{"id":"https://openalex.org/W2912416374","doi":"https://doi.org/10.1007/978-981-13-6661-1_5","title":"LCS Based Diversity Maintenance in Adaptive Genetic Algorithms","display_name":"LCS Based Diversity Maintenance in Adaptive Genetic Algorithms","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2912416374","doi":"https://doi.org/10.1007/978-981-13-6661-1_5","mag":"2912416374"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-13-6661-1_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-13-6661-1_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://hdl.handle.net/10072/392633","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053065062","display_name":"Ryoma Ohira","orcid":"https://orcid.org/0000-0003-1607-6205"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Ryoma Ohira","raw_affiliation_strings":["School of Information and Communication Technology, Griffith University, Southport, QLD, 4215, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Technology, Griffith University, Southport, QLD, 4215, Australia","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100420838","display_name":"Md. Saiful Islam","orcid":"https://orcid.org/0000-0001-7181-5328"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Md. Saiful Islam","raw_affiliation_strings":["School of Information and Communication Technology, Griffith University, Southport, QLD, 4215, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Technology, Griffith University, Southport, QLD, 4215, Australia","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048681988","display_name":"Jun Jo","orcid":"https://orcid.org/0000-0002-3099-2712"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jun Jo","raw_affiliation_strings":["School of Information and Communication Technology, Griffith University, Southport, QLD, 4215, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Technology, Griffith University, Southport, QLD, 4215, Australia","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043963873","display_name":"Bela Stanti\u0107","orcid":"https://orcid.org/0000-0003-0475-7951"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Bela Stantic","raw_affiliation_strings":["School of Information and Communication Technology, Griffith University, Southport, QLD, 4215, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Technology, Griffith University, Southport, QLD, 4215, Australia","institution_ids":["https://openalex.org/I11701301"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5053065062"],"corresponding_institution_ids":["https://openalex.org/I11701301"],"apc_list":null,"apc_paid":null,"fwci":1.1217,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.79348317,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"56","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9891999959945679,"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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/travelling-salesman-problem","display_name":"Travelling salesman problem","score":0.8036211729049683},{"id":"https://openalex.org/keywords/premature-convergence","display_name":"Premature convergence","score":0.7556005716323853},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.7005860209465027},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5802212953567505},{"id":"https://openalex.org/keywords/longest-common-subsequence-problem","display_name":"Longest common subsequence problem","score":0.5379605293273926},{"id":"https://openalex.org/keywords/genetic-diversity","display_name":"Genetic diversity","score":0.5309253334999084},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5134530663490295},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5085815191268921},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45737317204475403},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.40959182381629944},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3785095810890198},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24636775255203247},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2438143491744995},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2385595440864563},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23105698823928833},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.06325837969779968}],"concepts":[{"id":"https://openalex.org/C175859090","wikidata":"https://www.wikidata.org/wiki/Q322212","display_name":"Travelling salesman problem","level":2,"score":0.8036211729049683},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.7556005716323853},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.7005860209465027},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5802212953567505},{"id":"https://openalex.org/C120098539","wikidata":"https://www.wikidata.org/wiki/Q141001","display_name":"Longest common subsequence problem","level":2,"score":0.5379605293273926},{"id":"https://openalex.org/C81977670","wikidata":"https://www.wikidata.org/wiki/Q585259","display_name":"Genetic diversity","level":3,"score":0.5309253334999084},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5134530663490295},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5085815191268921},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45737317204475403},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.40959182381629944},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3785095810890198},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24636775255203247},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2438143491744995},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2385595440864563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23105698823928833},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.06325837969779968},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-981-13-6661-1_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-13-6661-1_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:research-repository.griffith.edu.au:10072/392633","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/392633","pdf_url":"http://hdl.handle.net/10072/392633","source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference output"}],"best_oa_location":{"id":"pmh:oai:research-repository.griffith.edu.au:10072/392633","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/392633","pdf_url":"http://hdl.handle.net/10072/392633","source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference output"},"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2912416374.pdf","grobid_xml":"https://content.openalex.org/works/W2912416374.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1507039213","https://openalex.org/W1508006319","https://openalex.org/W1568834902","https://openalex.org/W1608919060","https://openalex.org/W1827583343","https://openalex.org/W1967963645","https://openalex.org/W1988504698","https://openalex.org/W2035874923","https://openalex.org/W2104456211","https://openalex.org/W2132530542","https://openalex.org/W2146879413","https://openalex.org/W2159160413","https://openalex.org/W2561954326","https://openalex.org/W2729803943","https://openalex.org/W2752573522","https://openalex.org/W2963096379","https://openalex.org/W3102723906","https://openalex.org/W3145128584"],"related_works":["https://openalex.org/W2353545200","https://openalex.org/W2889968849","https://openalex.org/W2356976268","https://openalex.org/W2355187703","https://openalex.org/W2348732188","https://openalex.org/W1969781626","https://openalex.org/W2090794122","https://openalex.org/W2901931573","https://openalex.org/W2368478362","https://openalex.org/W2170200240"],"abstract_inverted_index":{"A":[0],"genetic":[1,52],"algorithm":[2],"(GA)":[3],"experiences":[4],"premature":[5],"convergence":[6],"when":[7],"the":[8,13,22,31,46,57,68,84,89,120],"diversity":[9,20,42,80,106],"is":[10],"lost":[11],"in":[12,21,56,61,63,78,110],"population.":[14],"Adaptive":[15],"GAs":[16,112],"aim":[17],"to":[18,125],"maintain":[19],"population":[23,41,105],"by":[24,88],"trading":[25],"off":[26],"a":[27,51],"balance":[28],"between":[29,48],"exploring":[30],"problem":[32,71],"space":[33],"and":[34,107],"exploiting":[35],"known":[36],"solutions.":[37],"Existing":[38],"metrics":[39,102],"for":[40,103,113],"measures":[43],"only":[44],"examine":[45],"similarity":[47],"individuals":[49,62,87],"on":[50],"level.":[53],"However,":[54],"similarities":[55,85],"order":[58,90],"of":[59,86,91,122],"genes":[60],"ordered":[64],"problems,":[65],"such":[66],"as":[67],"travelling":[69],"salesman":[70],"(TSP)":[72],"can":[73],"play":[74],"an":[75],"important":[76],"role":[77],"effective":[79],"measures.":[81],"By":[82],"examining":[83],"their":[92],"genes,":[93],"this":[94],"paper":[95],"proposes":[96],"longest":[97],"common":[98],"subsequence":[99],"(LCS)":[100],"based":[101],"measuring":[104],"its":[108],"application":[109],"adaptive":[111],"solving":[114],"TSP.":[115],"Extensive":[116],"experimental":[117],"results":[118],"demonstrate":[119],"superiority":[121],"our":[123],"proposal":[124],"existing":[126],"approaches.":[127]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}