{"id":"https://openalex.org/W2068138512","doi":"https://doi.org/10.1109/cec.2012.6252894","title":"When and what kind of memetic algorithms perform well","display_name":"When and what kind of memetic algorithms perform well","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2068138512","doi":"https://doi.org/10.1109/cec.2012.6252894","mag":"2068138512"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2012.6252894","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2012.6252894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5068513584","display_name":"Jih-Yiing Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jih-Yiing Lin","raw_affiliation_strings":["Department of Computer Science, National Chiao Tung University, Hsinchu, Taiwan","Department of Computer Science, National Chiao Tung University, HsinChu City, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"Department of Computer Science, National Chiao Tung University, HsinChu City, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076296753","display_name":"Ying-ping Chen","orcid":"https://orcid.org/0000-0002-5979-6926"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ying-ping Chen","raw_affiliation_strings":["Department of Computer Science, National Chiao Tung University, Hsinchu, Taiwan","Department of Computer Science, National Chiao Tung University, HsinChu City, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"Department of Computer Science, National Chiao Tung University, HsinChu City, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I148366613"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9950000047683716,"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":0.9933000206947327,"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/memetic-algorithm","display_name":"Memetic algorithm","score":0.9675265550613403},{"id":"https://openalex.org/keywords/memetics","display_name":"Memetics","score":0.7172771096229553},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6805219054222107},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.6068513989448547},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5233356356620789},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47843483090400696},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.459524929523468},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4515407085418701},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4457802176475525},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4287579357624054},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4169359803199768},{"id":"https://openalex.org/keywords/archetype","display_name":"Archetype","score":0.41463449597358704},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.375752329826355},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3360239863395691},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2508445084095001},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07922056317329407}],"concepts":[{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.9675265550613403},{"id":"https://openalex.org/C51620047","wikidata":"https://www.wikidata.org/wiki/Q23399","display_name":"Memetics","level":2,"score":0.7172771096229553},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6805219054222107},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.6068513989448547},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5233356356620789},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47843483090400696},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.459524929523468},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4515407085418701},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4457802176475525},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4287579357624054},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4169359803199768},{"id":"https://openalex.org/C49848784","wikidata":"https://www.wikidata.org/wiki/Q131714","display_name":"Archetype","level":2,"score":0.41463449597358704},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.375752329826355},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3360239863395691},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2508445084095001},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07922056317329407},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2012.6252894","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2012.6252894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W63064086","https://openalex.org/W1588934661","https://openalex.org/W1650426659","https://openalex.org/W1915508354","https://openalex.org/W1980841486","https://openalex.org/W2011576841","https://openalex.org/W2111811973","https://openalex.org/W2122102648","https://openalex.org/W2151809174","https://openalex.org/W2154047522"],"related_works":["https://openalex.org/W2380182724","https://openalex.org/W2388961298","https://openalex.org/W2024203849","https://openalex.org/W2123894366","https://openalex.org/W2122102648","https://openalex.org/W1990478250","https://openalex.org/W3034910425","https://openalex.org/W2020131881","https://openalex.org/W2152512538","https://openalex.org/W2936675634"],"abstract_inverted_index":{"The":[0,13,142],"synergy":[1,53],"between":[2],"exploration":[3],"and":[4,60,66,124,130,158,163,181],"exploitation":[5],"has":[6],"been":[7,64],"a":[8,18,41,50,102,139],"prominent":[9],"issue":[10],"in":[11,40],"optimization.":[12],"rise":[14],"of":[15,20,44,83,98,105,138,145,149,156,185],"memetic":[16,34,99,140,150,187,201],"algorithms,":[17,151],"category":[19],"optimization":[21],"techniques":[22],"which":[23,152],"feature":[24],"the":[25,47,81,95,112,121,125,127,132,136,171,176,183],"explicit":[26],"exploration-exploitation":[27,52],"coordination,":[28],"much":[29],"accentuates":[30],"this":[31,75,108,192],"issue.":[32,76],"While":[33],"algorithms":[35,100,188],"have":[36,63],"achieved":[37],"remarkable":[38],"success":[39],"wide":[42],"range":[43,104],"real-world":[45],"applications,":[46],"key":[48],"to":[49,74,89],"successful":[51],"still":[54],"remains":[55],"obscure.":[56],"Manifold":[57],"empirical":[58,172],"results":[59,173],"theoretical":[61],"derivations":[62],"proposed":[65,88],"provided":[67],"various":[68,186],"perspectives":[69],"from":[70],"different":[71,154,168,190],"algorithm-problem":[72],"complexes":[73],"In":[77,107],"our":[78],"previous":[79],"work,":[80,109],"concept":[82,180],"local":[84,113,177],"search":[85,114,133,178],"zones":[86],"was":[87],"provide":[90],"an":[91],"alternative":[92],"perspective":[93],"depicting":[94],"general":[96],"behavior":[97,144,184],"on":[101,111,165,189],"broad":[103],"problems.":[106],"based":[110],"zone":[115,179],"concept,":[116],"we":[117],"further":[118],"investigate":[119],"how":[120],"problem":[122],"landscape":[123],"way":[126],"algorithm":[128],"explores":[129],"exploits":[131],"space":[134],"affect":[135],"performance":[137],"algorithm.":[141],"collaborative":[143],"several":[146],"representative":[147],"archetypes":[148],"exhibit":[153],"degrees":[155],"explorability":[157],"exploitability,":[159],"are":[160],"illustrated":[161],"empirically":[162],"analytically":[164],"problems":[166],"with":[167,175],"landscapes.":[169],"As":[170],"consist":[174],"describe":[182],"problems,":[191],"work":[193],"may":[194],"reveal":[195],"some":[196],"essential":[197],"design":[198],"principals":[199],"for":[200],"algorithms.":[202]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
