{"id":"https://openalex.org/W2127584737","doi":"https://doi.org/10.1109/icmlc.2011.6016882","title":"Optimal prediction model using improved differential evolution algorithm","display_name":"Optimal prediction model using improved differential evolution algorithm","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2127584737","doi":"https://doi.org/10.1109/icmlc.2011.6016882","mag":"2127584737"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc.2011.6016882","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2011.6016882","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 International Conference on Machine Learning and Cybernetics","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/A5055981522","display_name":"Ming-Chang Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I109289231","display_name":"National Kaohsiung First University of Science and Technology","ror":"https://ror.org/03858r716","country_code":"TW","type":"education","lineage":["https://openalex.org/I109289231"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Ming-Chang Zheng","raw_affiliation_strings":["Institute of Engineering Science and Technology National Kaohsiung, First University of Science and Technology, Taiwan","Institute of Engineering Science and Technology National Kaohsiung First University of Science and Technology"],"affiliations":[{"raw_affiliation_string":"Institute of Engineering Science and Technology National Kaohsiung, First University of Science and Technology, Taiwan","institution_ids":["https://openalex.org/I109289231"]},{"raw_affiliation_string":"Institute of Engineering Science and Technology National Kaohsiung First University of Science and Technology","institution_ids":["https://openalex.org/I109289231"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054686089","display_name":"Jyh\u2010Horng Chou","orcid":"https://orcid.org/0000-0001-8096-0586"},"institutions":[{"id":"https://openalex.org/I109289231","display_name":"National Kaohsiung First University of Science and Technology","ror":"https://ror.org/03858r716","country_code":"TW","type":"education","lineage":["https://openalex.org/I109289231"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jyh-Horng Chou","raw_affiliation_strings":["Institute of Engineering Science and Technology National Kaohsiung, First University of Science and Technology, Taiwan","Institute of Engineering Science and Technology National Kaohsiung First University of Science and Technology"],"affiliations":[{"raw_affiliation_string":"Institute of Engineering Science and Technology National Kaohsiung, First University of Science and Technology, Taiwan","institution_ids":["https://openalex.org/I109289231"]},{"raw_affiliation_string":"Institute of Engineering Science and Technology National Kaohsiung First University of Science and Technology","institution_ids":["https://openalex.org/I109289231"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111946204","display_name":"Shinn\u2010Horng Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I89178830","display_name":"National Kaohsiung University of Applied Sciences","ror":"https://ror.org/04wydzr61","country_code":"TW","type":"education","lineage":["https://openalex.org/I89178830"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shinn-Horng Chen","raw_affiliation_strings":["Department of Mechanical Engineering, National Kaohsiung University of Applied Sciences, Taiwan","Department of Mechanical Engineering, National Kaohsiung University of Applied Sciences, Taiwan#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, National Kaohsiung University of Applied Sciences, Taiwan","institution_ids":["https://openalex.org/I89178830"]},{"raw_affiliation_string":"Department of Mechanical Engineering, National Kaohsiung University of Applied Sciences, Taiwan#TAB#","institution_ids":["https://openalex.org/I89178830"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055981522"],"corresponding_institution_ids":["https://openalex.org/I109289231"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18941986,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"195","issue":null,"first_page":"1409","last_page":"1413"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9793999791145325,"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":0.9330000281333923,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.8863187432289124},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6906829476356506},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.5727909207344055},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5601570010185242},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5304303169250488},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.5289164781570435},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4846790134906769},{"id":"https://openalex.org/keywords/taguchi-methods","display_name":"Taguchi methods","score":0.47800910472869873},{"id":"https://openalex.org/keywords/global-optimization","display_name":"Global optimization","score":0.4577741324901581},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45228761434555054},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.41285330057144165},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33324193954467773},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.24875226616859436},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.225426584482193},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11835956573486328},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.059422075748443604}],"concepts":[{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.8863187432289124},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6906829476356506},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.5727909207344055},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5601570010185242},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5304303169250488},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.5289164781570435},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4846790134906769},{"id":"https://openalex.org/C83469408","wikidata":"https://www.wikidata.org/wiki/Q2036525","display_name":"Taguchi methods","level":2,"score":0.47800910472869873},{"id":"https://openalex.org/C164752517","wikidata":"https://www.wikidata.org/wiki/Q5570875","display_name":"Global optimization","level":2,"score":0.4577741324901581},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45228761434555054},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.41285330057144165},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33324193954467773},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.24875226616859436},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.225426584482193},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11835956573486328},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.059422075748443604},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc.2011.6016882","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2011.6016882","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 International Conference on Machine Learning and Cybernetics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2013377700","https://openalex.org/W2138353233"],"related_works":["https://openalex.org/W2079483465","https://openalex.org/W2107894985","https://openalex.org/W2911471039","https://openalex.org/W1634842376","https://openalex.org/W2902454235","https://openalex.org/W2021504082","https://openalex.org/W2792203850","https://openalex.org/W2015132550","https://openalex.org/W2021957875","https://openalex.org/W2163202954"],"abstract_inverted_index":{"A":[0],"Taguchi-based":[1],"the":[2,11,16,46,51,67],"differential":[3,12,20],"evolution":[4,13,21],"(TDE)":[5],"is":[6,23,40,60,72],"applied":[7],"as":[8],"an":[9,24],"improved":[10],"to":[14,74],"solve":[15],"global":[17],"optimization.":[18,33],"The":[19,53],"(DE)":[22],"easy":[25],"and":[26,58],"valid":[27],"evolutionary":[28,76],"algorithm":[29],"for":[30],"fitness":[31],"function":[32],"For":[34],"grey":[35],"forecasting":[36,44],"model":[37],"(GM)":[38],"which":[39],"a":[41,61],"time":[42],"series":[43],"model,":[45],"parameters":[47],"are":[48],"calculated":[49],"by":[50],"TDE.":[52],"academic":[54],"research":[55],"of":[56,63,70],"Wang":[57],"Hsu":[59],"base":[62],"this":[64],"paper.":[65],"Finally,":[66],"forecasted":[68],"result":[69],"TDEGM":[71],"superior":[73],"other":[75],"algorithms.":[77]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}