org/W2998553334","https://openalex.org/W3011016572","https://openalex.org/W3030560289","https://openalex.org/W3039133387","https://openalex.org/W3094704314","https://openalex.org/W3121606938","https://openalex.org/W3131207985","https://openalex.org/W3135044872","https://openalex.org/W3139484821","https://openalex.org/W3177233526","https://openalex.org/W3201866429","https://openalex.org/W3202850745","https://openalex.org/W4237698051","https://openalex.org/W4281687867","https://openalex.org/W4310004251","https://openalex.org/W4380716478","https://openalex.org/W4381549275"],"related_works":["https://openalex.org/W2778515884","https://openalex.org/W3205136130","https://openalex.org/W1575663621","https://openalex.org/W4308415747","https://openalex.org/W2795361474","https://openalex.org/W2053228469","https://openalex.org/W2161494499","https://openalex.org/W1604727913","https://openalex.org/W2386479445","https://openalex.org/W2357058399"],"abstract_inverted_index":{"Genetic":[0,80],"Algorithms":[1],"(GAs)":[2],"are":[3],"known":[4],"for":[5,154],"their":[6,15],"efficiency":[7],"in":[8,62],"solving":[9],"combinatorial":[10,35,155],"optimization":[11,156],"problems,":[12],"thanks":[13],"to":[14,17,31,101,114],"ability":[16],"explore":[18],"diverse":[19],"solution":[20,153],"spaces,":[21],"handle":[22,34],"various":[23],"representations,":[24],"exploit":[25],"parallelism,":[26],"preserve":[27],"good":[28],"solutions,":[29],"adapt":[30],"changing":[32],"dynamics,":[33],"diversity,":[36],"and":[37,51,55,105,120,151],"provide":[38],"heuristic":[39],"search.":[40],"However,":[41],"limitations":[42],"such":[43],"as":[44,148],"premature":[45],"convergence,":[46],"lack":[47],"of":[48,53,117,123,143],"problem-specific":[49],"knowledge,":[50],"randomness":[52],"crossover":[54],"mutation":[56],"operators":[57],"make":[58],"GAs":[59],"generally":[60],"inefficient":[61],"finding":[63],"an":[64,149],"optimal":[65],"solution.":[66],"To":[67],"address":[68],"these":[69],"limitations,":[70],"this":[71],"paper":[72],"proposes":[73],"a":[74],"new":[75,98,107],"metaheuristic":[76],"algorithm":[77],"called":[78],"the":[79,93,115,121,128,140],"Engineering":[81],"Algorithm":[82],"(GEA)":[83],"that":[84],"draws":[85],"inspiration":[86],"from":[87],"genetic":[88],"engineering":[89],"concepts.":[90],"GEA":[91],"redesigns":[92],"traditional":[94],"GA":[95],"while":[96],"incorporating":[97],"search":[99],"methods":[100],"isolate,":[102],"purify,":[103],"insert,":[104],"express":[106],"genes":[108],"based":[109,126],"on":[110,127,136],"existing":[111],"ones,":[112],"leading":[113],"emergence":[116],"desired":[118],"traits":[119],"production":[122],"specific":[124],"chromosomes":[125],"selected":[129],"genes.":[130],"Comparative":[131],"evaluations":[132],"against":[133],"stateof-the-art":[134],"algorithms":[135],"benchmark":[137],"instances":[138],"demonstrate":[139],"superior":[141],"performance":[142],"GEA,":[144],"showcasing":[145],"its":[146],"potential":[147],"innovative":[150],"efficient":[152],"problems.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-19T15:00:24.278416","created_date":"2024-05-16T00:00:00"}
