{"id":"https://openalex.org/W2319520192","doi":"https://doi.org/10.4156/ijact.vol3.issue9.14","title":"An Improved Differential Evolution Algorithm for Multi-objective Optimization Problems","display_name":"An Improved Differential Evolution Algorithm for Multi-objective Optimization Problems","publication_year":2011,"publication_date":"2011-10-31","ids":{"openalex":"https://openalex.org/W2319520192","doi":"https://doi.org/10.4156/ijact.vol3.issue9.14","mag":"2319520192"},"language":"en","primary_location":{"id":"doi:10.4156/ijact.vol3.issue9.14","doi":"https://doi.org/10.4156/ijact.vol3.issue9.14","is_oa":false,"landing_page_url":"https://doi.org/10.4156/ijact.vol3.issue9.14","pdf_url":null,"source":{"id":"https://openalex.org/S75032094","display_name":"International Journal of Advancements in Computing Technology","issn_l":"2005-8039","issn":["2005-8039","2233-9337"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4323971528","host_organization_name":"The International Association for Information, Culture, Human and Industry Technology (AICIT)","host_organization_lineage":["https://openalex.org/P4323971528"],"host_organization_lineage_names":["The International Association for Information, Culture, Human and Industry Technology (AICIT)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advancements in Computing Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5076538595","display_name":"Guolin Yu","orcid":"https://orcid.org/0000-0003-4729-7748","observed_orcids":["https://orcid.org/0000-0003-4729-7748"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Guolin Yu -","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5076538595"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"3","issue":"9","first_page":"106","last_page":"113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9883000254631042,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9883000254631042,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.01080000028014183,"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":9.999999747378752e-05,"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/multi-objective-optimization","display_name":"multi-objective optimization","score":0.8309999704360962},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"differential evolution","score":0.9800000190734863},{"id":"https://openalex.org/keywords/pareto-front-approximation","display_name":"Pareto front approximation","score":0.7789999842643738}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.872202455997467},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.5761789083480835},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4953276216983795},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.46854862570762634},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.4230518043041229},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39237117767333984},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07882392406463623},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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:10.4156/ijact.vol3.issue9.14","doi":"https://doi.org/10.4156/ijact.vol3.issue9.14","is_oa":false,"landing_page_url":"https://doi.org/10.4156/ijact.vol3.issue9.14","pdf_url":null,"source":{"id":"https://openalex.org/S75032094","display_name":"International Journal of Advancements in Computing Technology","issn_l":"2005-8039","issn":["2005-8039","2233-9337"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4323971528","host_organization_name":"The International Association for Information, Culture, Human and Industry Technology (AICIT)","host_organization_lineage":["https://openalex.org/P4323971528"],"host_organization_lineage_names":["The International Association for Information, Culture, Human and Industry Technology (AICIT)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advancements in Computing Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1494807122","https://openalex.org/W1544074860","https://openalex.org/W1554486237","https://openalex.org/W1585939719","https://openalex.org/W1595159159","https://openalex.org/W2098368199","https://openalex.org/W2106334424","https://openalex.org/W2116363350","https://openalex.org/W2116661285","https://openalex.org/W2324364953"],"related_works":["https://openalex.org/W2381480934","https://openalex.org/W2109262842","https://openalex.org/W2380497899","https://openalex.org/W2014094080","https://openalex.org/W2020634573","https://openalex.org/W1825560194","https://openalex.org/W2097393476","https://openalex.org/W2377222842","https://openalex.org/W2131196973","https://openalex.org/W2022701856"],"abstract_inverted_index":{"In":[0,15],"this":[1],"paper,":[2],"an":[3],"improved":[4],"multi-objective":[5,12,47,62],"differential":[6],"evolution":[7],"algorithm(IDEA)":[8],"is":[9,39,42],"proposed":[10,55],"for":[11],"optimization":[13,63],"problems.":[14],"IDEA,":[16],"the":[17,21,26,49,54,66,70,77],"select":[18],"operator":[19],"combines":[20],"advantages":[22],"of":[23,28,61],"DE":[24],"with":[25],"mechanisms":[27],"Pareto-based":[29],"ranking":[30],"and":[31,73],"distance":[32],"density,":[33],"besides,":[34],"a":[35],"randomly":[36],"migration":[37],"strategy":[38],"proposed.":[40],"IDEA":[41,56],"implemented":[43],"on":[44],"four":[45],"classical":[46],"problems,":[48],"simulation":[50],"results":[51],"indicate":[52],"that":[53],"efficiently":[57],"achieves":[58],"two":[59],"goals":[60],"problems:":[64],"find":[65],"solutions":[67],"converse":[68],"to":[69],"true":[71],"Pareto-front":[72],"uniform":[74],"spread":[75],"along":[76],"front.":[78]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}