{"id":"https://openalex.org/W2075300047","doi":"https://doi.org/10.1109/icnc.2013.6818047","title":"A new many-objective evolutionary algorithm based on self-adaptive differential evolution","display_name":"A new many-objective evolutionary algorithm based on self-adaptive differential evolution","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W2075300047","doi":"https://doi.org/10.1109/icnc.2013.6818047","mag":"2075300047"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2013.6818047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2013.6818047","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Ninth International Conference on Natural Computation (ICNC)","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/A5014161892","display_name":"Hongyan Zhao","orcid":"https://orcid.org/0000-0002-5454-2759"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hongyan Zhao","raw_affiliation_strings":["College of Information Engineering, Liaoning Provincial College of Communications, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Liaoning Provincial College of Communications, Shenyang, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101878725","display_name":"Jing Xiao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jing Xiao","raw_affiliation_strings":["College of Information Engineering, Liaoning Provincial College of Communications, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Liaoning Provincial College of Communications, Shenyang, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5014161892"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3625,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.65135796,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"103","issue":null,"first_page":"601","last_page":"605"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9979000091552734,"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/T10998","display_name":"Heat Transfer and Optimization","score":0.968500018119812,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.7447933554649353},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.7095209360122681},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.7012639045715332},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.671622633934021},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5990671515464783},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5705435276031494},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.5460554957389832},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.486774206161499},{"id":"https://openalex.org/keywords/adaptive-mutation","display_name":"Adaptive mutation","score":0.47086086869239807},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.45767542719841003},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.4363980293273926},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3656904995441437},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3395649194717407},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.28985536098480225},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22733110189437866}],"concepts":[{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.7447933554649353},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.7095209360122681},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.7012639045715332},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.671622633934021},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5990671515464783},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5705435276031494},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.5460554957389832},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.486774206161499},{"id":"https://openalex.org/C192122231","wikidata":"https://www.wikidata.org/wiki/Q4680754","display_name":"Adaptive mutation","level":3,"score":0.47086086869239807},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.45767542719841003},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.4363980293273926},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3656904995441437},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3395649194717407},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.28985536098480225},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22733110189437866},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2013.6818047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2013.6818047","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Ninth International Conference on Natural Computation (ICNC)","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":21,"referenced_works":["https://openalex.org/W1479771599","https://openalex.org/W1494807122","https://openalex.org/W1544074860","https://openalex.org/W1553373771","https://openalex.org/W1585939719","https://openalex.org/W1595498733","https://openalex.org/W2001850387","https://openalex.org/W2102365077","https://openalex.org/W2104330204","https://openalex.org/W2106307115","https://openalex.org/W2113058275","https://openalex.org/W2125899728","https://openalex.org/W2126105956","https://openalex.org/W2134152443","https://openalex.org/W2156223899","https://openalex.org/W2165171393","https://openalex.org/W3023175681","https://openalex.org/W4292408320","https://openalex.org/W6629668061","https://openalex.org/W6635097213","https://openalex.org/W6675537533"],"related_works":["https://openalex.org/W2394392475","https://openalex.org/W2079483465","https://openalex.org/W2069937987","https://openalex.org/W2107894985","https://openalex.org/W2911471039","https://openalex.org/W1571424162","https://openalex.org/W3168391725","https://openalex.org/W4297582752","https://openalex.org/W2015132550","https://openalex.org/W2106826352"],"abstract_inverted_index":{"To":[0,25],"improve":[1,42],"the":[2,5,27,43,46,70,74,90,107],"performance":[3,44],"of":[4,45,64,73,102],"existing":[6],"multi-objective":[7],"evolutionary":[8],"algorithms":[9],"(MOEAs),":[10],"we":[11],"propose":[12],"a":[13],"new":[14,32,57],"self-adaptive":[15],"differential":[16],"evolution":[17,75],"algorithm":[18],"for":[19],"solving":[20],"many-objective":[21,30],"optimization":[22],"problems":[23,87],"(MOPs).":[24],"address":[26],"challenges":[28],"in":[29,78],"optimization,":[31],"selection":[33],"strategy":[34,59,76],"and":[35,60,84],"density":[36],"estimation":[37],"method":[38,63],"are":[39,66],"designed":[40],"to":[41,68,97,112],"elite":[47],"MOEA":[48],"model":[49],"used":[50],"by":[51],"several":[52],"exiting":[53],"MOEAs.":[54,79,115],"In":[55],"addition,":[56],"mutation":[58],"parameter":[61],"adaptive":[62],"DE":[65],"proposed":[67,91],"enhance":[69],"convergence":[71],"ability":[72],"utilized":[77],"Experimental":[80],"results":[81],"on":[82],"ZDT":[83],"DTLZ":[85],"test":[86],"show":[88],"that,":[89],"algorithm,":[92],"named":[93],"SDEMO,":[94],"is":[95],"able":[96],"find":[98],"much":[99],"better":[100,105],"spread":[101],"solutions":[103],"with":[104],"approximating":[106],"true":[108],"Pareto-optimal":[109],"front":[110],"compared":[111],"six":[113],"state-of-the-art":[114]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}