{"id":"https://openalex.org/W2112048018","doi":"https://doi.org/10.1109/isda.2011.6121806","title":"Evaluation of multiobjective swarm algorithms for grid scheduling","display_name":"Evaluation of multiobjective swarm algorithms for grid scheduling","publication_year":2011,"publication_date":"2011-11-01","ids":{"openalex":"https://openalex.org/W2112048018","doi":"https://doi.org/10.1109/isda.2011.6121806","mag":"2112048018"},"language":"en","primary_location":{"id":"doi:10.1109/isda.2011.6121806","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isda.2011.6121806","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 11th International Conference on Intelligent Systems Design and Applications","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/A5004830000","display_name":"Mar\u00eda Arsuaga-R\u00edos","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136285","display_name":"Centro Tecnol\u00f3gico Agroalimentario de Extremadura","ror":"https://ror.org/035914451","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210136285"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Maria Arsuaga-Rios","raw_affiliation_strings":["Extremadura Research Center of Advanced Technologies (CETA-CIEMAT), Trujillo, Spain","Extremadura Research Center for Advanced Technologies (CETA-CIEMAT), Trujillo, Spain"],"affiliations":[{"raw_affiliation_string":"Extremadura Research Center of Advanced Technologies (CETA-CIEMAT), Trujillo, Spain","institution_ids":["https://openalex.org/I4210136285"]},{"raw_affiliation_string":"Extremadura Research Center for Advanced Technologies (CETA-CIEMAT), Trujillo, Spain","institution_ids":["https://openalex.org/I4210136285"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049408851","display_name":"Miguel A. Vega\u2010Rodr\u00edguez","orcid":"https://orcid.org/0000-0002-3003-758X"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel A. Vega-Rodriguez","raw_affiliation_strings":["ARCO Research Group, Department Technologies of Computers and Communications, Escuela Politecnica, University of Extremadura, Caceres, Spain","ARCO Research Group, University of Extremadura, Dept. Technologies of Computers and Communications, Escuela Politecnica, Campus Universitario s/n, 10003, C\u00e1ceres, Spain"],"affiliations":[{"raw_affiliation_string":"ARCO Research Group, Department Technologies of Computers and Communications, Escuela Politecnica, University of Extremadura, Caceres, Spain","institution_ids":["https://openalex.org/I80606768"]},{"raw_affiliation_string":"ARCO Research Group, University of Extremadura, Dept. Technologies of Computers and Communications, Escuela Politecnica, Campus Universitario s/n, 10003, C\u00e1ceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091452530","display_name":"Francisco Prieto\u2010Castrillo","orcid":"https://orcid.org/0000-0003-4709-772X"},"institutions":[{"id":"https://openalex.org/I4210136285","display_name":"Centro Tecnol\u00f3gico Agroalimentario de Extremadura","ror":"https://ror.org/035914451","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210136285"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Prieto-Castrillo","raw_affiliation_strings":["Extremadura Research Center of Advanced Technologies (CETA-CIEMAT), Trujillo, Spain","Extremadura Research Center for Advanced Technologies (CETA-CIEMAT), Trujillo, Spain"],"affiliations":[{"raw_affiliation_string":"Extremadura Research Center of Advanced Technologies (CETA-CIEMAT), Trujillo, Spain","institution_ids":["https://openalex.org/I4210136285"]},{"raw_affiliation_string":"Extremadura Research Center for Advanced Technologies (CETA-CIEMAT), Trujillo, Spain","institution_ids":["https://openalex.org/I4210136285"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5004830000"],"corresponding_institution_ids":["https://openalex.org/I4210136285"],"apc_list":null,"apc_paid":null,"fwci":0.3501,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64166995,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1104","last_page":"1109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":1.0,"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"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9951000213623047,"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"}},{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/swarm-behaviour","display_name":"Swarm behaviour","score":0.7204493284225464},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7087788581848145},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.6328117251396179},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5409125089645386},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5110095739364624},{"id":"https://openalex.org/keywords/reservation","display_name":"Reservation","score":0.47082144021987915},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.4615609049797058},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.459062397480011},{"id":"https://openalex.org/keywords/grid-computing","display_name":"Grid