{"id":"https://openalex.org/W2052773766","doi":"https://doi.org/10.1145/2598394.2598455","title":"Building algorithm portfolios for memetic algorithms","display_name":"Building algorithm portfolios for memetic algorithms","publication_year":2014,"publication_date":"2014-07-11","ids":{"openalex":"https://openalex.org/W2052773766","doi":"https://doi.org/10.1145/2598394.2598455","mag":"2052773766"},"language":"en","primary_location":{"id":"doi:10.1145/2598394.2598455","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2598394.2598455","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Publication of the 2014 Annual Conference on Genetic and 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/A5024551178","display_name":"Mustafa M\u0131s\u0131r","orcid":"https://orcid.org/0000-0002-6885-6775"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Mustafa Misir","raw_affiliation_strings":["Singapore Management University, Singapore, Singapore","[Singapore Management University, Singapore, Singapore]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore Management University, Singapore, Singapore","institution_ids":["https://openalex.org/I79891267"]},{"raw_affiliation_string":"[Singapore Management University, Singapore, Singapore]","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083689711","display_name":"Stephanus Daniel Handoko","orcid":null},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Stephanus Daniel Handoko","raw_affiliation_strings":["Singapore Management University, Singapore, Singapore","[Singapore Management University, Singapore, Singapore]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore Management University, Singapore, Singapore","institution_ids":["https://openalex.org/I79891267"]},{"raw_affiliation_string":"[Singapore Management University, Singapore, Singapore]","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015466370","display_name":"Hoong Chuin Lau","orcid":"https://orcid.org/0000-0002-5326-411X"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Hoong Chuin Lau","raw_affiliation_strings":["Singapore Management University, Singapore, Singapore","[Singapore Management University, Singapore, Singapore]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore Management University, Singapore, Singapore","institution_ids":["https://openalex.org/I79891267"]},{"raw_affiliation_string":"[Singapore Management University, Singapore, Singapore]","institution_ids":["https://openalex.org/I79891267"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I79891267"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11841275,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"197","last_page":"198"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998000264167786,"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":0.9998000264167786,"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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9987000226974487,"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":0.782807469367981},{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.7793862819671631},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6794267892837524},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6750715374946594},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6457124352455139},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4877544045448303},{"id":"https://openalex.org/keywords/memetics","display_name":"Memetics","score":0.4611658453941345},{"id":"https://openalex.org/keywords/portfolio","display_name":"Portfolio","score":0.4486718475818634},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.4355420768260956},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.43028971552848816},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.4216199815273285},{"id":"https://openalex.org/keywords/algorithm-design","display_name":"Algorithm design","score":0.42019712924957275},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2522584795951843},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22953996062278748}],"concepts":[{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.782807469367981},{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.7793862819671631},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6794267892837524},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6750715374946594},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6457124352455139},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4877544045448303},{"id":"https://openalex.org/C51620047","wikidata":"https://www.wikidata.org/wiki/Q23399","display_name":"Memetics","level":2,"score":0.4611658453941345},{"id":"https://openalex.org/C2780821815","wikidata":"https://www.wikidata.org/wiki/Q5340806","display_name":"Portfolio","level":2,"score":0.4486718475818634},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.4355420768260956},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.43028971552848816},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.4216199815273285},{"id":"https://openalex.org/C106516650","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm design","level":2,"score":0.42019712924957275},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2522584795951843},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22953996062278748},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2598394.2598455","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2598394.2598455","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Publication of the 2014 Annual Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-3665","is_oa":false,"landing_page_url":"https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=3665&context=sis_research","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://doi.org/10.1145/2598394.2598455","raw_type":"Conference Proceeding Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1495775210","https://openalex.org/W1503085769","https://openalex.org/W1541288193","https://openalex.org/W2072441740","https://openalex.org/W2084512390","https://openalex.org/W2519399724","https://openalex.org/W2591957553","https://openalex.org/W2963862728","https://openalex.org/W4211036921"],"related_works":["https://openalex.org/W2318617794","https://openalex.org/W2163647484","https://openalex.org/W2388961298","https://openalex.org/W2123894366","https://openalex.org/W2122102648","https://openalex.org/W2020131881","https://openalex.org/W1990478250","https://openalex.org/W3034910425","https://openalex.org/W2152512538","https://openalex.org/W2936675634"],"abstract_inverted_index":{"The":[0,14,36,57,106],"present":[1],"study":[2],"introduces":[3],"an":[4,19,112],"automated":[5],"mechanism":[6],"to":[7,17,41,61,70,101,126],"build":[8],"algorithm":[9,20,43,63,81],"portfolios":[10],"for":[11],"memetic":[12],"algorithms.":[13],"objective":[15],"is":[16,39,59,108,119],"determine":[18],"set":[21,58,97,107],"involving":[22],"combinations":[23,47,64],"of":[24,54,91,130],"crossover,":[25],"mutation":[26],"and":[27],"local":[28],"search":[29],"operators":[30],"based":[31],"on":[32,121],"their":[33,71],"past":[34,37],"performance.":[35],"performance":[38],"used":[40,100,109],"cluster":[42],"combinations.":[44],"Top":[45],"performing":[46],"are":[48],"then":[49],"considered":[50],"as":[51],"the":[52,55,122,128,131],"members":[53],"set.":[56],"expected":[60],"have":[62],"complementing":[65],"each":[66,80],"other":[67,78],"with":[68,111],"respect":[69],"strengths":[72],"in":[73],"a":[74,88],"portfolio":[75],"setting.":[76],"In":[77],"words,":[79],"combination":[82],"should":[83],"be":[84,99],"good":[85],"at":[86],"solving":[87],"certain":[89],"type":[90],"problem":[92,104,125],"instances":[93],"such":[94],"that":[95],"this":[96],"can":[98],"solve":[102],"different":[103],"instances.":[105],"together":[110],"online":[113],"selection":[114],"strategy.":[115],"An":[116],"empirical":[117],"analysis":[118],"performed":[120],"Quadratic":[123],"Assignment":[124],"show":[127],"advantages":[129],"proposed":[132],"approach.":[133]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}