{"id":"https://openalex.org/W1999251765","doi":"https://doi.org/10.1109/fskd.2012.6234162","title":"An efficient local search for grid scheduling problem in learning system","display_name":"An efficient local search for grid scheduling problem in learning system","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W1999251765","doi":"https://doi.org/10.1109/fskd.2012.6234162","mag":"1999251765"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2012.6234162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2012.6234162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 9th International Conference on Fuzzy Systems and Knowledge Discovery","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/A5053930140","display_name":"Chih-ming Wang","orcid":"https://orcid.org/0000-0001-8318-7680"},"institutions":[{"id":"https://openalex.org/I142974352","display_name":"National Sun Yat-sen University","ror":"https://ror.org/00mjawt10","country_code":"TW","type":"education","lineage":["https://openalex.org/I142974352"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Chih-Ming Wang","raw_affiliation_strings":["Department of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I142974352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057441996","display_name":"Chun\u2010Wei Tsai","orcid":"https://orcid.org/0000-0003-0128-4052"},"institutions":[{"id":"https://openalex.org/I142974352","display_name":"National Sun Yat-sen University","ror":"https://ror.org/00mjawt10","country_code":"TW","type":"education","lineage":["https://openalex.org/I142974352"]},{"id":"https://openalex.org/I56019348","display_name":"Chia Nan University of Pharmacy and Science","ror":"https://ror.org/02834m470","country_code":"TW","type":"education","lineage":["https://openalex.org/I56019348"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chun-Wei Tsai","raw_affiliation_strings":["Department of Applied Geoinformatics, Chia Nan University of Pharmacy & Science, Tainan, Taiwan, R.O.C","Department of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan, R.O.C"],"affiliations":[{"raw_affiliation_string":"Department of Applied Geoinformatics, Chia Nan University of Pharmacy & Science, Tainan, Taiwan, R.O.C","institution_ids":["https://openalex.org/I56019348"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan, R.O.C","institution_ids":["https://openalex.org/I142974352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039381934","display_name":"Ming\u2010Chao Chiang","orcid":"https://orcid.org/0000-0003-3269-5495"},"institutions":[{"id":"https://openalex.org/I142974352","display_name":"National Sun Yat-sen University","ror":"https://ror.org/00mjawt10","country_code":"TW","type":"education","lineage":["https://openalex.org/I142974352"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Chao Chiang","raw_affiliation_strings":["Department of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan, R.O.C"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan, R.O.C","institution_ids":["https://openalex.org/I142974352"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030613267","display_name":"Chu\u2010Sing Yang","orcid":"https://orcid.org/0000-0001-6461-7171"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chu-Sing Yang","raw_affiliation_strings":["Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan, R.O.C"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan, R.O.C","institution_ids":["https://openalex.org/I91807558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053930140"],"corresponding_institution_ids":["https://openalex.org/I142974352"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11004844,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"329","issue":null,"first_page":"2447","last_page":"2451"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9854000210762024,"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":0.9818000197410583,"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/job-shop-scheduling","display_name":"Job shop scheduling","score":0.847198486328125},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.729195773601532},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6168936491012573},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5814950466156006},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.563635528087616},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5305390954017639},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.4644363820552826},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4129381477832794},{"id":"https://openalex.org/keywords/grid-computing","display_name":"Grid computing","score":0.4111526608467102},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.18058231472969055},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09785917401313782},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.08760899305343628}],"concepts":[{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.847198486328125},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.729195773601532},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6168936491012573},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5814950466156006},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.563635528087616},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5305390954017639},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.4644363820552826},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4129381477832794},{"id":"https://openalex.org/C70429105","wikidata":"https://www.wikidata.org/wiki/Q249999","display_name":"Grid computing","level":3,"score":0.4111526608467102},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.18058231472969055},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09785917401313782},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.08760899305343628},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/fskd.2012.6234162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2012.6234162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 9th International Conference on Fuzzy Systems and Knowledge Discovery","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.46000000834465027,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320336832","display_name":"Institute of Information Science, Academia Sinica","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W64799164","https://openalex.org/W85198630","https://openalex.org/W162899883","https://openalex.org/W167707182","https://openalex.org/W172801870","https://openalex.org/W1522764961","https://openalex.org/W1547074987","https://openalex.org/W1591590298","https://openalex.org/W1597942002","https://openalex.org/W1603392219","https://openalex.org/W1916952714","https://openalex.org/W1965218064","https://openalex.org/W1978580158","https://openalex.org/W1986178474","https://openalex.org/W2104361858","https://openalex.org/W2187066128","https://openalex.org/W2272121543","https://openalex.org/W2276334654","https://openalex.org/W2325706654","https://openalex.org/W2340647050","https://openalex.org/W2548600395","https://openalex.org/W4285719527","https://openalex.org/W6602662051","https://openalex.org/W6603411884","https://openalex.org/W6606639420","https://openalex.org/W6606813228","https://openalex.org/W6631110479","https://openalex.org/W6640217009","https://openalex.org/W6694153736","https://openalex.org/W6704019479"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W2990194547","https://openalex.org/W1480123525","https://openalex.org/W2620865396","https://openalex.org/W3204654320"],"abstract_inverted_index":{"Grid":[0],"scheduling":[1],"is":[2,9,18,66],"an":[3,48],"NP-complete":[4],"problem":[5],"which":[6],"the":[7,12,21,24,34,39,43,55,69,73,81,87,96,99,103,109],"objective":[8],"to":[10,32,60,79],"minimize":[11],"completion":[13],"time":[14,71],"(makespan).":[15],"This":[16],"paper":[17],"motivated":[19],"by":[20],"requirement":[22],"that":[23],"feedback":[25],"analysis":[26],"service":[27],"of":[28,83],"e-learning":[29],"system":[30],"needs":[31],"distribute":[33],"computing":[35,70],"jobs":[36],"for":[37,85],"balancing":[38],"workload":[40],"and":[41,72],"getting":[42],"fast":[44],"response.":[45],"We":[46],"propose":[47],"efficient":[49],"local":[50,75],"search":[51,76],"method":[52,77],"embed":[53],"into":[54],"differential":[56],"evolution":[57],"algorithm":[58,94],"(DE)":[59],"find":[61],"a":[62],"feasible":[63],"solution.":[64],"DE":[65,84],"efficiently":[67],"in":[68,102],"proposed":[74,93,110],"tries":[78],"enhance":[80],"result":[82],"minimizing":[86],"makespan.":[88],"Comparing":[89],"with":[90,98],"DE,":[91],"our":[92],"reduces":[95],"makespan":[97],"ratio":[100],"64%":[101],"best":[104],"case.":[105],"Simulation":[106],"results":[107],"demonstrate":[108],"method.":[111]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
