{"id":"https://openalex.org/W2162989656","doi":"https://doi.org/10.1142/s0219265907002119","title":"AN EXPERIMENTAL STUDY ON GENETIC ALGORITHMS FOR RESOURCE ALLOCATION ON GRID SYSTEMS","display_name":"AN EXPERIMENTAL STUDY ON GENETIC ALGORITHMS FOR RESOURCE ALLOCATION ON GRID SYSTEMS","publication_year":2007,"publication_date":"2007-12-01","ids":{"openalex":"https://openalex.org/W2162989656","doi":"https://doi.org/10.1142/s0219265907002119","mag":"2162989656"},"language":"en","primary_location":{"id":"doi:10.1142/s0219265907002119","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219265907002119","pdf_url":null,"source":{"id":"https://openalex.org/S63112013","display_name":"Journal of Interconnection Networks","issn_l":"0219-2659","issn":["0219-2659","1793-6713"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Interconnection Networks","raw_type":"journal-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/A5007964745","display_name":"Fatos Xhafa","orcid":"https://orcid.org/0000-0001-6569-5497"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"FATOS XHAFA","raw_affiliation_strings":["Polytechnic University of Catalonia, Department of Languages and Informatics Systems, C/Jordi Girona 1-3, 08034 Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Polytechnic University of Catalonia, Department of Languages and Informatics Systems, C/Jordi Girona 1-3, 08034 Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033144376","display_name":"Leonard Barolli","orcid":"https://orcid.org/0000-0001-9069-0460"},"institutions":[{"id":"https://openalex.org/I100722782","display_name":"Fukuoka Institute of Technology","ror":"https://ror.org/00bmxak18","country_code":"JP","type":"education","lineage":["https://openalex.org/I100722782"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"LEONARD BAROLLI","raw_affiliation_strings":["Department of Information and Communication Engineering, Fukuoka Institute of Technology (FIT), 3-30-1 Wajiro-higashi Higashi-ku, Fukuoka 811-0295, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Fukuoka Institute of Technology (FIT), 3-30-1 Wajiro-higashi Higashi-ku, Fukuoka 811-0295, Japan","institution_ids":["https://openalex.org/I100722782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065501127","display_name":"Arjan Durresi","orcid":"https://orcid.org/0000-0002-5827-0877"},"institutions":[{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]},{"id":"https://openalex.org/I135191193","display_name":"University of Indianapolis","ror":"https://ror.org/052133d12","country_code":"US","type":"education","lineage":["https://openalex.org/I135191193"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"ARJAN DURRESI","raw_affiliation_strings":["Department of Computer and Information Science, Purdue University School of Science, Indianapolis 723 W. Michigan St., SL 280M Indianapolis, IN 46202, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, Purdue University School of Science, Indianapolis 723 W. Michigan St., SL 280M Indianapolis, IN 46202, USA","institution_ids":["https://openalex.org/I135191193","https://openalex.org/I55769427"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007964745"],"corresponding_institution_ids":["https://openalex.org/I9617848"],"apc_list":null,"apc_paid":null,"fwci":2.2461,"has_fulltext":false,"cited_by_count":68,"citation_normalized_percentile":{"value":0.89499934,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"08","issue":"04","first_page":"427","last_page":"443"},"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9865999817848206,"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"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9815999865531921,"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":0.7264708876609802},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6834850907325745},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.6605355739593506},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.6506322622299194},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5893296003341675},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5114280581474304},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5059968829154968},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4273960292339325},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.42420464754104614},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36494311690330505},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1273215115070343},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.126611590385437}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7264708876609802},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6834850907325745},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.6605355739593506},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.6506322622299194},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5893296003341675},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5114280581474304},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5059968829154968},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4273960292339325},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.42420464754104614},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36494311690330505},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1273215115070343},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.126611590385437},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0219265907002119","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219265907002119","pdf_url":null,"source":{"id":"https://openalex.org/S63112013","display_name":"Journal of Interconnection Networks","issn_l":"0219-2659","issn":["0219-2659","1793-6713"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Interconnection Networks","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.4000000059604645,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1497256448","https://openalex.org/W1967129231","https://openalex.org/W1984796203","https://openalex.org/W1996689181","https://openalex.org/W2025397485","https://openalex.org/W2082652398","https://openalex.org/W2091257550","https://openalex.org/W2127191030","https://openalex.org/W2163109311","https://openalex.org/W2171872029","https://openalex.org/W3023334652"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2028665553","https://openalex.org/W4230315250","https://openalex.org/W2086519370","https://openalex.org/W3204654320"],"abstract_inverted_index":{"Computational":[0],"Grid":[1,56],"(CG)":[2],"is":[3,25,86,91,159],"an":[4,44],"emerging":[5],"paradigm":[6],"in":[7,22],"which":[8],"geographically":[9],"distributed":[10],"resources":[11,31,57],"are":[12,148],"logically":[13],"unified":[14],"as":[15,143],"a":[16,110],"computational":[17],"unit.":[18],"A":[19],"challenging":[20],"problem":[21],"such":[23],"systems":[24],"the":[26,77,124,127,131,139,151,164,167,178],"allocation":[27],"of":[28,76,166],"jobs":[29,54,145],"to":[30,55,133,150,162],"that":[32,79,115],"minimizes":[33],"both":[34],"makespan":[35,135],"and":[36,66,96,146,173],"flowtime":[37,175],"parameters.":[38],"In":[39],"this":[40],"paper,":[41],"we":[42,170],"present":[43],"experimental":[45,106],"study":[46],"on":[47,59,93,109],"Genetic":[48],"Algorithms":[49],"(GAs)":[50],"for":[51,72,119,154,177],"scheduling":[52],"independents":[53],"based":[58,92,108],"two":[60],"replacement":[61,95],"strategies:":[62],"Steady-State":[63],"GA":[64,68],"(SSGA)":[65],"Struggle":[67],"(SGA).":[69],"SSGA":[70,118,140],"distinguishes":[71],"its":[73],"accentuated":[74],"convergence":[75,103],"population":[78],"rapidly":[80,141],"reaches":[81],"good":[82],"solutions":[83],"though":[84],"it":[85],"soon":[87],"stagnated.":[88],"The":[89,105],"SGA":[90,116,132,158],"struggle":[94],"adaptively":[97],"maintains":[98],"diverse":[99],"population,":[100],"reducing":[101],"thus":[102],"rapidity.":[104],"results,":[107],"benchmark":[111],"simulation":[112],"model,":[113],"showed":[114],"outperforms":[117],"moderate":[120],"size":[121,156],"instances.":[122],"On":[123],"other":[125],"hand,":[126],"time":[128],"needed":[129],"by":[130,138],"reach":[134],"values":[136,176],"obtained":[137],"increases":[142],"more":[144],"machines":[147],"added":[149],"Grid.":[152],"Thus,":[153],"larger":[155],"instances,":[157],"not":[160],"able":[161],"improve":[163],"results":[165],"SSGA.":[168],"Finally,":[169],"also":[171],"report":[172],"analyze":[174],"considered":[179],"benchmark.":[180]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":16},{"year":2014,"cited_by_count":14},{"year":2013,"cited_by_count":11},{"year":2012,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}