{"id":"https://openalex.org/W1971443922","doi":"https://doi.org/10.1145/1276958.1277127","title":"Multi-objective particle swarm optimization on computer grids","display_name":"Multi-objective particle swarm optimization on computer grids","publication_year":2007,"publication_date":"2007-07-07","ids":{"openalex":"https://openalex.org/W1971443922","doi":"https://doi.org/10.1145/1276958.1277127","mag":"1971443922"},"language":"en","primary_location":{"id":"doi:10.1145/1276958.1277127","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1276958.1277127","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th annual conference on Genetic and evolutionary computation","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/I4210119349","display_name":"Karlsruhe University of Education","ror":"https://ror.org/01t1kq612","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210119349"]},{"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":["University of Karlsruhe, Karlsruhe, Germany","University of Karlsruhe, Karlsruhe, Germany#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Karlsruhe, Karlsruhe, Germany","institution_ids":["https://openalex.org/I4210119349"]},{"raw_affiliation_string":"University of Karlsruhe, Karlsruhe, Germany#TAB#","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036018560","display_name":"Juergen Branke","orcid":"https://orcid.org/0000-0002-4343-5878"},"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"]},{"id":"https://openalex.org/I4210119349","display_name":"Karlsruhe University of Education","ror":"https://ror.org/01t1kq612","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210119349"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Juergen Branke","raw_affiliation_strings":["University of Karlsruhe, Karlsruhe, Germany","University of Karlsruhe, Karlsruhe, Germany#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Karlsruhe, Karlsruhe, Germany","institution_ids":["https://openalex.org/I4210119349"]},{"raw_affiliation_string":"University of Karlsruhe, Karlsruhe, Germany#TAB#","institution_ids":["https://openalex.org/I102335020"]}]},{"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"]},{"id":"https://openalex.org/I4210119349","display_name":"Karlsruhe University of Education","ror":"https://ror.org/01t1kq612","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210119349"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hartmut Schmeck","raw_affiliation_strings":["University of Karlsruhe, Karlsruhe, Germany","University of Karlsruhe, Karlsruhe, Germany#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Karlsruhe, Karlsruhe, Germany","institution_ids":["https://openalex.org/I4210119349"]},{"raw_affiliation_string":"University of Karlsruhe, Karlsruhe, Germany#TAB#","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064569017"],"corresponding_institution_ids":["https://openalex.org/I102335020","https://openalex.org/I4210119349"],"apc_list":null,"apc_paid":null,"fwci":13.0581,"has_fulltext":false,"cited_by_count":93,"citation_normalized_percentile":{"value":0.98631436,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"869","last_page":"875"},"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":0.9986000061035156,"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":0.9972000122070312,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.77986079454422},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6668435335159302},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.5553547143936157},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.43114230036735535},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.20003417134284973},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14354011416435242}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.77986079454422},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6668435335159302},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.5553547143936157},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.43114230036735535},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.20003417134284973},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14354011416435242}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1276958.1277127","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1276958.1277127","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.90.3120","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.90.3120","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.aifb.uni-karlsruhe.de/EffAlg/smo/paper-12-06.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W42649658","https://openalex.org/W75946118","https://openalex.org/W1504943474","https://openalex.org/W1507015292","https://openalex.org/W1516732034","https://openalex.org/W1541691514","https://openalex.org/W1549518189","https://openalex.org/W1553373771","https://openalex.org/W1565077474","https://openalex.org/W1587499238","https://openalex.org/W1588375755","https://openalex.org/W1748556020","https://openalex.org/W1820622228","https://openalex.org/W1825719191","https://openalex.org/W1829058950","https://openalex.org/W1846834309","https://openalex.org/W1889218854","https://openalex.org/W1923963134","https://openalex.org/W1968842308","https://openalex.org/W2031232041","https://openalex.org/W2033630480","https://openalex.org/W2047156683","https://openalex.org/W2053900989","https://openalex.org/W2066335675","https://openalex.org/W2123808725","https://openalex.org/W2127191030","https://openalex.org/W2127607949","https://openalex.org/W2139576500","https://openalex.org/W2140882991","https://openalex.org/W2146531337","https://openalex.org/W2152195021","https://openalex.org/W2166348281","https://openalex.org/W2171107890","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2965421953","https://openalex.org/W2349895019","https://openalex.org/W2950423922","https://openalex.org/W2116074880","https://openalex.org/W2070977815","https://openalex.org/W2137136732","https://openalex.org/W2132113279","https://openalex.org/W2368795850","https://openalex.org/W2972744589","https://openalex.org/W2031835531"],"abstract_inverted_index":{"Abstract.":[0],"In":[1],"recent":[2],"years,":[3],"a":[4],"number":[5],"of":[6,25,58],"authors":[7],"have":[8],"successfully":[9],"extended":[10],"particle":[11,28],"swarm":[12,46],"optimization":[13],"to":[14],"problem":[15],"domains":[16],"with":[17],"multiple":[18],"objectives.":[19],"This":[20],"paper":[21],"addresses":[22],"the":[23,41,45,59],"issue":[24],"parallelizing":[26],"multi-objective":[27],"swarms.":[29],"We":[30],"propose":[31],"and":[32,63],"empirically":[33],"compare":[34],"two":[35],"parallel":[36],"versions":[37],"which":[38],"differ":[39],"in":[40,75],"way":[42],"they":[43],"divide":[44],"into":[47],"subswarms":[48],"that":[49],"can":[50],"be":[51],"processed":[52],"independently":[53],"on":[54],"different":[55],"processors.":[56],"One":[57],"variants":[60],"works":[61],"asynchronously":[62],"is":[64],"thus":[65],"particularly":[66],"suitable":[67],"for":[68],"heterogeneous":[69],"computer":[70],"clusters":[71],"as":[72],"occurring":[73],"e.g.":[74],"modern":[76],"grid":[77],"computing":[78],"platforms.":[79],"1":[80]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":8}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}