{"id":"https://openalex.org/W2120619196","doi":"https://doi.org/10.1109/cec.2008.4631060","title":"Parallel multi-objective optimization using Master-Slave model on heterogeneous resources","display_name":"Parallel multi-objective optimization using Master-Slave model on heterogeneous resources","publication_year":2008,"publication_date":"2008-06-01","ids":{"openalex":"https://openalex.org/W2120619196","doi":"https://doi.org/10.1109/cec.2008.4631060","mag":"2120619196"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2008.4631060","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2008.4631060","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence)","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/A5064569017","display_name":"Sanaz Mostaghim","orcid":"https://orcid.org/0000-0002-9917-5227"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Sanaz Mostaghim","raw_affiliation_strings":["Institute AIFB, University of Karlsruhe, Germany","Inst. AIFB, Karlsruhe Univ., Karlsruhe"],"affiliations":[{"raw_affiliation_string":"Institute AIFB, University of Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]},{"raw_affiliation_string":"Inst. AIFB, Karlsruhe Univ., Karlsruhe","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106034379","display_name":"J\u00fcrgen Branke","orcid":null},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jurgen Branke","raw_affiliation_strings":["Institute AIFB, University of Karlsruhe, Germany","Inst. AIFB, Karlsruhe Univ., Karlsruhe"],"affiliations":[{"raw_affiliation_string":"Institute AIFB, University of Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]},{"raw_affiliation_string":"Inst. AIFB, Karlsruhe Univ., Karlsruhe","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063313173","display_name":"Andrew Lewis","orcid":"https://orcid.org/0000-0002-0122-2532"},"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":"Andrew Lewis","raw_affiliation_strings":["School of Information and Communication Technology, Griffith University, Australia","School of Information and Communication Technology; Griffith University; Australia"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Technology, Griffith University, Australia","institution_ids":["https://openalex.org/I11701301"]},{"raw_affiliation_string":"School of Information and Communication Technology; Griffith University; Australia","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082605480","display_name":"Hartmut Schmeck","orcid":"https://orcid.org/0000-0002-4295-7631"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hartmut Schmeck","raw_affiliation_strings":["Institute AIFB, University of Karlsruhe, Germany","Inst. AIFB, Univ. of Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Institute AIFB, University of Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]},{"raw_affiliation_string":"Inst. AIFB, Univ. of Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5064569017"],"corresponding_institution_ids":["https://openalex.org/I102335020"],"apc_list":null,"apc_paid":null,"fwci":2.4695,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.89445287,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"2","issue":null,"first_page":"1981","last_page":"1987"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9997000098228455,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9987000226974487,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/computer-science","display_name":"Computer science","score":0.8626880049705505},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6475026607513428},{"id":"https://openalex.org/keywords/master/slave","display_name":"Master/slave","score":0.6117276549339294},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5777022242546082},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5587794184684753},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5542647838592529},{"id":"https://openalex.org/keywords/symmetric-multiprocessor-system","display_name":"Symmetric multiprocessor system","score":0.536700427532196},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4649103581905365},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4130227565765381},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2618646025657654},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07994318008422852}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8626880049705505},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6475026607513428},{"id":"https://openalex.org/C20454292","wikidata":"https://www.wikidata.org/wiki/Q735523","display_name":"Master/slave","level":2,"score":0.6117276549339294},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5777022242546082},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5587794184684753},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5542647838592529},{"id":"https://openalex.org/C172430144","wikidata":"https://www.wikidata.org/wiki/Q17111997","display_name":"Symmetric