{"id":"https://openalex.org/W1900971124","doi":"https://doi.org/10.12928/telkomnika.v12i4.531","title":"Multi-objective Optimization Based on Improved Differential Evolution Algorithm","display_name":"Multi-objective Optimization Based on Improved Differential Evolution Algorithm","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W1900971124","doi":"https://doi.org/10.12928/telkomnika.v12i4.531","mag":"1900971124"},"language":"en","primary_location":{"id":"doi:10.12928/telkomnika.v12i4.531","doi":"https://doi.org/10.12928/telkomnika.v12i4.531","is_oa":true,"landing_page_url":"https://doi.org/10.12928/telkomnika.v12i4.531","pdf_url":null,"source":{"id":"https://openalex.org/S2972808588","display_name":"TELKOMNIKA (Telecommunication Computing Electronics and Control)","issn_l":"1693-6930","issn":["1693-6930","2302-9293"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319805","host_organization_name":"Ahmad Dahlan University","host_organization_lineage":["https://openalex.org/P4310319805"],"host_organization_lineage_names":["Ahmad Dahlan University"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TELKOMNIKA (Telecommunication Computing Electronics and Control)","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.12928/telkomnika.v12i4.531","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082547911","display_name":"Shuqiang Wang","orcid":"https://orcid.org/0000-0003-1119-320X","observed_orcids":["https://orcid.org/0000-0003-1119-320X","https://orcid.org/0000-0001-9268-8436"]},"institutions":[{"id":"https://openalex.org/I106079672","display_name":"Hebei University of Engineering","ror":"https://ror.org/036h65h05","country_code":"CN","type":"education","lineage":["https://openalex.org/I106079672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuqiang Wang","raw_affiliation_strings":["Hebei University of Engineering","Hebei Univ. of Eng"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hebei University of Engineering","institution_ids":["https://openalex.org/I106079672"]},{"raw_affiliation_string":"Hebei Univ. of Eng","institution_ids":["https://openalex.org/I106079672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110957361","display_name":"Jianli Ma","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jianli Ma","raw_affiliation_strings":["Suburban Water and Power Supply Management Office of Handan City"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Suburban Water and Power Supply Management Office of Handan City","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4899,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66550919,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"12","issue":"4","first_page":"977","last_page":"977"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.8442000150680542,"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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.8442000150680542,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.15279999375343323,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12709","display_name":"Optimization and Mathematical Programming","score":0.00019999999494757503,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/differential-evolution","display_name":"differential evolution","score":0.9010000228881836},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"multi-objective optimization","score":0.9940000176429749},{"id":"https://openalex.org/keywords/global-and-local-search-balance","display_name":"global and local search balance","score":0.7300000190734863},{"id":"https://openalex.org/keywords/random-mutation","display_name":"random mutation","score":0.652999997138977},{"id":"https://openalex.org/keywords/stagnation-avoidance","display_name":"stagnation avoidance","score":0.6499999761581421},{"id":"https://openalex.org/keywords/benchmark-functions","display_name":"benchmark functions","score":0.8220000267028809},{"id":"https://openalex.org/keywords/convergence-rate","display_name":"convergence rate","score":0.6660000085830688}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.8093324899673462},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.7345792055130005},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6231160163879395},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6115851998329163},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5740102529525757},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5684518218040466},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.518335223197937},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5112473964691162},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.4475897550582886},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.44239112734794617},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4408568739891052},{"id":"https://openalex.org/C164752517","wikidata":"https://www.wikidata.org/wiki/Q5570875","display_name":"Global