computing","score":0.4352806806564331},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.429703950881958},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.42788201570510864},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14985644817352295},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.14039722084999084},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12808996438980103}],"concepts":[{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.7204493284225464},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7087788581848145},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.6328117251396179},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5409125089645386},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5110095739364624},{"id":"https://openalex.org/C2777632111","wikidata":"https://www.wikidata.org/wiki/Q1937518","display_name":"Reservation","level":2,"score":0.47082144021987915},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.4615609049797058},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.459062397480011},{"id":"https://openalex.org/C70429105","wikidata":"https://www.wikidata.org/wiki/Q249999","display_name":"Grid computing","level":3,"score":0.4352806806564331},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.429703950881958},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42788201570510864},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14985644817352295},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.14039722084999084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12808996438980103},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isda.2011.6121806","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isda.2011.6121806","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 11th International Conference on Intelligent Systems Design and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1735356492","https://openalex.org/W1795140136","https://openalex.org/W2003379648","https://openalex.org/W2014178231","https://openalex.org/W2072955302","https://openalex.org/W2126105956","https://openalex.org/W2134816084","https://openalex.org/W2143560894","https://openalex.org/W2144873849","https://openalex.org/W2147062065","https://openalex.org/W2171872029","https://openalex.org/W2952888426","https://openalex.org/W4232294174","https://openalex.org/W6637479037","https://openalex.org/W6679782657"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W4288714711","https://openalex.org/W2384410913","https://openalex.org/W3200708550","https://openalex.org/W2352878646","https://openalex.org/W2736680465","https://openalex.org/W2771637876","https://openalex.org/W2004734601","https://openalex.org/W2099515653"],"abstract_inverted_index":{"Often,":[0],"solutions":[1],"to":[2,78,116,133,137,178],"complex":[3,16],"problems":[4,17],"are":[5,11,25,76,113],"found":[6,26],"in":[7,27,95],"nature.":[8,22],"Swarm":[9],"algorithms":[10,40,75,136],"capable":[12],"of":[13,30,85,90,105,109,122,126],"solving":[14,152],"such":[15],"by":[18,173],"implementing":[19],"patterns":[20,24],"from":[21,42],"This":[23],"a":[28],"variety":[29],"scientific":[31],"fields.":[32],"In":[33],"this":[34,127,184],"paper,":[35],"we":[36],"discuss":[37],"two":[38],"swarm":[39,135],"extracted":[41],"Biology":[43],"and":[44,52,66,119,168],"Physics,":[45],"namely:":[46],"Multiobjective":[47,53],"Artificial":[48],"Bee":[49],"Colony":[50],"(MOABC)":[51],"Gravitational":[54],"Search":[55],"Algorithm":[56],"(MOGSA).":[57],"The":[58],"first":[59],"one":[60,89],"is":[61,88,129,156],"based":[62],"on":[63],"bees":[64],"behavior":[65],"the":[67,70,80,91,102,123,148,153,175,180],"other":[68],"follows":[69],"gravity":[71],"between":[72],"masses.":[73],"These":[74],"implemented":[77],"solve":[79],"grid":[81,161],"scheduling":[82,87],"problem.":[83,154],"Optimization":[84],"job":[86],"most":[92],"challenging":[93],"tasks":[94],"Grid":[96],"environments":[97],"because":[98],"it":[99],"severely":[100],"affects":[101],"execution":[103],"time":[104],"an":[106],"experiment":[107],"(set":[108],"jobs).":[110],"Experiments":[111],"often":[112],"tied":[114],"up":[115],"fulfill":[117],"deadlines":[118],"budgets.":[120],"One":[121],"main":[124],"contributions":[125],"work":[128],"adding":[130],"multiobjective":[131],"processes":[132],"these":[134],"minimize":[138],"those":[139],"conflictive":[140],"objectives.":[141],"Results":[142],"show":[143],"that":[144,182],"MOABC":[145,155],"clearly":[146],"improves":[147],"MOGSA":[149],"approach":[150],"when":[151],"also":[157],"compared":[158],"with":[159],"real":[160],"meta-schedulers":[162],"as":[163],"Deadline":[164],"Budget":[165],"Constraint":[166],"(DBC)":[167],"Workload":[169],"Management":[170],"System":[171],"(WMS)":[172],"using":[174],"simulator":[176],"GridSim":[177],"prove":[179],"improvement":[181],"offers":[183],"new":[185],"algorithm.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
