{"id":"https://openalex.org/W2077065052","doi":"https://doi.org/10.1109/mc.2013.6608202","title":"On the effect of population size and selection mechanism from the viewpoint of collaboration between exploration and exploitation","display_name":"On the effect of population size and selection mechanism from the viewpoint of collaboration between exploration and exploitation","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W2077065052","doi":"https://doi.org/10.1109/mc.2013.6608202","mag":"2077065052"},"language":"en","primary_location":{"id":"doi:10.1109/mc.2013.6608202","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mc.2013.6608202","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Workshop on Memetic Computing (MC)","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; 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; 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; 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; 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":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"16","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9965999722480774,"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/T12288","display_name":"Optimization and Search Problems","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/selection","display_name":"Selection (genetic algorithm)","score":0.6846870183944702},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.682116687297821},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.5934537649154663},{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.5861976146697998},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.5772233009338379},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5746455788612366},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4838094115257263},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.47505781054496765},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4605419337749481},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.41442131996154785},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4107283651828766},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.391649067401886},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.376120388507843},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1833513081073761},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13801982998847961}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6846870183944702},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.682116687297821},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.5934537649154663},{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.5861976146697998},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.5772233009338379},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5746455788612366},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4838094115257263},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.47505781054496765},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4605419337749481},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41442131996154785},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4107283651828766},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.391649067401886},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.376120388507843},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1833513081073761},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13801982998847961},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mc.2013.6608202","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mc.2013.6608202","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Workshop on Memetic Computing (MC)","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":18,"referenced_works":["https://openalex.org/W56491333","https://openalex.org/W372717656","https://openalex.org/W1553838525","https://openalex.org/W1980841486","https://openalex.org/W2011576841","https://openalex.org/W2061092014","https://openalex.org/W2068138512","https://openalex.org/W2096795740","https://openalex.org/W2097437812","https://openalex.org/W2099934773","https://openalex.org/W2122102648","https://openalex.org/W2146561183","https://openalex.org/W2151416014","https://openalex.org/W2165220807","https://openalex.org/W2531264864","https://openalex.org/W4302370887","https://openalex.org/W6682262506","https://openalex.org/W6728391266"],"related_works":["https://openalex.org/W2163647484","https://openalex.org/W47248985","https://openalex.org/W2000270779","https://openalex.org/W2129486222","https://openalex.org/W3144175025","https://openalex.org/W2042716007","https://openalex.org/W1778024729","https://openalex.org/W1980841486","https://openalex.org/W2043816158","https://openalex.org/W2083844986"],"abstract_inverted_index":{"The":[0],"synergy":[1,91,134],"between":[2,92,135],"exploration":[3,136],"and":[4,95,115,122,137,150],"exploitation":[5],"has":[6],"been":[7],"a":[8,37,71],"prominent":[9],"issue":[10],"in":[11,36,98,129],"optimization.":[12],"Optimization":[13],"algorithms":[14,31,180],"are":[15,60],"generally":[16],"required":[17],"to":[18,23,44,84,113,141,144,174],"have":[19,32],"their":[20],"parameters":[21],"tuned":[22],"achieve":[24],"successful":[25,45],"exploration-exploitation":[26,46],"synergies.":[27],"Nonetheless,":[28],"while":[29],"many":[30],"achieved":[33],"remarkable":[34],"success":[35],"wide":[38],"range":[39],"of":[40,78,109,119,147,167,178],"applications,":[41],"the":[42,76,90,102,107,117,133,145,165,176],"key":[43],"synergies":[47],"still":[48],"remains":[49],"obscure":[50],"because":[51],"conclusions":[52],"drawn":[53],"from":[54],"empirical":[55],"results":[56],"or":[57],"theoretical":[58,72],"derivations":[59],"usually":[61],"algorithm":[62],"specific":[63],"and/or":[64],"problem":[65,155],"dependent.":[66],"In":[67,101,139],"our":[68],"previous":[69],"studies,":[70],"model":[73],"based":[74],"on":[75,132,153],"concept":[77,108,166],"local":[79,96,110,168],"search":[80,94,97,111,169],"zones":[81,112,170],"was":[82],"proposed":[83],"provide":[85],"an":[86],"alternative":[87],"perspective":[88],"depicting":[89],"global":[93],"memetic":[99],"algorithms.":[100],"present":[103],"work,":[104],"we":[105],"adopt":[106],"interpret":[114],"discuss":[116],"effect":[118,146],"population":[120,148],"size":[121,149],"selection":[123,151],"mechanism,":[124],"two":[125],"common":[126],"design":[127],"concerns":[128],"evolutionary":[130],"algorithms,":[131],"exploitation.":[138],"addition":[140],"providing":[142],"interpretations":[143],"mechanism":[152],"different":[154,182],"types,":[156],"this":[157],"investigation":[158],"also":[159,172],"suggests":[160],"that":[161],"with":[162,181],"proper":[163],"mapping,":[164],"is":[171],"applicable":[173],"delineate":[175],"behavior":[177],"optimization":[179],"mechanisms.":[183]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}