{"id":"https://openalex.org/W2390761773","doi":null,"title":"Predictive multiobjective genetic algorithm for dynamic multiobjective optimization problems","display_name":"Predictive multiobjective genetic algorithm for dynamic multiobjective optimization problems","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W2390761773","mag":"2390761773"},"language":"en","primary_location":{"id":"mag:2390761773","doi":null,"is_oa":false,"landing_page_url":"https://en.cnki.com.cn/Article_en/CJFDTOTAL-KZYC201305007.htm","pdf_url":null,"source":{"id":"https://openalex.org/S2764380666","display_name":"Kongzhi yu juece","issn_l":"1001-0920","issn":["1001-0920"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4320800596","host_organization_name":"Northeastern University","host_organization_lineage":["https://openalex.org/P4320800596"],"host_organization_lineage_names":["Northeastern University"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Kongzhi yu juece","raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5011188680","display_name":"Chengzhi Chi","orcid":"https://orcid.org/0000-0003-2724-7129","observed_orcids":["https://orcid.org/0000-0003-2724-7129"]},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chengzhi Chi","raw_affiliation_strings":["[School of Automation, Northwestern Polytechnical University, Xi'an 710072, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"[School of Automation, Northwestern Polytechnical University, Xi'an 710072, China]","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5011188680"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"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":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9990000128746033,"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":0.9990000128746033,"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":0.00039999998989515007,"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/dynamic-multi-objective-optimization","display_name":"dynamic multi-objective optimization","score":0.9739999771118164},{"id":"https://openalex.org/keywords/centroid-based-clustering","display_name":"centroid-based clustering","score":0.7429999709129333},{"id":"https://openalex.org/keywords/reference-solutions","display_name":"reference solutions","score":0.859000027179718},{"id":"https://openalex.org/keywords/gaussian-mutation","display_name":"Gaussian mutation","score":0.8460000157356262},{"id":"https://openalex.org/keywords/population-diversity","display_name":"population diversity","score":0.9290000200271606},{"id":"https://openalex.org/keywords/changing-environment","display_name":"changing environment","score":0.41100001335144043}],"concepts":[{"id":"https://openalex.org/C146599234","wikidata":"https://www.wikidata.org/wiki/Q511093","display_name":"Centroid","level":2,"score":0.7182133197784424},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7012950778007507},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.6252754330635071},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.6054263710975647},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5786260366439819},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5750569701194763},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5511804819107056},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4962790608406067},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47659772634506226},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4196212589740753},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3806038200855255},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3552965819835663},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14820167422294617},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2390761773","doi":null,"is_oa":false,"landing_page_url":"https://en.cnki.com.cn/Article_en/CJFDTOTAL-KZYC201305007.htm","pdf_url":null,"source":{"id":"https://openalex.org/S2764380666","display_name":"Kongzhi yu juece","issn_l":"1001-0920","issn":["1001-0920"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4320800596","host_organization_name":"Northeastern University","host_organization_lineage":["https://openalex.org/P4320800596"],"host_organization_lineage_names":["Northeastern University"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Kongzhi yu juece","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3020501787","https://openalex.org/W2117693955","https://openalex.org/W3195500876","https://openalex.org/W3213561123","https://openalex.org/W2350363244","https://openalex.org/W4386998415","https://openalex.org/W2763601085","https://openalex.org/W2800531412","https://openalex.org/W2808787830","https://openalex.org/W2172164221"],"abstract_inverted_index":{"Dynamic":[0],"multiobjective":[1,19,82],"optimization":[2,83],"problems":[3,84],"require":[4],"an":[5,60],"algorithm":[6],"to":[7,71],"continuously":[8],"track":[9,100],"a":[10],"changing":[11],"Pareto":[12,28,34,101],"optimal":[13,29,35,102],"solutions":[14,36],"over":[15],"time.Therefore,a":[16],"new":[17],"predictive":[18],"genetic":[20],"algorithm(PMGA)":[21],"is":[22,30,50,65],"proposed,in":[23],"which":[24],"the":[25,41,47,54,68,73,96],"centroid":[26,42],"of":[27],"soluted":[31],"by":[32,39,52,76],"clustering.And":[33],"are":[37,85],"described":[38],"applying":[40],"points":[43],"and":[44,57,99],"reference":[45],"solutions.Then":[46],"prediction":[48,63],"set":[49,64],"generated":[51],"using":[53],"inertia":[55],"predict":[56],"Gauss":[58],"mutation.After":[59],"environment":[61],"changed,the":[62],"incorporated":[66],"in":[67],"current":[69],"population":[70,74],"increase":[72],"diversity":[75],"guided":[77],"fashion.Finally,experimental":[78],"studies":[79],"on":[80],"dynamic":[81,97],"carried":[86],"out.The":[87],"simulation":[88],"results":[89],"show":[90],"that":[91],"PMGA":[92],"can":[93],"quickly":[94],"adapt":[95],"environments":[98],"solutions.":[103]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-09-25T08:18:29.962427","created_date":"2016-06-24T00:00:00"}