{"id":"https://openalex.org/W2153460141","doi":"https://doi.org/10.4304/jcp.5.12.1907-1915","title":"Grid Independent Task Scheduling Multi-Objective Optimization Model and Genetic Algorithm","display_name":"Grid Independent Task Scheduling Multi-Objective Optimization Model and Genetic Algorithm","publication_year":2010,"publication_date":"2010-12-01","ids":{"openalex":"https://openalex.org/W2153460141","doi":"https://doi.org/10.4304/jcp.5.12.1907-1915","mag":"2153460141"},"language":"en","primary_location":{"id":"doi:10.4304/jcp.5.12.1907-1915","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.5.12.1907-1915","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","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/A5003219071","display_name":"Hai Zhu","orcid":"https://orcid.org/0000-0002-9780-5053"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hai Zhu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100339104","display_name":"Yuping Wang","orcid":"https://orcid.org/0000-0001-6868-0004"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuping Wang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103006695","display_name":"Lei Fan","orcid":"https://orcid.org/0000-0003-3975-091X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lei Fan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5100456906","display_name":"Xiaoli Wang","orcid":"https://orcid.org/0000-0002-6005-2529"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaoli Wang","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5003219071"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3561,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.66320579,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"5","issue":"12","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9958999752998352,"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":0.9865000247955322,"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/computer-science","display_name":"Computer science","score":0.7636399269104004},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5740125775337219},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5131028890609741},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4932810664176941},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.48715540766716003},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4512566030025482},{"id":"https://openalex.org/keywords/grid-system","display_name":"Grid system","score":0.42350202798843384},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39467865228652954},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12534469366073608},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12296468019485474},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.04116475582122803}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7636399269104004},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5740125775337219},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5131028890609741},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4932810664176941},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.48715540766716003},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4512566030025482},{"id":"https://openalex.org/C2989099649","wikidata":"https://www.wikidata.org/wiki/Q233558","display_name":"Grid system","level":3,"score":0.42350202798843384},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39467865228652954},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12534469366073608},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12296468019485474},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.04116475582122803},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4304/jcp.5.12.1907-1915","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.5.12.1907-1915","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W41775428","https://openalex.org/W1977590451","https://openalex.org/W2001132950","https://openalex.org/W2025397485","https://openalex.org/W2053643762","https://openalex.org/W2115211122","https://openalex.org/W2120423004","https://openalex.org/W2128263839","https://openalex.org/W2135938932","https://openalex.org/W2143922085"],"related_works":["https://openalex.org/W2606709291","https://openalex.org/W2118674540","https://openalex.org/W1986344734","https://openalex.org/W2545723160","https://openalex.org/W4239266976","https://openalex.org/W2163684685","https://openalex.org/W2374609239","https://openalex.org/W2306076970","https://openalex.org/W2088617451","https://openalex.org/W2360662601"],"abstract_inverted_index":{"The":[0],"characteristic":[1,139],"of":[2,21,27,31,40,51,85,140,198,242,302,305],"heterogeneous":[3],"grid":[4,86,121],"environment":[5],"results":[8,288],"in":[9,201,215,300],"that":[12,290],"the":[13,25,29,38,49,52,64,78,102,135,138,141,144,157,162,195,202,216,230,240,273,291,297,303,306],"task":[14,53,122,142,307],"scheduling":[15,41,54,123,314],"is":[16,98,127,151,168,219,233,280,294],"constrained":[17,119],"by":[18,100],"a":[19,89,113,182,236,259],"number":[20],"factors":[22],"such":[23],"as":[24],"length":[26,304],"scheduling,":[28,308],"performance":[30,146],"security,":[32],"and":[35,63,91,143,250,313],"cost":[39,67],",":[43,75,206],"etc.":[46],"Firstly,":[47],"under":[48],"consideration":[50],"demand":[55],"for":[56,270],"secure":[57],"performance.":[58],"A":[59,191],"security":[60,309],"benefit":[61],"function":[62,165],"corresponding":[65],"time":[66],"model":[68,97,232],"are":[69],"constructed.":[70],"Secondly":[73],"according":[76],"to":[77,131,155,172,194],"past":[81],"behavior":[84],"resource":[87],"nodes,":[88],"simple":[90],"efficient":[92],"node\u2019s":[93],"credibility":[94],"dynamic":[95],"evaluation":[96],"built":[99],"using":[101],"weighted":[103],"function.":[104],"Thirdly,":[107],"b":[108],"ased":[110],"on":[111],"these,":[112],"new":[116,243],"multi-objective":[120,231],"mode":[126],"proposed.":[128,281],"In":[129],"order":[130],"solve":[132],"this":[133],"model,":[134],"relationship":[136,159,179],"between":[137],"different":[145,196],"among":[147],"nodes":[148],"used":[152,169],"define":[156],"individual":[158],"matrix;":[160],"then":[161],"subjection":[163],"degree":[164],"transform":[175],"each":[178,199,207],"matrix":[180,184],"into":[181,235],"fuzzy":[183],".":[186],"ccording":[193],"effects":[197],"objective":[200,204],"final":[203,217],"weight":[212],"decision-making":[218],"determined.":[220],"By":[223],"doing":[226],"so,":[227],"transformed":[234,276],"single-objective":[237],"model.":[238],"Through":[239],"design":[241],"crossover":[248],"operator":[249],"an":[251],"uniform":[254],"mutation":[257],"operator,":[258],"genetic":[260],"algorithm":[261,293],"called":[264],"MUGA":[267],"problem":[279],"Finally,":[284],"s":[285],"imulation":[287],"show":[289],"proposed":[292],"better":[295],"than":[296],"compared":[298],"ones":[299],"terms":[301],"efficiency":[310],"value,":[311],"reliability":[312],"costs.":[315]},"counts_by_year":[{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}