multiprocessor system","level":2,"score":0.536700427532196},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4649103581905365},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4130227565765381},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2618646025657654},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07994318008422852},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cec.2008.4631060","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2008.4631060","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.159.8570","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.159.8570","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://eresearch.griffith.edu.au/~andrew/pubs/cec08/pmopso.pdf","raw_type":"text"},{"id":"pmh:oai:research-repository.griffith.edu.au:10072/22904","is_oa":false,"landing_page_url":"http://hdl.handle.net/10072/22904","pdf_url":null,"source":{"id":"https://openalex.org/S4306402548","display_name":"Griffith Research Online (Griffith University, Queensland, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11701301","host_organization_name":"Griffith University","host_organization_lineage":["https://openalex.org/I11701301"],"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 output"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W42649658","https://openalex.org/W75946118","https://openalex.org/W1504943474","https://openalex.org/W1541691514","https://openalex.org/W1553373771","https://openalex.org/W1565077474","https://openalex.org/W1587499238","https://openalex.org/W1595498733","https://openalex.org/W1639032689","https://openalex.org/W1820622228","https://openalex.org/W1846834309","https://openalex.org/W1883765941","https://openalex.org/W1889218854","https://openalex.org/W1971443922","https://openalex.org/W2033630480","https://openalex.org/W2050551724","https://openalex.org/W2119801831","https://openalex.org/W2134954564","https://openalex.org/W2140882991","https://openalex.org/W2146531337","https://openalex.org/W2161055009","https://openalex.org/W2166348281","https://openalex.org/W2167159964","https://openalex.org/W3023540311","https://openalex.org/W4292408320","https://openalex.org/W6635251722","https://openalex.org/W6662967687"],"related_works":["https://openalex.org/W2184193477","https://openalex.org/W3019402777","https://openalex.org/W4386596916","https://openalex.org/W2031835531","https://openalex.org/W2388590088","https://openalex.org/W2147559359","https://openalex.org/W2382406823","https://openalex.org/W2509294597","https://openalex.org/W1980880150","https://openalex.org/W1809394610"],"abstract_inverted_index":{"In":[0,82],"this":[1,83,118],"paper,":[2,84],"we":[3,85,119],"study":[4,86],"parallelization":[5,30],"of":[6,13,59,70,92,107,113],"multi-objective":[7,103],"optimization":[8,104,128],"algorithms":[9],"on":[10,17,51,139,170],"a":[11,33,87,121,140,166],"set":[12],"heterogeneous":[14,52,143],"resources":[15,53,73,96,144],"based":[16],"the":[18,28,48,60,62,71,75,80,93,102,108,114,146,153],"Master-Slave":[19,22],"model.":[20],"The":[21,43,133],"model":[23],"is":[24,54],"known":[25],"to":[26,39,66,78,100,165],"be":[27],"simplest":[29],"paradigm,":[31],"where":[32,90],"master":[34,63],"processor":[35,64],"sends":[36],"function":[37],"evaluations":[38],"several":[40],"slave":[41],"processors.":[42,116],"critical":[44],"issue":[45],"when":[46,163],"using":[47,124],"standard":[49],"methods":[50],"that":[55,149],"in":[56],"every":[57],"iteration":[58],"optimization,":[61],"has":[65,136],"wait":[67],"for":[68,158],"all":[69,91],"computing":[72,95,115],"(including":[74],"slow":[76],"ones)":[77],"deliver":[79],"evaluations.":[81],"new":[88,134,154],"algorithm":[89,135,155],"available":[94],"are":[97],"efficiently":[98],"utilized":[99],"perform":[101,156],"task":[105],"independent":[106],"speed":[109],"(fast":[110],"or":[111],"slow)":[112],"For":[117],"propose":[120],"hybrid":[122],"method":[123],"Multi-objective":[125],"Particle":[126],"Swarm":[127],"and":[129,145],"Binary":[130],"search":[131],"methods.":[132],"been":[137],"tested":[138],"scenario":[141],"containing":[142],"results":[147],"show":[148],"not":[150],"only":[151],"does":[152],"well":[157],"parallel":[159],"resources,":[160],"but":[161],"also":[162],"compared":[164],"normal":[167],"serial":[168],"run":[169],"one":[171],"computer.":[172]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
