{"id":"https://openalex.org/W2558904837","doi":"https://doi.org/10.1109/cec.2016.7744024","title":"A new optimal resource allocation scheme for computationally expensive problems","display_name":"A new optimal resource allocation scheme for computationally expensive problems","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2558904837","doi":"https://doi.org/10.1109/cec.2016.7744024","mag":"2558904837"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2016.7744024","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2016.7744024","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-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":"https://openalex.org/A5100411575","display_name":"Yi Sun","orcid":"https://orcid.org/0000-0003-1056-9746"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Yi Sun","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The University of Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050605025","display_name":"Albert Y. S. Lam","orcid":"https://orcid.org/0000-0002-6887-9301"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Albert Y. S. Lam","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The University of Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056877599","display_name":"Victor O. K. Li","orcid":"https://orcid.org/0000-0002-1380-9445"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Victor O. K. Li","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The University of Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100411575"],"corresponding_institution_ids":["https://openalex.org/I889458895"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08566525,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1932","last_page":"1939"},"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":0.9998000264167786,"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":0.9994000196456909,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.9253878593444824},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.8153775334358215},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.7818730473518372},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7755054235458374},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.7228473424911499},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5479495525360107},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.5135167241096497},{"id":"https://openalex.org/keywords/computational-resource","display_name":"Computational resource","score":0.49581465125083923},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4724315106868744},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.46238842606544495},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.41880857944488525},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4146064817905426},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.2899152338504791},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2620997130870819},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.2374134361743927},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.20594343543052673},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13072171807289124}],"concepts":[{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.9253878593444824},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.8153775334358215},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.7818730473518372},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7755054235458374},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7228473424911499},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5479495525360107},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.5135167241096497},{"id":"https://openalex.org/C127964446","wikidata":"https://www.wikidata.org/wiki/Q1092142","display_name":"Computational resource","level":3,"score":0.49581465125083923},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4724315106868744},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.46238842606544495},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.41880857944488525},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4146064817905426},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.2899152338504791},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2620997130870819},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2374134361743927},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.20594343543052673},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13072171807289124},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cec.2016.7744024","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2016.7744024","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},{"id":"pmh:oai:hub.hku.hk:10722/234971","is_oa":false,"landing_page_url":"http://hdl.handle.net/10722/234971","pdf_url":null,"source":{"id":"https://openalex.org/S4377196271","display_name":"The HKU Scholars Hub (University of Hong Kong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I889458895","host_organization_name":"University of Hong Kong","host_organization_lineage":["https://openalex.org/I889458895"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference_Paper"},{"id":"pmh:oai:hub.hku.hk:10722/247773","is_oa":false,"landing_page_url":"http://hdl.handle.net/10722/247773","pdf_url":null,"source":{"id":"https://openalex.org/S4377196271","display_name":"The HKU Scholars Hub (University of Hong Kong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I889458895","host_organization_name":"University of Hong Kong","host_organization_lineage":["https://openalex.org/I889458895"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference_Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1499983649","https://openalex.org/W1533007771","https://openalex.org/W1570777223","https://openalex.org/W1998674867","https://openalex.org/W2000503034","https://openalex.org/W2040264129","https://openalex.org/W2082754320","https://openalex.org/W2093872789","https://openalex.org/W2101677491","https://openalex.org/W2103201561","https://openalex.org/W2123682012","https://openalex.org/W2136554306","https://openalex.org/W2152195021","https://openalex.org/W2162745921","https://openalex.org/W2170186790","https://openalex.org/W3144222787","https://openalex.org/W6629686014","https://openalex.org/W6675300784"],"related_works":["https://openalex.org/W3204184292","https://openalex.org/W3176564347","https://openalex.org/W1985458517","https://openalex.org/W2378302565","https://openalex.org/W2116464912","https://openalex.org/W56239867","https://openalex.org/W2888552296","https://openalex.org/W2390158456","https://openalex.org/W2038416433","https://openalex.org/W2383649468"],"abstract_inverted_index":{"Initialization":[0],"will":[1],"affect":[2,86],"the":[3,16,21,28,67,87,99,104,109,122,131,146],"performance":[4,88],"of":[5,89,148],"Evolutionary":[6],"Algorithm":[7],"(EA),":[8],"especially":[9],"under":[10,91],"computationally":[11,92],"expensive":[12,93,110],"environments.":[13,94],"To":[14],"investigate":[15],"optimal":[17],"resource":[18,44,118],"allocation":[19,45,119,133],"between":[20],"initialization":[22],"and":[23,59,77,143],"optimization":[24],"stages,":[25],"we":[26,41],"studied":[27],"Computational":[29],"Resource":[30],"Optimization":[31],"Problem":[32],"(CROP)":[33],"in":[34,66],"our":[35,43],"previous":[36],"work.":[37],"In":[38],"this":[39],"paper,":[40],"extend":[42],"model":[46,68],"by":[47],"separating":[48],"\u201cinitial":[49],"solutions\u201d":[50],"into":[51,81],"two":[52],"sets,":[53],"namely,":[54],"Generated":[55],"Initial":[56,61],"Solutions":[57,62],"(GIS)":[58],"Used":[60],"(UIS).":[63],"Such":[64],"separation":[65],"allows":[69,127],"us":[70,128],"to":[71,107,129],"conduct":[72],"a":[73,136,140],"more":[74,79],"comprehensive":[75],"analysis":[76,126],"reveal":[78],"insights":[80],"how":[82],"initial":[83],"solutions":[84],"can":[85,120],"EAs":[90],"Simulations":[95],"are":[96],"conducted":[97],"on":[98,139],"BBOB'09":[100],"benchmark":[101],"functions":[102],"with":[103],"standard":[105],"settings":[106],"mimic":[108],"environment.":[111],"We":[112],"have":[113],"shown":[114],"that":[115],"proper":[116],"computational":[117],"improve":[121],"solution":[123],"quality.":[124],"Our":[125],"find":[130],"best":[132],"scheme":[134],"for":[135],"particular":[137],"EA":[138],"specific":[141],"problem":[142],"also":[144],"demonstrates":[145],"importance":[147],"initialization.":[149]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2016-12-08T00:00:00"}