{"id":"https://openalex.org/W2120409738","doi":"https://doi.org/10.1109/tii.2011.2158842","title":"A Theoretical Development and Analysis of Jumping Gene Genetic Algorithm","display_name":"A Theoretical Development and Analysis of Jumping Gene Genetic Algorithm","publication_year":2011,"publication_date":"2011-07-07","ids":{"openalex":"https://openalex.org/W2120409738","doi":"https://doi.org/10.1109/tii.2011.2158842","mag":"2120409738"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2011.2158842","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2011.2158842","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-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":null,"display_name":"Kit Sang Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Kit Sang Tang","raw_affiliation_strings":["Department of Electronic Engineering, City University of Hong Kong, Hong Kong, China","Dept. of Electron. Eng., City Univ. of Hong Kong, Hong Kong, , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Dept. of Electron. Eng., City Univ. of Hong Kong, Hong Kong, , China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109223877","display_name":"Richard J. Yin","orcid":null},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Richard J. Yin","raw_affiliation_strings":["Department of Electronic Engineering, City University of Hong Kong, Hong Kong, China","Dept. of Electron. Eng., City Univ. of Hong Kong, Hong Kong, , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Dept. of Electron. Eng., City Univ. of Hong Kong, Hong Kong, , China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008386708","display_name":"Sam Kwong","orcid":"https://orcid.org/0000-0001-7484-7261"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Sam Kwong","raw_affiliation_strings":["Department of Computer Sciences, City University of Hong Kong, Hong Kong, China","Department of Computer Science,City University of Hong Kong, Hong Kong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Department of Computer Science,City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041619674","display_name":"K.T. Ng","orcid":"https://orcid.org/0000-0003-1345-7491"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Kai Tat Ng","raw_affiliation_strings":["Department of Electronic Engineering, City University of Hong Kong, Hong Kong, China","Dept. of Electron. Eng., City Univ. of Hong Kong, Hong Kong, , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Dept. of Electron. Eng., City Univ. of Hong Kong, Hong Kong, , China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064472777","display_name":"K.F. Man","orcid":"https://orcid.org/0000-0002-9480-8398"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Kim F. Man","raw_affiliation_strings":["Department of Electronic Engineering, City University of Hong Kong, Hong Kong, China","Dept. of Electron. Eng., City Univ. of Hong Kong, Hong Kong, , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Dept. of Electron. Eng., City Univ. of Hong Kong, Hong Kong, , China","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.5659,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.95155975,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"7","issue":"3","first_page":"408","last_page":"418"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998999834060669,"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":0.9997000098228455,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9995999932289124,"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/schema","display_name":"Schema (genetic algorithms)","score":0.5724571943283081},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.569699764251709},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5409234166145325},{"id":"https://openalex.org/keywords/transposition","display_name":"Transposition (logic)","score":0.5353460907936096},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.52883380651474},{"id":"https://openalex.org/keywords/jumping","display_name":"Jumping","score":0.5028945803642273},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.44871950149536133},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4263666272163391},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.4161189794540405},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.290960431098938},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.279913067817688},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.25810736417770386},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09020468592643738}],"concepts":[{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.5724571943283081},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.569699764251709},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5409234166145325},{"id":"https://openalex.org/C12455157","wikidata":"https://www.wikidata.org/wiki/Q7835331","display_name":"Transposition (logic)","level":2,"score":0.5353460907936096},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.52883380651474},{"id":"https://openalex.org/C2779897013","wikidata":"https://www.wikidata.org/wiki/Q1151752","display_name":"Jumping","level":2,"score":0.5028945803642273},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.44871950149536133},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4263666272163391},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.4161189794540405},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.290960431098938},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.279913067817688},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25810736417770386},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09020468592643738},{"id":"https://openalex.org/C42407357","wikidata":"https://www.wikidata.org/wiki/Q521","display_name":"Physiology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2011.2158842","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2011.2158842","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1480936263","https://openalex.org/W1497256448","https://openalex.org/W1561626171","https://openalex.org/W1595498733","https://openalex.org/W1600188168","https://openalex.org/W1676422771","https://openalex.org/W2094245087","https://openalex.org/W2101443742","https://openalex.org/W2126105956","https://openalex.org/W2137337501","https://openalex.org/W2137565093","https://openalex.org/W2143069503","https://openalex.org/W2149142563","https://openalex.org/W2149545618","https://openalex.org/W2160256172","https://openalex.org/W2165080969","https://openalex.org/W2165287555","https://openalex.org/W2263076435","https://openalex.org/W2282929678","https://openalex.org/W2299758017","https://openalex.org/W2551834530","https://openalex.org/W2798875205","https://openalex.org/W4229594554","https://openalex.org/W4285719527","https://openalex.org/W6684499110","https://openalex.org/W6692747974"],"related_works":["https://openalex.org/W648845647","https://openalex.org/W2381882558","https://openalex.org/W4388849567","https://openalex.org/W2486266915","https://openalex.org/W964501512","https://openalex.org/W2102267190","https://openalex.org/W1995093229","https://openalex.org/W2363955986","https://openalex.org/W2318030984","https://openalex.org/W2436652189"],"abstract_inverted_index":{"Recently,":[0],"gene":[1,28],"transpositions":[2],"have":[3],"gained":[4],"their":[5],"power":[6],"and":[7,25,33,106],"attentions":[8],"in":[9,60,83],"computational":[10],"evolutionary":[11],"algorithm":[12],"designs.":[13],"In":[14,62],"2004,":[15],"the":[16,38],"Jumping":[17],"Gene":[18],"Genetic":[19],"Algorithm":[20],"(JGGA)":[21],"was":[22],"first":[23],"proposed":[24],"two":[26],"new":[27],"transposition":[29],"operations,":[30],"namely,":[31],"cut-and-paste":[32],"copy-and-paste,":[34],"were":[35],"introduced.":[36],"Although":[37],"outperformance":[39],"of":[40],"JGGA":[41,80],"has":[42],"been":[43],"demonstrated":[44],"by":[45,101],"some":[46,103],"detailed":[47],"statistical":[48],"analyses":[49],"based":[50,68],"on":[51,69,78],"numerical":[52],"simulations,":[53],"more":[54],"rigorous":[55],"theoretical":[56,76],"justification":[57],"is":[58,71,81,88],"still":[59],"vain.":[61],"this":[63],"paper,":[64],"a":[65],"mathematical":[66],"model":[67],"schema":[70],"derived.":[72],"It":[73],"then":[74],"provides":[75],"justifications":[77],"why":[79],"superiority":[82],"searching,":[84],"particularly":[85],"when":[86],"it":[87],"applied":[89],"to":[90],"solve":[91],"multiobjective":[92],"optimization":[93,104,112],"problems.":[94],"The":[95],"studies":[96],"are":[97,108],"also":[98],"further":[99],"verified":[100],"solving":[102],"problems":[105],"comparisons":[107],"made":[109],"between":[110],"different":[111],"algorithms.":[113]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