optimization","level":2,"score":0.4374406933784485},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.37526077032089233},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.12928/telkomnika.v12i4.531","doi":"https://doi.org/10.12928/telkomnika.v12i4.531","is_oa":true,"landing_page_url":"https://doi.org/10.12928/telkomnika.v12i4.531","pdf_url":null,"source":{"id":"https://openalex.org/S2972808588","display_name":"TELKOMNIKA (Telecommunication Computing Electronics and Control)","issn_l":"1693-6930","issn":["1693-6930","2302-9293"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319805","host_organization_name":"Ahmad Dahlan University","host_organization_lineage":["https://openalex.org/P4310319805"],"host_organization_lineage_names":["Ahmad Dahlan University"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TELKOMNIKA (Telecommunication Computing Electronics and Control)","raw_type":"journal-article"},{"id":"pmh:oai:oai.ojsuad.telkomnika.com:article/531","doi":null,"is_oa":false,"landing_page_url":"http://journal.uad.ac.id/index.php/TELKOMNIKA/article/view/531","pdf_url":null,"source":{"id":"https://openalex.org/S4306401036","display_name":"Optimum: Journal of Economics and Development (University of Ahmad Dahlan Yogyakarta)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2608206482","host_organization_name":"Universitas Ahmad Dahlan","host_organization_lineage":["https://openalex.org/I2608206482"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"TELKOMNIKA (Telecommunication Computing Electronics and Control); Vol 12, No 4: December 2014; 977-984","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.12928/telkomnika.v12i4.531","doi":"https://doi.org/10.12928/telkomnika.v12i4.531","is_oa":true,"landing_page_url":"https://doi.org/10.12928/telkomnika.v12i4.531","pdf_url":null,"source":{"id":"https://openalex.org/S2972808588","display_name":"TELKOMNIKA (Telecommunication Computing Electronics and Control)","issn_l":"1693-6930","issn":["1693-6930","2302-9293"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319805","host_organization_name":"Ahmad Dahlan University","host_organization_lineage":["https://openalex.org/P4310319805"],"host_organization_lineage_names":["Ahmad Dahlan University"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TELKOMNIKA (Telecommunication Computing Electronics and Control)","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2010882086","https://openalex.org/W2016815804","https://openalex.org/W2017898850","https://openalex.org/W2031232041","https://openalex.org/W2033630480","https://openalex.org/W2036724416","https://openalex.org/W2053900989","https://openalex.org/W2063375245","https://openalex.org/W2074129780","https://openalex.org/W2089049731","https://openalex.org/W2125899728","https://openalex.org/W2126105956","https://openalex.org/W2133738572","https://openalex.org/W2149726897"],"related_works":["https://openalex.org/W2353884950","https://openalex.org/W2140391034","https://openalex.org/W1025266665","https://openalex.org/W2394193520","https://openalex.org/W1500772990","https://openalex.org/W2022701856","https://openalex.org/W2373653021","https://openalex.org/W1554486237","https://openalex.org/W4283330787","https://openalex.org/W2365550157"],"abstract_inverted_index":{"On":[0],"the":[1,4,60,63,76,86],"basis":[2],"of":[3,51,62,73,88],"fundamental":[5,64],"differential":[6],"evolution":[7],"(DE),":[8],"this":[9],"paper":[10,77],"puts":[11],"forward":[12],"several":[13,74],"improved":[14,66],"DE":[15,67],"algorithms":[16],"to":[17,40,58,85],"find":[18],"a":[19,34,49,70],"balance":[20],"between":[21],"global":[22],"and":[23,26,65,90],"local":[24],"search":[25],"get":[27],"optimal":[28],"solutions":[29],"through":[30],"rapid":[31],"convergence.":[32],"Meanwhile,":[33],"random":[35],"mutation":[36],"mechanism":[37],"is":[38],"adopted":[39],"process":[41],"individuals":[42],"that":[43],"show":[44],"stagnation":[45],"behaviour.":[46],"After":[47,69],"that,":[48],"series":[50],"frequently-used":[52],"benchmark":[53],"test":[54,59],"functions":[55],"are":[56],"used":[57],"performance":[61],"algorithms.":[68],"comparative":[71],"analysis":[72],"algorithms,":[75],"realizes":[78],"its":[79],"desired":[80],"effects":[81],"by":[82],"applying":[83],"them":[84],"calculation":[87],"single":[89],"multiple":[91],"objective":[92],"functions.":[93]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-09-24T07:57:37.273135","created_date":"2016-06-24T00:00:00"}